Search Results - "European journal of radiology"

Diagnosis of the Coronavirus disease (COVID-19): rRT-PCR or CT? by Long, Chunqin, Xu, Huaxiang, Shen, Qinglin, Zhang, Xianghai, Fan, Bing, Wang, Chuanhong, Zeng, Bingliang, Li, Zicong, Li, Xiaofen, Li, Honglu

“…•The COVID-19 outbreak highlights the need for early diagnosis, isolation and treatment•The sensitivity of the CT was 97.2%, while the sensitivity of initial…”
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Deep learning-based multi-view fusion model for screening 2019 novel coronavirus pneumonia: A multicentre study by Wu, Xiangjun, Hui, Hui, Niu, Meng, Li, Liang, Wang, Li, He, Bingxi, Yang, Xin, Li, Li, Li, Hongjun, Tian, Jie, Zha, Yunfei

“…•Deep learning method enables rapid identification of COVID-19 on chest CT exams.•Deep learning method mitigates the radiologists’ workload in COVID-19…”
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The present and future of deep learning in radiology by Saba, Luca, Biswas, Mainak, Kuppili, Venkatanareshbabu, Cuadrado Godia, Elisa, Suri, Harman S., Edla, Damodar Reddy, Omerzu, Tomaž, Laird, John R., Khanna, Narendra N., Mavrogeni, Sophie, Protogerou, Athanasios, Sfikakis, Petros P., Viswanathan, Vijay, Kitas, George D., Nicolaides, Andrew, Gupta, Ajay, Suri, Jasjit S.

“…•This review focuses different aspects of deep learning applications in radiology.•This paper covers evolution of deep learning, its potentials, risk and…”
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CT manifestations of coronavirus disease-2019: A retrospective analysis of 73 cases by disease severity by Liu, Kai-Cai, Xu, Ping, Lv, Wei-Fu, Qiu, Xiao-Hui, Yao, Jin-Long, Gu, Jin-Feng, Wei, Wei

“…•Ground glass opacities in subpleural regions are the main CT features of COVID-19.•Pulmonary consolidation mostly occurs in critical patient.•Imaging features…”
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Chest CT findings of COVID-19 pneumonia by duration of symptoms by Ding, Xun, Xu, Jia, Zhou, Jun, Long, Qingyun

“…•Pulmonary CT features of the 2019 novel coronavirus disease were diverse.•This disease changed rapidly at the early stage, and lasted for a long time.•CT…”
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Diagnosis and staging of hepatocellular carcinoma (HCC): current guidelines by Ayuso, Carmen, Rimola, Jordi, Vilana, Ramón, Burrel, Marta, Darnell, Anna, García-Criado, Ángeles, Bianchi, Luis, Belmonte, Ernest, Caparroz, Carla, Barrufet, Marta, Bruix, Jordi, Brú, Concepción

“…•Surveillance based on biannual ultrasonography allows early detection of Hepatocellular Carcinoma (HCC) in patients at risk.•Only patients at risk that could…”
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Meta-analysis of ultrasound for cervical lymph nodes in papillary thyroid cancer: Diagnosis of central and lateral compartment nodal metastases by Zhao, Hengqiang, Li, Hehe

“…To evaluate the performance of preoperative ultrasound in the diagnosis of cervical lymph nodes metastases (CLNM) of papillary thyroid cancer (PTC) and its…”
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Artificial intelligence applications for thoracic imaging by Chassagnon, Guillaume, Vakalopoulou, Maria, Paragios, Nikos, Revel, Marie-Pierre

“…•Thoracic imaging benefits from the development of artificial intelligence algorithm.•AI equals or exceeds radiologists' performance for chest X-ray single…”
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Radiomics and its emerging role in lung cancer research, imaging biomarkers and clinical management: State of the art by Lee, Geewon, Lee, Ho Yun, MD, PhD, Park, Hyunjin, Schiebler, Mark L, van Beek, Edwin J.R, Ohno, Yoshiharu, Seo, Joon Beom, Leung, Ann

“…Highlights • Radiomics is the post-processing and analysis of large amounts of quantitative imaging features that can be derived from medical images. •…”
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Ethical considerations in artificial intelligence by Safdar, Nabile M., Banja, John D., Meltzer, Carolyn C.

