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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
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
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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Journal Article
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis
Islam, Md Mohaimenul, Yang, Hsuan-Chia, Poly, Tahmina Nasrin, Jian, Wen-Shan, (Jack) Li, Yu-Chuan
Published in Computer methods and programs in biomedicine (01.07.2020)
Published in Computer methods and programs in biomedicine (01.07.2020)
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Journal Article
Application of machine and deep learning algorithms in optical microscopic detection of Plasmodium: A malaria diagnostic tool for the future
Ikerionwu, Charles, Ugwuishiwu, Chikodili, Okpala, Izunna, James, Idara, Okoronkwo, Matthew, Nnadi, Charles, Orji, Ugochukwu, Ebem, Deborah, Ike, Anthony
Published in Photodiagnosis and photodynamic therapy (01.12.2022)
Published in Photodiagnosis and photodynamic therapy (01.12.2022)
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Journal Article
Deep learning algorithm in detecting intracranial hemorrhages on emergency computed tomographies
Kundisch, Almut, Hönning, Alexander, Mutze, Sven, Kreissl, Lutz, Spohn, Frederik, Lemcke, Johannes, Sitz, Maximilian, Sparenberg, Paul, Goelz, Leonie
Published in PloS one (29.11.2021)
Published in PloS one (29.11.2021)
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Journal Article
Lung Diseases Detection Using Various Deep Learning Algorithms
Jasmine Pemeena Priyadarsini, M., kotecha, Ketan, Rajini, G. K., Hariharan, K., Utkarsh Raj, K., Bhargav Ram, K., Indragandhi, V., Subramaniyaswamy, V., Pandya, Sharnil
Published in Journal of healthcare engineering (2023)
Published in Journal of healthcare engineering (2023)
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Journal Article
Clinical Validation of Artificial Intelligence–Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection
Raciti, Patricia, Sue, Jillian, Retamero, Juan A., Ceballos, Rodrigo, Godrich, Ran, Kunz, Jeremy D., Casson, Adam, Thiagarajan, Dilip, Ebrahimzadeh, Zahra, Viret, Julian, Lee, Donghun, Schüffler, Peter J., DeMuth, George, Gulturk, Emre, Kanan, Christopher, Rothrock, Brandon, Reis-Filho, Jorge, Klimstra, David S., Reuter, Victor, Fuchs, Thomas J.
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
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Journal Article
Development and Validation of a Deep Learning–based Automatic Detection Algorithm for Active Pulmonary Tuberculosis 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, Park, Chang Min
Published in Clinical infectious diseases (16.08.2019)
Published in Clinical infectious diseases (16.08.2019)
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Journal Article
Development and testing of a deep learning algorithm to detect lung consolidation among children with pneumonia using hand-held ultrasound
Kessler, David, Zhu, Meihua, Gregory, Cynthia R., Mehanian, Courosh, Avila, Jailyn, Avitable, Nick, Coneybeare, Di, Das, Devjani, Dessie, Almaz, Kennedy, Thomas M., Rabiner, Joni, Malia, Laurie, Ng, Lorraine, Nye, Megan, Vindas, Marc, Weimersheimer, Peter, Kulhare, Sourabh, Millin, Rachel, Gregory, Kenton, Zheng, Xinliang, Horning, Matthew P., Stone, Mike, Wang, Fen, Lancioni, Christina
Published in PloS one (27.08.2024)
Published in PloS one (27.08.2024)
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Journal Article
Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
Kasim, Sazzli, Tang, Junjie, Malek, Sorayya, Ibrahim, Khairul Shafiq, Shariff, Raja Ezman Raja, Chima, Jesvinna Kaur
Published in PloS one (12.09.2024)
Published in PloS one (12.09.2024)
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Journal Article
Development and validation of machine learning algorithms for early detection of ankylosing spondylitis using magnetic resonance images
Canayaz, Emre, Altikardes, Zehra Aysun, Unsal, Alparslan, Korkmaz, Hayriye, Gok, Mustafa
Published in Technology and health care (01.05.2025)
Published in Technology and health care (01.05.2025)
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Journal Article
Oral cavity carcinoma detection using BAT algorithm-optimized machine learning models with transfer learning and random sampling
Folorunso, Sakinat O., Abdulwarith, Akinshipo, Adeniyi, Abidemi Emmanuel, Aworinde, Halleluyah Oluwatobi, Awotunde, Joseph Bamidele
Published in Computers in biology and medicine (01.06.2025)
Published in Computers in biology and medicine (01.06.2025)
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Journal Article