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Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Cohen, Julien G., Ferretti, Gilbert R., Park, Chang Min
Published in JAMA network open (01.03.2019)
Published in JAMA network open (01.03.2019)
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Journal Article
Diagnostic accuracy of convolutional neural network–based machine learning algorithms in endoscopic severity prediction of ulcerative colitis: a systematic review and meta-analysis
Jahagirdar, Vinay, Bapaye, Jay, Chandan, Saurabh, Ponnada, Suresh, Kochhar, Gursimran S., Navaneethan, Udayakumar, Mohan, Babu P.
Published in Gastrointestinal endoscopy (01.08.2023)
Published in Gastrointestinal endoscopy (01.08.2023)
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Journal Article
Enhancing cancer diagnostics through a novel deep learning-based semantic segmentation algorithm: A low-cost, high-speed, and accurate approach
Benabbou, Tarik, Sahel, Aïcha, Badri, Abdelmajid, Mourabit, Ilham El
Published in Computers in biology and medicine (01.09.2025)
Published in Computers in biology and medicine (01.09.2025)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Gulshan, Varun, Peng, Lily, Coram, Marc, Stumpe, Martin C, Wu, Derek, Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Widner, Kasumi, Madams, Tom, Cuadros, Jorge, Kim, Ramasamy, Raman, Rajiv, Nelson, Philip C, Mega, Jessica L, Webster, Dale R
Published in JAMA : the journal of the American Medical Association (13.12.2016)
Published in JAMA : the journal of the American Medical Association (13.12.2016)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article
Pneumonia Detection Using an Improved Algorithm Based on Faster R-CNN
Yao, Shangjie, Chen, Yaowu, Tian, Xiang, Jiang, Rongxin
Published in Computational and mathematical methods in medicine (21.04.2021)
Published in Computational and mathematical methods in medicine (21.04.2021)
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Journal Article
Deep learning–based image restoration algorithm for coronary CT angiography
Tatsugami, Fuminari, Higaki, Toru, Nakamura, Yuko, Yu, Zhou, Zhou, Jian, Lu, Yujie, Fujioka, Chikako, Kitagawa, Toshiro, Kihara, Yasuki, Iida, Makoto, Awai, Kazuo
Published in European radiology (01.10.2019)
Published in European radiology (01.10.2019)
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Journal Article
Diagnosis of left ventricular hypertrophy using convolutional neural network
Jian, Zini, Wang, Xianpei, Zhang, Jingzhe, Wang, Xinyu, Deng, Youbin
Published in BMC medical informatics and decision making (25.09.2020)
Published in BMC medical informatics and decision making (25.09.2020)
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Journal Article
Comparison of Chest Radiograph Interpretations by Artificial Intelligence Algorithm vs Radiology Residents
Wu, Joy T., Wong, Ken C. L., Gur, Yaniv, Ansari, Nadeem, Karargyris, Alexandros, Sharma, Arjun, Morris, Michael, Saboury, Babak, Ahmad, Hassan, Boyko, Orest, Syed, Ali, Jadhav, Ashutosh, Wang, Hongzhi, Pillai, Anup, Kashyap, Satyananda, Moradi, Mehdi, Syeda-Mahmood, Tanveer
Published in JAMA network open (01.10.2020)
Published in JAMA network open (01.10.2020)
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Journal Article