ChatGPT: promise and challenges for deployment in low- and middle-income countries

In low- and middle-income countries (LMICs), the fields of medicine and public health grapple with numerous challenges that continue to hinder patients' access to healthcare services. ChatGPT, a publicly accessible chatbot, has emerged as a potential tool in aiding public health efforts in LMIC...

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Published in:The Lancet regional health. Western Pacific Vol. 41; p. 100905
Main Authors: Wang, Xiaofei, Sanders, Hayley M., Liu, Yuchen, Seang, Kennarey, Tran, Bach Xuan, Atanasov, Atanas G., Qiu, Yue, Tang, Shenglan, Car, Josip, Wang, Ya Xing, Wong, Tien Yin, Tham, Yih-Chung, Chung, Kevin C.
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Language:English
Published: England Elsevier Ltd 01-12-2023
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Abstract In low- and middle-income countries (LMICs), the fields of medicine and public health grapple with numerous challenges that continue to hinder patients' access to healthcare services. ChatGPT, a publicly accessible chatbot, has emerged as a potential tool in aiding public health efforts in LMICs. This viewpoint details the potential benefits of employing ChatGPT in LMICs to improve medicine and public health encompassing a broad spectrum of domains ranging from health literacy, screening, triaging, remote healthcare support, mental health support, multilingual capabilities, healthcare communication and documentation, medical training and education, and support for healthcare professionals. Additionally, we also share potential concerns and limitations associated with the use of ChatGPT and provide a balanced discussion on the opportunities and challenges of using ChatGPT in LMICs.
AbstractList In low- and middle-income countries (LMICs), the fields of medicine and public health grapple with numerous challenges that continue to hinder patients' access to healthcare services. ChatGPT, a publicly accessible chatbot, has emerged as a potential tool in aiding public health efforts in LMICs. This viewpoint details the potential benefits of employing ChatGPT in LMICs to improve medicine and public health encompassing a broad spectrum of domains ranging from health literacy, screening, triaging, remote healthcare support, mental health support, multilingual capabilities, healthcare communication and documentation, medical training and education, and support for healthcare professionals. Additionally, we also share potential concerns and limitations associated with the use of ChatGPT and provide a balanced discussion on the opportunities and challenges of using ChatGPT in LMICs.
In low- and middle-income countries (LMICs), the fields of medicine and public health grapple with numerous challenges that continue to hinder patients' access to healthcare services. ChatGPT, a publicly accessible chatbot, has emerged as a potential tool in aiding public health efforts in LMICs. This viewpoint details the potential benefits of employing ChatGPT in LMICs to improve medicine and public health encompassing a broad spectrum of domains ranging from health literacy, screening, triaging, remote healthcare support, mental health support, multilingual capabilities, healthcare communication and documentation, medical training and education, and support for healthcare professionals. Additionally, we also share potential concerns and limitations associated with the use of ChatGPT and provide a balanced discussion on the opportunities and challenges of using ChatGPT in LMICs.In low- and middle-income countries (LMICs), the fields of medicine and public health grapple with numerous challenges that continue to hinder patients' access to healthcare services. ChatGPT, a publicly accessible chatbot, has emerged as a potential tool in aiding public health efforts in LMICs. This viewpoint details the potential benefits of employing ChatGPT in LMICs to improve medicine and public health encompassing a broad spectrum of domains ranging from health literacy, screening, triaging, remote healthcare support, mental health support, multilingual capabilities, healthcare communication and documentation, medical training and education, and support for healthcare professionals. Additionally, we also share potential concerns and limitations associated with the use of ChatGPT and provide a balanced discussion on the opportunities and challenges of using ChatGPT in LMICs.
ArticleNumber 100905
Author Wang, Ya Xing
Qiu, Yue
Atanasov, Atanas G.
Car, Josip
Sanders, Hayley M.
Liu, Yuchen
Seang, Kennarey
Chung, Kevin C.
Tham, Yih-Chung
Wang, Xiaofei
Tran, Bach Xuan
Tang, Shenglan
Wong, Tien Yin
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/37731897$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1001/jama.291.21.2581
10.1200/JGO.17.00222
10.1177/004947559502500207
10.1093/eurjcn/zvad022
10.1093/jncics/pkad015
10.1001/jamainternmed.2023.1838
10.4174/astr.2023.104.5.269
10.1007/s10461-020-02926-x
10.2196/45312
10.1038/s41591-023-02224-8
10.1371/journal.pdig.0000198
10.1001/jama.2023.1044
10.3350/cmh.2023.0089
10.5001/omj.2020.40
10.1007/s00127-016-1218-3
10.1007/s00167-023-07355-6
10.1136/bmjgh-2019-001535
10.1038/s41591-020-0942-0
10.1192/bji.2019.24
