Search Results - "BERKOVSKY, Shlomo"

Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning by Liu, Sidong, Shah, Zubair, Sav, Aydin, Russo, Carlo, Berkovsky, Shlomo, Qian, Yi, Coiera, Enrico, Di Ieva, Antonio

“…Mutations in isocitrate dehydrogenase genes IDH1 and IDH2 are frequently found in diffuse and anaplastic astrocytic and oligodendroglial tumours as well as in…”
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Single cell morphology distinguishes genotype and drug effect in Hereditary Spastic Paraplegia by Wali, Gautam, Berkovsky, Shlomo, Whiten, Daniel R., Mackay-Sim, Alan, Sue, Carolyn M.

“…A central need for neurodegenerative diseases is to find curative drugs for the many clinical subtypes, the causative gene for most cases being unknown. This…”
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Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks by Sharan, Roneel V., Xiong, Hao, Berkovsky, Shlomo

“…Audio signal classification finds various applications in detecting and monitoring health conditions in healthcare. Convolutional neural networks (CNN) have…”
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Moving beyond algorithmic accuracy to improving user interaction with clinical AI by Berkovsky, Shlomo, Coiera, Enrico

“…For this, we treat AI as a black box, to focus just on how human clinicians can best harness it. [...]we leave explainablity beyond the scope of discussion…”
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Challenges of developing a digital scribe to reduce clinical documentation burden by Quiroz, Juan C., Laranjo, Liliana, Kocaballi, Ahmet Baki, Berkovsky, Shlomo, Rezazadegan, Dana, Coiera, Enrico

“…Clinicians spend a large amount of time on clinical documentation of patient encounters, often impacting quality of care and clinician satisfaction, and…”
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Reliability of crowdsourced data and patient-reported outcome measures in cough-based COVID-19 screening by Xiong, Hao, Berkovsky, Shlomo, Kâafar, Mohamed Ali, Jaffe, Adam, Coiera, Enrico, Sharan, Roneel V.

“…Mass community testing is a critical means for monitoring the spread of the COVID-19 pandemic. Polymerase chain reaction (PCR) is the gold standard for…”
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Emerging Applications and Translational Challenges for AI in Healthcare by Liu, Sidong, Castillo-Olea, Cristián, Berkovsky, Shlomo

“…The past decade has witnessed an explosive growth in the development and use of artificial intelligence (AI) across diverse fields [...]…”
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End-to-End Sleep Apnea Detection Using Single-Lead ECG Signal and 1-D Residual Neural Networks by Sharan, Roneel V., Berkovsky, Shlomo, Xiong, Hao, Coiera, Enrico

“…Purpose Sleep apnea causes heart rate variability (HRV). HRV can be detected from the electrocardiography (ECG) signal and descriptors of HRV during sleep have…”
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Design Considerations for Immersive Virtual Reality Applications for Older Adults: A Scoping Review by Ijaz, Kiran, Tran, Tram Thi Minh, Kocaballi, Ahmet Baki, Calvo, Rafael A., Berkovsky, Shlomo, Ahmadpour, Naseem

“…Immersive virtual reality (iVR) has gained considerable attention recently with increasing affordability and accessibility of the hardware. iVR applications…”
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Design and pilot results of a mobile phone weight-loss application for women starting a meal replacement programme by Brindal, Emily, Hendrie, Gilly, Freyne, Jill, Coombe, Mac, Berkovsky, Shlomo, Noakes, Manny

“…We developed and tested a mobile phone application (app) to support individuals embarking on a partial meal replacement programme (MRP). Overweight or obese…”
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Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions by Rashed-Al-Mahfuz, Md, Moni, Mohammad Ali, Lio’, Pietro, Islam, Sheikh Mohammed Shariful, Berkovsky, Shlomo, Khushi, Matloob, Quinn, Julian M. W.

“…Medical practitioners need to understand the critical features of ECG beats to diagnose and identify cardiovascular conditions accurately. This would be…”
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Identifying relevant information in medical conversations to summarize a clinician-patient encounter by Quiroz, Juan C, Laranjo, Liliana, Kocaballi, Ahmet Baki, Briatore, Agustina, Berkovsky, Shlomo, Rezazadegan, Dana, Coiera, Enrico

“…To inform the development of automated summarization of clinical conversations, this study sought to estimate the proportion of doctor-patient communication in…”
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Proactive behavior in voice assistants: A systematic review and conceptual model by Bérubé, Caterina, Nißen, Marcia, Vinay, Rasita, Geiger, Alexa, Budig, Tobias, Bhandari, Aashish, Pe Benito, Catherine Rachel, Ibarcena, Nathan, Pistolese, Olivia, Li, Pan, Sawad, Abdullah Bin, Fleisch, Elgar, Stettler, Christoph, Hemsley, Bronwyn, Berkovsky, Shlomo, Kowatsch, Tobias, Kocaballi, A. Baki

“…Voice assistants (VAs) are increasingly integrated into everyday activities and tasks, raising novel challenges for users and researchers. One emergent…”
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Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT by Feng, You-Zhen, Liu, Sidong, Cheng, Zhong-Yuan, Quiroz, Juan C., Rezazadegan, Dana, Chen, Ping-Kang, Lin, Qi-Ting, Qian, Long, Liu, Xiao-Fang, Berkovsky, Shlomo, Coiera, Enrico, Song, Lei, Qiu, Xiao-Ming, Cai, Xiang-Ran

“…Automatic severity assessment and progression prediction can facilitate admission, triage, and referral of COVID-19 patients. This study aims to explore the…”
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A differential privacy framework for matrix factorization recommender systems by Friedman, Arik, Berkovsky, Shlomo, Kaafar, Mohamed Ali

“…Recommender systems rely on personal information about user behavior for the recommendation generation purposes. Thus, they inherently have the potential to…”
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Heart and brain traumatic stress biomarker analysis with and without machine learning: A scoping review by Rountree-Harrison, Darius, Berkovsky, Shlomo, Kangas, Maria

“…The enigma of post-traumatic stress disorder (PTSD) is embedded in a complex array of physiological responses to stressful situations that result in…”
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Moving beyond algorithmic accuracy to improving user interaction with clinical AI by Shlomo Berkovsky, Enrico Coiera

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Research directions in session-based and sequential recommendation: A preface to the special issue by Jannach, Dietmar, Mobasher, Bamshad, Berkovsky, Shlomo

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The Personalization of Conversational Agents in Health Care: Systematic Review by Kocaballi, Ahmet Baki, Berkovsky, Shlomo, Quiroz, Juan C, Laranjo, Liliana, Tong, Huong Ly, Rezazadegan, Dana, Briatore, Agustina, Coiera, Enrico

“…The personalization of conversational agents with natural language user interfaces is seeing increasing use in health care applications, shaping the content,…”
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Weak label based Bayesian U-Net for optic disc segmentation in fundus images by Xiong, Hao, Liu, Sidong, Sharan, Roneel V., Coiera, Enrico, Berkovsky, Shlomo

“…Fundus images have been widely used in routine examinations of ophthalmic diseases. For some diseases, the pathological changes mainly occur around the optic…”
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