“…•As in the case of most disruptive technologies, assessment of and consensus on the possible ethical pitfalls lag.•selection bias in AI datasets can result in…”
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A review of original articles published in the emerging field of radiomics by Song, Jiangdian, Yin, Yanjie, Wang, Hairui, Chang, Zhihui, Liu, Zhaoyu, Cui, Lei

“…Radiomics is primarily focusing on the characterization and monitoring of human cancers. Radiomics research for lung, breast, and prostate cancers is more…”
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Deep learning–accelerated T2-weighted imaging of the prostate: Reduction of acquisition time and improvement of image quality by Gassenmaier, Sebastian, Afat, Saif, Nickel, Dominik, Mostapha, Mahmoud, Herrmann, Judith, Othman, Ahmed E.

“…•DL image reconstruction of axial T2 TSE imaging (T2DL) provides 65 % acquisition time reduction.•T2DL allows high resolution MRI of the prostate in axial…”
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Artificial intelligence in ultrasound by Shen, Yu-Ting, Chen, Liang, Yue, Wen-Wen, Xu, Hui-Xiong

“…•The quantification of image pixel values makes AI technology suitable for this field.•AI technology in US can deliver effective, efficient and equitable…”
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A deep learning radiomics model for preoperative grading in meningioma by Zhu, Yongbei, Man, Chuntao, Gong, Lixin, Dong, Di, Yu, Xinyi, Wang, Shuo, Fang, Mengjie, Wang, Siwen, Fang, Xiangming, Chen, Xuzhu, Tian, Jie

“…•Meningioma grading is an important factor affecting patients’ treatment and prognosis.•Hand-crafted features can’t fully characterize image heterogeneity.•We…”
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Nephrotoxicity of iodinated contrast media: From pathophysiology to prevention strategies by Faucon, Anne-Laure, Bobrie, Guillaume, Clément, Olivier

“…•ICM-induced AKI is the third most common cause of acute renal failure in hospitalized patients.•“ICM-induced AKI” is defined as AKI caused by the ICM per se…”
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The future of radiology augmented with Artificial Intelligence: A strategy for success by Liew, Charlene

“…•Provides strategies adapted from established business models to ensure the success of radiology with the advent of Artificial Intelligence…”
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The prognostic value of pneumonia severity score and pectoralis muscle Area on chest CT in adult COVID-19 patients by Ufuk, Furkan, Demirci, Mahmut, Sagtas, Ergin, Akbudak, Ismail Hakkı, Ugurlu, Erhan, Sari, Tugba

“…•High PSS on chest CT is associated with poor outcomes in COVID-19 patients.•Low PMA and PMI on chest CT is associated with poor outcomes in COVID-19.•Late…”
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Brain ischemia: CT and MRI techniques in acute ischemic stroke by Vilela, Pedro, Rowley, Howard A.

“…Imaging plays a central role for intravenous and intra-arterial arterial ischemic stroke treatment patient selection. Computed tomography (CT) / CT angiography…”
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Early CT features and temporal lung changes in COVID-19 pneumonia in Wuhan, China by Hu, Qiongjie, Guan, Hanxiong, Sun, Ziyan, Huang, Lu, Chen, Chong, Ai, Tao, Pan, Yueying, Xia, Liming

“…To analyse the high-resolution computed tomography (HRCT) early imaging features and the changing trend of coronavirus disease 2019 (COVID-19) pneumonia…”
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Prostate MRI radiomics: A systematic review and radiomic quality score assessment by Stanzione, Arnaldo, Gambardella, Michele, Cuocolo, Renato, Ponsiglione, Andrea, Romeo, Valeria, Imbriaco, Massimo

“…•The methodological quality of prostate MRI radiomics studies is overall low.•Feature robustness techniques and external datasets for validations are…”
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