10.1016/j.jfop.2023.100005
10.1097/QCO.0000000000000619
10.1089/heq.2018.0037
10.1007/s13280-016-0820-7
10.1371/journal.pone.0251295
10.1016/j.ebiom.2023.104512
10.1016/j.invent.2017.10.002
10.1038/s41746-022-00700-y
10.4103/indianjpsychiatry.indianjpsychiatry_112_23
10.1136/bmjhci-2021-100495
10.1016/S0140-6736(20)30226-9
10.1016/S2589-7500(23)00021-3
10.1186/s12909-022-03481-w
10.1016/S2589-7500(23)00048-1
10.1093/eurjcn/zvad038
10.1016/S1473-3099(23)00113-5
10.1093/applin/7.2.206
10.2196/17828
10.1016/j.xops.2023.100324
10.3390/healthcare11060887
10.1371/journal.pone.0290773
10.1136/bjophthalmol-2019-315066
10.1016/S0277-9536(97)10134-4
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Keywords Low to middle income countries
Equity
Global health
Large language model
ChatGPT
Public health
Language English
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References Moons, Van Bulck (bib18) 2023
Guo, Li (bib9) 2018; 2
Schwalbe, Wahl (bib5) 2020; 395
bib36
Harrer (bib14) 2023; 90
bib78
Hossain, Krishna Pillai, Dansy, Bilong (bib10) 2021; 8
bib35
(bib77) 2021
OpenAI (bib3) 2023
Chen, Zaharia, Zou (bib8) 2023
Kim (bib85) 2022
Yadav, Malik, Dabas, Singh (bib25) 2019; 3
Shen, Chen, Backes, Zhang (bib67) 2023
Kung, Cheatham, Medenilla (bib42) 2023; 2
Ting, Gunasekeran, Wickham, Wong (bib49) 2020; 104
(bib31) 2017; 10
Sarraju, Bruemmer, Van Iterson, Cho, Rodriguez, Laffin (bib53) 2023; 329
Saluja, Rudolfson, Massenburg, Meara, Shrime (bib48) 2020; 5
Dahmen, Kayaalp, Ollivier (bib15) 2023; 31
Ouyang, Wu, Jiang (bib70) 2022
Singh (bib28) 2023; 65
World Health Organization (bib29) 2021
Mgbako, Miller, Santoro (bib81) 2020; 24
bib80
Howard, Hope, Gerada (bib54) 2023; 23
Oh, Choi, Lee (bib43) 2023; 104
Li, Guo, Fan, Xu, Song (bib79) 2023
Beracochea, Dickson, Freeman, Thomason (bib39) 1995; 25
Thaver, Harpham, McPake, Garner (bib38) 1998; 46
Jiao, Wang, Huang, Wang, Tu (bib13) 2023
Zhu, Mou, Chen (bib24) 2023
Demyttenaere, Bruffaerts, Posada-Villa (bib27) 2004; 291
Al Shamsi, Almutairi, Al Mashrafi, Al Kalbani (bib66) 2020; 35
Abdel-Messih, Boulos (bib84) 2023; 9
Nori, King, McKinney, Carignan, Horvitz (bib41) 2023
McCradden, Kirsch (bib75) 2023; 29
Tschandl, Rinner, Apalla (bib83) 2020; 26
Di Bitetti, Ferreras (bib63) 2017; 46
Balas, Ing (bib47) 2023; 1
Bommineni, Bhagwagar, Balcarcel, Davazitkos, Boyer (bib17) 2023
Kimmarita (bib32)
Cao, Bao, Oppong (bib82) 2020; 33
Maher (bib61) 1986; 7
Gilson, Safranek, Huang (bib16) 2023; 9
Alliance for Affordable Internet (bib76) 2020
Sallam (bib44) 2023; 11
(bib62) 2023
Dwivedi, Pandey, Currie, Micu (bib52) 2023
Garzon-Chavez, Romero-Alvarez, Bonifaz (bib50) 2021; 16
Love, Berg, Podilchuk (bib51) 2018; 4
Eloundou, Manning, Mishkin, Rock (bib4) 2023
Xiang (bib37) 2023
Van Bulck, Moons (bib69) 2023
Ciecierski-Holmes, Singh, Axt, Brenner, Barteit (bib7) 2022; 5
Johnson, Goodman, Patrinely (bib20) 2023
Ayers, Poliak, Dredze (bib30) 2023; 183
Rao, Kim, Kamineni, Pang, Lie, Succi (bib46) 2023
Jeblick, Schachtner, Dexl (bib59) 2022
Brown, Mann, Ryder (bib71) 2020
Parry, Wilkinson (bib26) 2020; 17
Tu, Ma, Zhang (bib56) 2023
Cao, Zhou, Lee, Cabello, Chen, Hershcovich (bib73) 2023
Chan, Mamat, Nadarajah (bib60) 2022; 22
Yeo, Samaan, Ng (bib12) 2023; 29
Oh, Lee, Ko, Choi (bib34) 2017
Hulman, Dollerup, Mortensen (bib11) 2023; 18
bib23
World Health Organization (bib1) 1998
bib22
Iftikhar, Iftikhar, Hanif (bib21) 2023
Cascella, Montomoli, Bellini, Bignami (bib45) 2023; 47
bib64
Ali, Dobbs, Hutchings, Whitaker (bib57) 2023; 5
Antaki, Touma, Milad, El-Khoury, Duval (bib55) 2023; 3
Das, Kumar, Longjam (bib19) 2023; 15
(bib65) 2023
Johnson, King, Warner, Aneja, Kann, Bylund (bib86) 2023; 7
van de Sande, Van Genderen, Smit (bib6) 2022; 29
(bib2) 2021
Haroz, Bolton, Gross, Chan, Michalopoulos, Bass (bib74) 2016; 51
Lai, Ngo, Veyseh (bib72) 2023
Patel, Lam (bib58) 2023; 5
Abd-Alrazaq, Alajlani, Ali, Denecke, Bewick, Househ (bib33) 2021; 23
Singhal, Tu, Gottweis (bib68) 2023
Al-Shamsi (bib40) 2017; 5
Singh (10.1016/j.lanwpc.2023.100905_bib28) 2023; 65
Ciecierski-Holmes (10.1016/j.lanwpc.2023.100905_bib7) 2022; 5
Garzon-Chavez (10.1016/j.lanwpc.2023.100905_bib50) 2021; 16
Zhu (10.1016/j.lanwpc.2023.100905_bib24) 2023
Rao (10.1016/j.lanwpc.2023.100905_bib46) 2023
Van Bulck (10.1016/j.lanwpc.2023.100905_bib69) 2023
OpenAI (10.1016/j.lanwpc.2023.100905_bib3) 2023
Kimmarita (10.1016/j.lanwpc.2023.100905_bib32)
Cascella (10.1016/j.lanwpc.2023.100905_bib45) 2023; 47
Cao (10.1016/j.lanwpc.2023.100905_bib82) 2020; 33
Gilson (10.1016/j.lanwpc.2023.100905_bib16) 2023; 9
Das (10.1016/j.lanwpc.2023.100905_bib19) 2023; 15
Thaver (10.1016/j.lanwpc.2023.100905_bib38) 1998; 46
Love (10.1016/j.lanwpc.2023.100905_bib51) 2018; 4
Harrer (10.1016/j.lanwpc.2023.100905_bib14) 2023; 90
(10.1016/j.lanwpc.2023.100905_bib77) 2021
Parry (10.1016/j.lanwpc.2023.100905_bib26) 2020; 17
Howard (10.1016/j.lanwpc.2023.100905_bib54) 2023; 23
Antaki (10.1016/j.lanwpc.2023.100905_bib55) 2023; 3
Yadav (10.1016/j.lanwpc.2023.100905_bib25) 2019; 3
Jeblick (10.1016/j.lanwpc.2023.100905_bib59) 2022
Abdel-Messih (10.1016/j.lanwpc.2023.100905_bib84) 2023; 9
(10.1016/j.lanwpc.2023.100905_bib65) 2023
Xiang (10.1016/j.lanwpc.2023.100905_bib37) 2023
van de Sande (10.1016/j.lanwpc.2023.100905_bib6) 2022; 29
Kim (10.1016/j.lanwpc.2023.100905_bib85) 2022
Sallam (10.1016/j.lanwpc.2023.100905_bib44) 2023; 11
Johnson (10.1016/j.lanwpc.2023.100905_bib20) 2023
Balas (10.1016/j.lanwpc.2023.100905_bib47) 2023; 1
Demyttenaere (10.1016/j.lanwpc.2023.100905_bib27) 2004; 291
Chen (10.1016/j.lanwpc.2023.100905_bib8) 2023
Yeo (10.1016/j.lanwpc.2023.100905_bib12) 2023; 29
Oh (10.1016/j.lanwpc.2023.100905_bib43) 2023; 104
Guo (10.1016/j.lanwpc.2023.100905_bib9) 2018; 2
Jiao (10.1016/j.lanwpc.2023.100905_bib13) 2023
Lai (10.1016/j.lanwpc.2023.100905_bib72) 2023
Dwivedi (10.1016/j.lanwpc.2023.100905_bib52) 2023
Haroz (10.1016/j.lanwpc.2023.100905_bib74) 2016; 51
Eloundou (10.1016/j.lanwpc.2023.100905_bib4) 2023
Abd-Alrazaq (10.1016/j.lanwpc.2023.100905_bib33) 2021; 23
Maher (10.1016/j.lanwpc.2023.100905_bib61) 1986; 7
World Health Organization (10.1016/j.lanwpc.2023.100905_bib1) 1998
Moons (10.1016/j.lanwpc.2023.100905_bib18) 2023
Cao (10.1016/j.lanwpc.2023.100905_bib73) 2023
Tschandl (10.1016/j.lanwpc.2023.100905_bib83) 2020; 26
Hulman (10.1016/j.lanwpc.2023.100905_bib11) 2023; 18
Schwalbe (10.1016/j.lanwpc.2023.100905_bib5) 2020; 395
Hossain (10.1016/j.lanwpc.2023.100905_bib10) 2021; 8
Alliance for Affordable Internet (10.1016/j.lanwpc.2023.100905_bib76) 2020
Ayers (10.1016/j.lanwpc.2023.100905_bib30) 2023; 183
Nori (10.1016/j.lanwpc.2023.100905_bib41) 2023
Johnson (10.1016/j.lanwpc.2023.100905_bib86) 2023; 7
(10.1016/j.lanwpc.2023.100905_bib62) 2023
Sarraju (10.1016/j.lanwpc.2023.100905_bib53) 2023; 329
Ting (10.1016/j.lanwpc.2023.100905_bib49) 2020; 104
Mgbako (10.1016/j.lanwpc.2023.100905_bib81) 2020; 24
Ali (10.1016/j.lanwpc.2023.100905_bib57) 2023; 5
Al Shamsi (10.1016/j.lanwpc.2023.100905_bib66) 2020; 35
Di Bitetti (10.1016/j.lanwpc.2023.100905_bib63) 2017; 46
Patel (10.1016/j.lanwpc.2023.100905_bib58) 2023; 5
Singhal (10.1016/j.lanwpc.2023.100905_bib68) 2023
Al-Shamsi (10.1016/j.lanwpc.2023.100905_bib40) 2017; 5
Kung (10.1016/j.lanwpc.2023.100905_bib42) 2023; 2
Tu (10.1016/j.lanwpc.2023.100905_bib56) 2023
Chan (10.1016/j.lanwpc.2023.100905_bib60) 2022; 22
McCradden (10.1016/j.lanwpc.2023.100905_bib75) 2023; 29
Iftikhar (10.1016/j.lanwpc.2023.100905_bib21) 2023
Oh (10.1016/j.lanwpc.2023.100905_bib34) 2017
Li (10.1016/j.lanwpc.2023.100905_bib79) 2023
Ouyang (10.1016/j.lanwpc.2023.100905_bib70) 2022
(10.1016/j.lanwpc.2023.100905_bib31) 2017; 10
Bommineni (10.1016/j.lanwpc.2023.100905_bib17) 2023
Saluja (10.1016/j.lanwpc.2023.100905_bib48) 2020; 5
Beracochea (10.1016/j.lanwpc.2023.100905_bib39) 1995; 25
Dahmen (10.1016/j.lanwpc.2023.100905_bib15) 2023; 31
World Health Organization (10.1016/j.lanwpc.2023.100905_bib29) 2021
Shen (10.1016/j.lanwpc.2023.100905_bib67) 2023
(10.1016/j.lanwpc.2023.100905_bib2) 2021
Brown (10.1016/j.lanwpc.2023.100905_bib71) 2020
References_xml – volume: 9
  year: 2023
  ident: bib16
  article-title: How does ChatGPT perform on the United States medical licensing examination? The implications of large language models for medical education and knowledge assessment
  publication-title: JMIR Med Educ
  contributor:
    fullname: Huang
– volume: 26
  start-page: 1229
  year: 2020
  end-page: 1234
  ident: bib83
  article-title: Human–computer collaboration for skin cancer recognition
  publication-title: Nat Med
  contributor:
    fullname: Apalla
– volume: 9
  year: 2023
  ident: bib84
  article-title: ChatGPT in clinical toxicology
  publication-title: JMIR Med Education
  contributor:
    fullname: Boulos
– volume: 395
  start-page: 1579
  year: 2020
  end-page: 1586
  ident: bib5
  article-title: Artificial intelligence and the future of global health
  publication-title: Lancet
  contributor:
    fullname: Wahl
– volume: 65
  start-page: 297
  year: 2023
  ident: bib28
  article-title: Artificial intelligence in the era of ChatGPT - opportunities and challenges in mental health care
  publication-title: Indian J Psychiatry
  contributor:
    fullname: Singh
– volume: 7
  start-page: kad015
  year: 2023
  ident: bib86
  article-title: Using ChatGPT to evaluate cancer myths and misconceptions: artificial intelligence and cancer information
  publication-title: JNCI Cancer Spectrum
  contributor:
    fullname: Bylund
– year: 2023
  ident: bib24
  article-title: Can the ChatGPT and other large language models with internet-connected database solve the questions and concerns of patient with prostate cancer?
  contributor:
    fullname: Chen
– year: 2023
  ident: bib79
  article-title: Multi-step jailbreaking privacy attacks on ChatGPT
  contributor:
    fullname: Song
– volume: 3
  start-page: 100324
  year: 2023
  ident: bib55
  article-title: Evaluating the performance of ChatGPT in ophthalmology: an analysis of its successes and shortcomings
  publication-title: Ophthalmol Sci
  contributor:
    fullname: Duval
– year: 2023
  ident: bib8
  article-title: FrugalGPT: how to use large language models while reducing cost and improving performance
  contributor:
    fullname: Zou
– ident: bib78
  article-title: How your data is used to improve model performance | OpenAI Help Center
– volume: 5
  start-page: 210
  year: 2017
  end-page: 219
  ident: bib40
  article-title: Addressing the physicians' shortage in developing countries by accelerating and reforming the medical education: is it possible?
  publication-title: J Adv Med Educ Prof
  contributor:
    fullname: Al-Shamsi
– volume: 18
  year: 2023
  ident: bib11
  article-title: ChatGPT- versus human-generated answers to frequently asked questions about diabetes: a Turing test-inspired survey among employees of a danish diabetes center
  publication-title: PLoS One
  contributor:
    fullname: Mortensen
– year: 2023
  ident: bib37
  article-title: The amateurs jailbreaking GPT say they’re preventing a closed-source AI dystopia
  publication-title: Vice
  contributor:
    fullname: Xiang
– year: 2022
  ident: bib70
  article-title: Training language models to follow instructions with human feedback
  contributor:
    fullname: Jiang
– ident: bib22
  article-title: Be my eyes
– volume: 35
  start-page: e122
  year: 2020
  ident: bib66
  article-title: Implications of language barriers for healthcare: a systematic review
  publication-title: Oman Med J
  contributor:
    fullname: Al Kalbani
– volume: 104
  start-page: 269
  year: 2023
  end-page: 273
  ident: bib43
  article-title: ChatGPT goes to operating room: evaluating GPT-4 performance and future direction of surgical education and training in the era of large language models
  publication-title: Ann Surg Treat Res
  contributor:
    fullname: Lee
– year: 2023
  ident: bib4
  article-title: GPTs are GPTs: an early look at the labor market impact potential of large language models
  contributor:
    fullname: Rock
– volume: 17
  start-page: 29
  year: 2020
  end-page: 31
  ident: bib26
  article-title: Mental health services in cambodia: an overview
  publication-title: BJPsych Int
  contributor:
    fullname: Wilkinson
– volume: 29
  start-page: 765
  year: 2023
  end-page: 766
  ident: bib75
  article-title: Patient wisdom should be incorporated into health AI to avoid algorithmic paternalism
  publication-title: Nat Med
  contributor:
    fullname: Kirsch
– volume: 25
  start-page: 69
  year: 1995
  end-page: 74
  ident: bib39
  article-title: Case management quality assessment in rural areas of Papua New Guinea
  publication-title: Trop Doct
  contributor:
    fullname: Thomason
– volume: 31
  start-page: 1
  year: 2023
  end-page: 3
  ident: bib15
  article-title: Artificial intelligence bot ChatGPT in medical research: the potential game changer as a double-edged sword
  publication-title: Knee Surg Sports Traumatol Arthrosc
  contributor:
    fullname: Ollivier
– year: 2023
  ident: bib67
  article-title: In ChatGPT we trust? Measuring and characterizing the reliability of ChatGPT
  contributor:
    fullname: Zhang
– year: 2023
  ident: bib13
  article-title: Is ChatGPT A good translator? Yes with GPT-4 as the engine
  publication-title: arXiv
  contributor:
    fullname: Tu
– volume: 15
  year: 2023
  ident: bib19
  article-title: Assessing the capability of ChatGPT in answering first- and second-order knowledge questions on microbiology as per competency-based medical education curriculum
  publication-title: Cureus
  contributor:
    fullname: Longjam
– volume: 104
  start-page: 299
  year: 2020
  end-page: 300
  ident: bib49
  article-title: Next generation telemedicine platforms to screen and triage
  publication-title: Br J Ophthalmol
  contributor:
    fullname: Wong
– ident: bib32
  article-title: Ministry to launch app, chatbot to help counter gender violence
  contributor:
    fullname: Kimmarita
– ident: bib35
  article-title: ‘He would still be here’: man dies by suicide after talking with AI chatbot, widow says
– volume: 5
  start-page: e107
  year: 2023
  end-page: e108
  ident: bib58
  article-title: ChatGPT: the future of discharge summaries?
  publication-title: Lancet Digital Health
  contributor:
    fullname: Lam
– year: 2023
  ident: bib65
  publication-title: List of official languages by country and territory
– volume: 3
  start-page: 1
  year: 2019
  end-page: 30
  ident: bib25
  article-title: Feedpal: understanding opportunities for chatbots in breastfeeding education of women in India
  publication-title: Proc ACM Hum-Comput Interact
  contributor:
    fullname: Singh
– volume: 7
  start-page: 206
  year: 1986
  end-page: 218
  ident: bib61
  article-title: The development of english as an international language of medicine
  publication-title: Applied Linguistics
  contributor:
    fullname: Maher
– year: 2023
  ident: bib72
  article-title: ChatGPT beyond english: towards a comprehensive evaluation of large language models in multilingual learning
  contributor:
    fullname: Veyseh
– volume: 183
  start-page: 589
  year: 2023
  ident: bib30
  article-title: Comparing physician and artificial intelligence chatbot responses to patient questions posted to a public social media forum
  publication-title: JAMA Intern Med
  contributor:
    fullname: Dredze
– volume: 4
  start-page: 1
  year: 2018
  end-page: 9
  ident: bib51
  article-title: Palpable breast lump triage by minimally trained operators in Mexico using computer-assisted diagnosis and low-cost ultrasound
  publication-title: JGO
  contributor:
    fullname: Podilchuk
– volume: 47
  start-page: 33
  year: 2023
  ident: bib45
  article-title: Evaluating the feasibility of ChatGPT in healthcare: an analysis of multiple clinical and research scenarios
  publication-title: J Med Syst
  contributor:
    fullname: Bignami
– volume: 23
  year: 2021
  ident: bib33
  article-title: Perceptions and opinions of patients about mental health chatbots: scoping review
  publication-title: J Med Internet Res
  contributor:
    fullname: Househ
– start-page: 371
  year: 2017
  end-page: 375
  ident: bib34
  article-title: A chatbot for psychiatric counseling in mental healthcare service based on emotional dialogue analysis and sentence generation
  publication-title: 2017 18th IEEE international conference on mobile data management (MDM)
  contributor:
    fullname: Choi
– volume: 5
  start-page: 162
  year: 2022
  ident: bib7
  article-title: Artificial intelligence for strengthening healthcare systems in low- and middle-income countries: a systematic scoping review
  publication-title: NPJ Digit Med
  contributor:
    fullname: Barteit
– volume: 29
  year: 2022
  ident: bib6
  article-title: Developing, implementing and governing artificial intelligence in medicine: a step-by-step approach to prevent an artificial intelligence winter
  publication-title: BMJ Health Care Inform
  contributor:
    fullname: Smit
– ident: bib23
  article-title: Community stories
– volume: 33
  start-page: 44
  year: 2020
  end-page: 50
  ident: bib82
  article-title: Digital health for sexually transmitted infection and HIV services: a global scoping review
  publication-title: Curr Opin Infect Dis
  contributor:
    fullname: Oppong
– year: 2023
  ident: bib21
  article-title: DocGPT: impact of ChatGPT-3 on health services as a virtual doctor
  contributor:
    fullname: Hanif
– volume: 2
  year: 2023
  ident: bib42
  article-title: Performance of ChatGPT on USMLE: potential for AI-assisted medical education using large language models
  publication-title: PLoS Digital Health
  contributor:
    fullname: Medenilla
– volume: 8
  start-page: 58
  year: 2021
  end-page: 73
  ident: bib10
  article-title: Mr Dr. Health-assistant chatbot
  publication-title: Int J Artif Intell
  contributor:
    fullname: Bilong
– year: 2020
  ident: bib76
  article-title: Meaningful connectivity: a new target to raise the bar for internet access
  contributor:
    fullname: Alliance for Affordable Internet
– year: 2023
  ident: bib41
  article-title: Capabilities of GPT-4 on medical challenge problems
  contributor:
    fullname: Horvitz
– year: 2021
  ident: bib77
  publication-title: Satellites beat balloons in race for flying internet
– volume: 5
  start-page: e179
  year: 2023
  end-page: e181
  ident: bib57
  article-title: Using ChatGPT to write patient clinic letters
  publication-title: Lancet Digital Health
  contributor:
    fullname: Whitaker
– year: 2022
  ident: bib85
  article-title: Search for medical information and treatment options for musculoskeletal disorders through an artificial intelligence Chatbot: focusing on shoulder impingement syndrome
  publication-title: medRxiv
  contributor:
    fullname: Kim
– volume: 291
  start-page: 2581
  year: 2004
  end-page: 2590
  ident: bib27
  article-title: Prevalence, severity, and unmet need for treatment of mental disorders in the world health organization world mental health surveys
  publication-title: JAMA
  contributor:
    fullname: Posada-Villa
– year: 2023
  ident: bib46
  article-title: Evaluating ChatGPT as an adjunct for radiologic decision-making
  publication-title: medRxiv
  contributor:
    fullname: Succi
– start-page: 5
  year: 1998
  end-page: 6
  ident: bib1
  article-title: Improving health care in developing countries using quality assurance: report of a World Health Organization pre-ISQUA joint review meeting
  contributor:
    fullname: World Health Organization
– year: 2023
  ident: bib73
  article-title: Assessing cross-cultural alignment between ChatGPT and human societies: an empirical study
  contributor:
    fullname: Hershcovich
– volume: 46
  start-page: 1441
  year: 1998
  end-page: 1449
  ident: bib38
  article-title: Private practitioners in the slums of Karachi: what quality of care do they offer?
  publication-title: Soc Sci Med
  contributor:
    fullname: Garner
– year: 2022
  ident: bib59
  article-title: ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports
  contributor:
    fullname: Dexl
– year: 2020
  ident: bib71
  article-title: Language models are few-shot learners
  contributor:
    fullname: Ryder
– volume: 29
  start-page: 721
  year: 2023
  end-page: 732
  ident: bib12
  article-title: Assessing the performance of ChatGPT in answering questions regarding cirrhosis and hepatocellular carcinoma
  publication-title: Clin Mol Hepatol
  contributor:
    fullname: Ng
– year: 2021
  ident: bib2
  article-title: COVID-19 and the social determinants of health and health equity: evidence brief
– volume: 10
  start-page: 39
  year: 2017
  end-page: 46
  ident: bib31
  article-title: A fully automated conversational agent for promoting mental well-being: a pilot RCT using mixed methods
  publication-title: Internet Interv
– volume: 5
  year: 2020
  ident: bib48
  article-title: The impact of physician migration on mortality in low and middle-income countries: an economic modelling study
  publication-title: BMJ Glob Health
  contributor:
    fullname: Shrime
– volume: 329
  start-page: 842
  year: 2023
  end-page: 844
  ident: bib53
  article-title: Appropriateness of cardiovascular disease prevention recommendations obtained from a popular online chat-based artificial intelligence model
  publication-title: JAMA
  contributor:
    fullname: Laffin
– year: 2023
  ident: bib17
  article-title: Performance of ChatGPT on the MCAT: the road to personalized and equitable premedical learning
  contributor:
    fullname: Boyer
– volume: 46
  start-page: 121
  year: 2017
  end-page: 127
  ident: bib63
  article-title: Publish (in English) or perish: the effect on citation rate of using languages other than English in scientific publications
  publication-title: Ambio
  contributor:
    fullname: Ferreras
– year: 2023
  ident: bib20
  article-title: Assessing the accuracy and reliability of AI-generated medical responses: an evaluation of the chat-GPT model
  publication-title: Research Square (preprint)
  contributor:
    fullname: Patrinely
– year: 2023
  ident: bib18
  article-title: ChatGPT: can artificial intelligence language models be of value for cardiovascular nurses and allied health professionals
  publication-title: Eur J Cardiovasc Nurs
  contributor:
    fullname: Van Bulck
– volume: 1
  year: 2023
  ident: bib47
  article-title: Conversational AI models for ophthalmic diagnosis: comparison of ChatGPT and the isabel pro differential diagnosis generator
  publication-title: JFO Open Ophthalmology
  contributor:
    fullname: Ing
– ident: bib64
  article-title: World bank country and lending groups – world bank data help desk
– volume: 16
  year: 2021
  ident: bib50
  article-title: Adapting for the COVID-19 pandemic in Ecuador, a characterization of hospital strategies and patients
  publication-title: PLoS One
  contributor:
    fullname: Bonifaz
– volume: 11
  start-page: 887
  year: 2023
  ident: bib44
  article-title: ChatGPT utility in healthcare education, research, and practice: systematic review on the promising perspectives and valid concerns
  publication-title: Healthcare
  contributor:
    fullname: Sallam
– year: 2023
  ident: bib52
  article-title: Leveraging ChatGPT and other generative artificial intelligence (AI)-based applications in the hospitality and tourism industry: practices, challenges and research agenda
  publication-title: IJCHM
  contributor:
    fullname: Micu
– volume: 23
  start-page: 405
  year: 2023
  end-page: 406
  ident: bib54
  article-title: ChatGPT and antimicrobial advice: the end of the consulting infection doctor?
  publication-title: Lancet Infect Dis
  contributor:
    fullname: Gerada
– volume: 51
  start-page: 981
  year: 2016
  end-page: 991
  ident: bib74
  article-title: Depression symptoms across cultures: an IRT analysis of standard depression symptoms using data from eight countries
  publication-title: Soc Psychiatry Psychiatr Epidemiol
  contributor:
    fullname: Bass
– volume: 22
  start-page: 405
  year: 2022
  ident: bib60
  article-title: Mind your language: the importance of English language skills in an International Medical Programme (IMP)
  publication-title: BMC Med Educ
  contributor:
    fullname: Nadarajah
– volume: 90
  year: 2023
  ident: bib14
  article-title: Attention is not all you need: the complicated case of ethically using large language models in healthcare and medicine
  publication-title: eBioMedicine
  contributor:
    fullname: Harrer
– year: 2021
  ident: bib29
  article-title: Mental health atlas 2020
  contributor:
    fullname: World Health Organization
– ident: bib36
  article-title: Usage policies
– ident: bib80
  article-title: China mandates security reviews for AI services like ChatGPT - bloomberg
– year: 2023
  ident: bib3
  article-title: GPT-4 technical report
  contributor:
    fullname: OpenAI
– volume: 2
  start-page: 174
  year: 2018
  end-page: 181
  ident: bib9
  article-title: The application of medical artificial intelligence technology in rural areas of developing countries
  publication-title: Health Equity
  contributor:
    fullname: Li
– year: 2023
  ident: bib62
  publication-title: Historical yearly trends in the usage statistics of content languages for websites
– year: 2023
  ident: bib68
  article-title: Towards expert-level medical question answering with large language models
  contributor:
    fullname: Gottweis
– volume: 24
  start-page: 1990
  year: 2020
  end-page: 1993
  ident: bib81
  article-title: COVID-19, telemedicine, and patient empowerment in HIV care and research
  publication-title: AIDS Behav
  contributor:
    fullname: Santoro
– year: 2023
  ident: bib56
  article-title: Causal-discovery performance of ChatGPT in the context of neuropathic pain diagnosis
  contributor:
    fullname: Zhang
– year: 2023
  ident: bib69
  article-title: What if your patient switches from Dr. Google to Dr. ChatGPT? A vignette-based survey of the trustworthiness, value, and danger of ChatGPT-generated responses to health questions
  publication-title: Eur J Cardiovasc Nurs
  contributor:
    fullname: Moons
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib68
  contributor:
    fullname: Singhal
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib20
  article-title: Assessing the accuracy and reliability of AI-generated medical responses: an evaluation of the chat-GPT model
  publication-title: Research Square (preprint)
  contributor:
    fullname: Johnson
– volume: 291
  start-page: 2581
  year: 2004
  ident: 10.1016/j.lanwpc.2023.100905_bib27
  article-title: Prevalence, severity, and unmet need for treatment of mental disorders in the world health organization world mental health surveys
  publication-title: JAMA
  doi: 10.1001/jama.291.21.2581
  contributor:
    fullname: Demyttenaere
– volume: 9
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib84
  article-title: ChatGPT in clinical toxicology
  publication-title: JMIR Med Education
  contributor:
    fullname: Abdel-Messih
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib41
  contributor:
    fullname: Nori
– volume: 15
  issue: 3
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib19
  article-title: Assessing the capability of ChatGPT in answering first- and second-order knowledge questions on microbiology as per competency-based medical education curriculum
  publication-title: Cureus
  contributor:
    fullname: Das
– year: 2021
  ident: 10.1016/j.lanwpc.2023.100905_bib77
– volume: 4
  start-page: 1
  year: 2018
  ident: 10.1016/j.lanwpc.2023.100905_bib51
  article-title: Palpable breast lump triage by minimally trained operators in Mexico using computer-assisted diagnosis and low-cost ultrasound
  publication-title: JGO
  doi: 10.1200/JGO.17.00222
  contributor:
    fullname: Love
– volume: 25
  start-page: 69
  year: 1995
  ident: 10.1016/j.lanwpc.2023.100905_bib39
  article-title: Case management quality assessment in rural areas of Papua New Guinea
  publication-title: Trop Doct
  doi: 10.1177/004947559502500207
  contributor:
    fullname: Beracochea
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib3
  contributor:
    fullname: OpenAI
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib18
  article-title: ChatGPT: can artificial intelligence language models be of value for cardiovascular nurses and allied health professionals
  publication-title: Eur J Cardiovasc Nurs
  doi: 10.1093/eurjcn/zvad022
  contributor:
    fullname: Moons
– volume: 8
  start-page: 58
  year: 2021
  ident: 10.1016/j.lanwpc.2023.100905_bib10
  article-title: Mr Dr. Health-assistant chatbot
  publication-title: Int J Artif Intell
  contributor:
    fullname: Hossain
– volume: 7
  start-page: kad015
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib86
  article-title: Using ChatGPT to evaluate cancer myths and misconceptions: artificial intelligence and cancer information
  publication-title: JNCI Cancer Spectrum
  doi: 10.1093/jncics/pkad015
  contributor:
    fullname: Johnson
– volume: 183
  start-page: 589
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib30
  article-title: Comparing physician and artificial intelligence chatbot responses to patient questions posted to a public social media forum
  publication-title: JAMA Intern Med
  doi: 10.1001/jamainternmed.2023.1838
  contributor:
    fullname: Ayers
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib73
  contributor:
    fullname: Cao
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib79
  contributor:
    fullname: Li
– volume: 104
  start-page: 269
  issue: 5
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib43
  article-title: ChatGPT goes to operating room: evaluating GPT-4 performance and future direction of surgical education and training in the era of large language models
  publication-title: Ann Surg Treat Res
  doi: 10.4174/astr.2023.104.5.269
  contributor:
    fullname: Oh
– volume: 24
  start-page: 1990
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib81
  article-title: COVID-19, telemedicine, and patient empowerment in HIV care and research
  publication-title: AIDS Behav
  doi: 10.1007/s10461-020-02926-x
  contributor:
    fullname: Mgbako
– year: 2021
  ident: 10.1016/j.lanwpc.2023.100905_bib2
– volume: 9
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib16
  article-title: How does ChatGPT perform on the United States medical licensing examination? The implications of large language models for medical education and knowledge assessment
  publication-title: JMIR Med Educ
  doi: 10.2196/45312
  contributor:
    fullname: Gilson
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib4
  contributor:
    fullname: Eloundou
– volume: 29
  start-page: 765
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib75
  article-title: Patient wisdom should be incorporated into health AI to avoid algorithmic paternalism
  publication-title: Nat Med
  doi: 10.1038/s41591-023-02224-8
  contributor:
    fullname: McCradden
– volume: 2
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib42
  article-title: Performance of ChatGPT on USMLE: potential for AI-assisted medical education using large language models
  publication-title: PLoS Digital Health
  doi: 10.1371/journal.pdig.0000198
  contributor:
    fullname: Kung
– volume: 329
  start-page: 842
  issue: 10
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib53
  article-title: Appropriateness of cardiovascular disease prevention recommendations obtained from a popular online chat-based artificial intelligence model
  publication-title: JAMA
  doi: 10.1001/jama.2023.1044
  contributor:
    fullname: Sarraju
– year: 2021
  ident: 10.1016/j.lanwpc.2023.100905_bib29
  contributor:
    fullname: World Health Organization
– volume: 29
  start-page: 721
  issue: 3
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib12
  article-title: Assessing the performance of ChatGPT in answering questions regarding cirrhosis and hepatocellular carcinoma
  publication-title: Clin Mol Hepatol
  doi: 10.3350/cmh.2023.0089
  contributor:
    fullname: Yeo
– volume: 35
  start-page: e122
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib66
  article-title: Implications of language barriers for healthcare: a systematic review
  publication-title: Oman Med J
  doi: 10.5001/omj.2020.40
  contributor:
    fullname: Al Shamsi
– volume: 51
  start-page: 981
  year: 2016
  ident: 10.1016/j.lanwpc.2023.100905_bib74
  article-title: Depression symptoms across cultures: an IRT analysis of standard depression symptoms using data from eight countries
  publication-title: Soc Psychiatry Psychiatr Epidemiol
  doi: 10.1007/s00127-016-1218-3
  contributor:
    fullname: Haroz
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib8
  contributor:
    fullname: Chen
– volume: 31
  start-page: 1
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib15
  article-title: Artificial intelligence bot ChatGPT in medical research: the potential game changer as a double-edged sword
  publication-title: Knee Surg Sports Traumatol Arthrosc
  doi: 10.1007/s00167-023-07355-6
  contributor:
    fullname: Dahmen
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib21
  contributor:
    fullname: Iftikhar
– volume: 5
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib48
  article-title: The impact of physician migration on mortality in low and middle-income countries: an economic modelling study
  publication-title: BMJ Glob Health
  doi: 10.1136/bmjgh-2019-001535
  contributor:
    fullname: Saluja
– volume: 26
  start-page: 1229
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib83
  article-title: Human–computer collaboration for skin cancer recognition
  publication-title: Nat Med
  doi: 10.1038/s41591-020-0942-0
  contributor:
    fullname: Tschandl
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib24
  contributor:
    fullname: Zhu
– volume: 3
  start-page: 1
  year: 2019
  ident: 10.1016/j.lanwpc.2023.100905_bib25
  article-title: Feedpal: understanding opportunities for chatbots in breastfeeding education of women in India
  publication-title: Proc ACM Hum-Comput Interact
  contributor:
    fullname: Yadav
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib62
– volume: 17
  start-page: 29
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib26
  article-title: Mental health services in cambodia: an overview
  publication-title: BJPsych Int
  doi: 10.1192/bji.2019.24
  contributor:
    fullname: Parry
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib52
  article-title: Leveraging ChatGPT and other generative artificial intelligence (AI)-based applications in the hospitality and tourism industry: practices, challenges and research agenda
  publication-title: IJCHM
  contributor:
    fullname: Dwivedi
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib46
  article-title: Evaluating ChatGPT as an adjunct for radiologic decision-making
  publication-title: medRxiv
  contributor:
    fullname: Rao
– year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib76
  contributor:
    fullname: Alliance for Affordable Internet
– ident: 10.1016/j.lanwpc.2023.100905_bib32
  contributor:
    fullname: Kimmarita
– volume: 1
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib47
  article-title: Conversational AI models for ophthalmic diagnosis: comparison of ChatGPT and the isabel pro differential diagnosis generator
  publication-title: JFO Open Ophthalmology
  doi: 10.1016/j.jfop.2023.100005
  contributor:
    fullname: Balas
– volume: 33
  start-page: 44
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib82
  article-title: Digital health for sexually transmitted infection and HIV services: a global scoping review
  publication-title: Curr Opin Infect Dis
  doi: 10.1097/QCO.0000000000000619
  contributor:
    fullname: Cao
– volume: 2
  start-page: 174
  year: 2018
  ident: 10.1016/j.lanwpc.2023.100905_bib9
  article-title: The application of medical artificial intelligence technology in rural areas of developing countries
  publication-title: Health Equity
  doi: 10.1089/heq.2018.0037
  contributor:
    fullname: Guo
– volume: 46
  start-page: 121
  year: 2017
  ident: 10.1016/j.lanwpc.2023.100905_bib63
  article-title: Publish (in English) or perish: the effect on citation rate of using languages other than English in scientific publications
  publication-title: Ambio
  doi: 10.1007/s13280-016-0820-7
  contributor:
    fullname: Di Bitetti
– volume: 47
  start-page: 33
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib45
  article-title: Evaluating the feasibility of ChatGPT in healthcare: an analysis of multiple clinical and research scenarios
  publication-title: J Med Syst
  contributor:
    fullname: Cascella
– year: 2022
  ident: 10.1016/j.lanwpc.2023.100905_bib70
  contributor:
    fullname: Ouyang
– volume: 16
  year: 2021
  ident: 10.1016/j.lanwpc.2023.100905_bib50
  article-title: Adapting for the COVID-19 pandemic in Ecuador, a characterization of hospital strategies and patients
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0251295
  contributor:
    fullname: Garzon-Chavez
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib65
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib56
  contributor:
    fullname: Tu
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib72
  contributor:
    fullname: Lai
– volume: 90
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib14
  article-title: Attention is not all you need: the complicated case of ethically using large language models in healthcare and medicine
  publication-title: eBioMedicine
  doi: 10.1016/j.ebiom.2023.104512
  contributor:
    fullname: Harrer
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib67
  contributor:
    fullname: Shen
– year: 2022
  ident: 10.1016/j.lanwpc.2023.100905_bib59
  contributor:
    fullname: Jeblick
– start-page: 5
  year: 1998
  ident: 10.1016/j.lanwpc.2023.100905_bib1
  contributor:
    fullname: World Health Organization
– volume: 10
  start-page: 39
  year: 2017
  ident: 10.1016/j.lanwpc.2023.100905_bib31
  article-title: A fully automated conversational agent for promoting mental well-being: a pilot RCT using mixed methods
  publication-title: Internet Interv
  doi: 10.1016/j.invent.2017.10.002
– volume: 5
  start-page: 162
  year: 2022
  ident: 10.1016/j.lanwpc.2023.100905_bib7
  article-title: Artificial intelligence for strengthening healthcare systems in low- and middle-income countries: a systematic scoping review
  publication-title: NPJ Digit Med
  doi: 10.1038/s41746-022-00700-y
  contributor:
    fullname: Ciecierski-Holmes
– volume: 65
  start-page: 297
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib28
  article-title: Artificial intelligence in the era of ChatGPT - opportunities and challenges in mental health care
  publication-title: Indian J Psychiatry
  doi: 10.4103/indianjpsychiatry.indianjpsychiatry_112_23
  contributor:
    fullname: Singh
– volume: 29
  year: 2022
  ident: 10.1016/j.lanwpc.2023.100905_bib6
  article-title: Developing, implementing and governing artificial intelligence in medicine: a step-by-step approach to prevent an artificial intelligence winter
  publication-title: BMJ Health Care Inform
  doi: 10.1136/bmjhci-2021-100495
  contributor:
    fullname: van de Sande
– start-page: 371
  year: 2017
  ident: 10.1016/j.lanwpc.2023.100905_bib34
  article-title: A chatbot for psychiatric counseling in mental healthcare service based on emotional dialogue analysis and sentence generation
  contributor:
    fullname: Oh
– volume: 395
  start-page: 1579
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib5
  article-title: Artificial intelligence and the future of global health
  publication-title: Lancet
  doi: 10.1016/S0140-6736(20)30226-9
  contributor:
    fullname: Schwalbe
– volume: 5
  start-page: e107
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib58
  article-title: ChatGPT: the future of discharge summaries?
  publication-title: Lancet Digital Health
  doi: 10.1016/S2589-7500(23)00021-3
  contributor:
    fullname: Patel
– volume: 22
  start-page: 405
  year: 2022
  ident: 10.1016/j.lanwpc.2023.100905_bib60
  article-title: Mind your language: the importance of English language skills in an International Medical Programme (IMP)
  publication-title: BMC Med Educ
  doi: 10.1186/s12909-022-03481-w
  contributor:
    fullname: Chan
– volume: 5
  start-page: e179
  issue: 4
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib57
  article-title: Using ChatGPT to write patient clinic letters
  publication-title: Lancet Digital Health
  doi: 10.1016/S2589-7500(23)00048-1
  contributor:
    fullname: Ali
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib69
  article-title: What if your patient switches from Dr. Google to Dr. ChatGPT? A vignette-based survey of the trustworthiness, value, and danger of ChatGPT-generated responses to health questions
  publication-title: Eur J Cardiovasc Nurs
  doi: 10.1093/eurjcn/zvad038
  contributor:
    fullname: Van Bulck
– year: 2022
  ident: 10.1016/j.lanwpc.2023.100905_bib85
  article-title: Search for medical information and treatment options for musculoskeletal disorders through an artificial intelligence Chatbot: focusing on shoulder impingement syndrome
  publication-title: medRxiv
  contributor:
    fullname: Kim
– volume: 5
  start-page: 210
  year: 2017
  ident: 10.1016/j.lanwpc.2023.100905_bib40
  article-title: Addressing the physicians' shortage in developing countries by accelerating and reforming the medical education: is it possible?
  publication-title: J Adv Med Educ Prof
  contributor:
    fullname: Al-Shamsi
– volume: 23
  start-page: 405
  issue: 4
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib54
  article-title: ChatGPT and antimicrobial advice: the end of the consulting infection doctor?
  publication-title: Lancet Infect Dis
  doi: 10.1016/S1473-3099(23)00113-5
  contributor:
    fullname: Howard
– volume: 7
  start-page: 206
  year: 1986
  ident: 10.1016/j.lanwpc.2023.100905_bib61
  article-title: The development of english as an international language of medicine
  publication-title: Applied Linguistics
  doi: 10.1093/applin/7.2.206
  contributor:
    fullname: Maher
– volume: 23
  year: 2021
  ident: 10.1016/j.lanwpc.2023.100905_bib33
  article-title: Perceptions and opinions of patients about mental health chatbots: scoping review
  publication-title: J Med Internet Res
  doi: 10.2196/17828
  contributor:
    fullname: Abd-Alrazaq
– volume: 3
  start-page: 100324
  issue: 4
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib55
  article-title: Evaluating the performance of ChatGPT in ophthalmology: an analysis of its successes and shortcomings
  publication-title: Ophthalmol Sci
  doi: 10.1016/j.xops.2023.100324
  contributor:
    fullname: Antaki
– year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib71
  contributor:
    fullname: Brown
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib13
  article-title: Is ChatGPT A good translator? Yes with GPT-4 as the engine
  publication-title: arXiv
  contributor:
    fullname: Jiao
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib37
  article-title: The amateurs jailbreaking GPT say they’re preventing a closed-source AI dystopia
  publication-title: Vice
  contributor:
    fullname: Xiang
– volume: 11
  start-page: 887
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib44
  article-title: ChatGPT utility in healthcare education, research, and practice: systematic review on the promising perspectives and valid concerns
  publication-title: Healthcare
  doi: 10.3390/healthcare11060887
  contributor:
    fullname: Sallam
– volume: 18
  issue: 8
  year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib11
  article-title: ChatGPT- versus human-generated answers to frequently asked questions about diabetes: a Turing test-inspired survey among employees of a danish diabetes center
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0290773
  contributor:
    fullname: Hulman
– year: 2023
  ident: 10.1016/j.lanwpc.2023.100905_bib17
  contributor:
    fullname: Bommineni
– volume: 104
  start-page: 299
  year: 2020
  ident: 10.1016/j.lanwpc.2023.100905_bib49
  article-title: Next generation telemedicine platforms to screen and triage
  publication-title: Br J Ophthalmol
  doi: 10.1136/bjophthalmol-2019-315066
  contributor:
    fullname: Ting
– volume: 46
  start-page: 1441
  year: 1998
  ident: 10.1016/j.lanwpc.2023.100905_bib38
  article-title: Private practitioners in the slums of Karachi: what quality of care do they offer?
  publication-title: Soc Sci Med
  doi: 10.1016/S0277-9536(97)10134-4
  contributor:
    fullname: Thaver
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SubjectTerms ChatGPT
Equity
Global health
Large language model
Low to middle income countries
Public health
Viewpoint
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Title ChatGPT: promise and challenges for deployment in low- and middle-income countries
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