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A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images
Wang, Xiyue, Zhang, Jun, Yang, Sen, Xiang, Jingxi, Luo, Feng, Wang, Minghui, Zhang, Jing, Yang, Wei, Huang, Junzhou, Han, Xiao
Published in Medical image analysis (01.02.2023)
Published in Medical image analysis (01.02.2023)
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Journal Article
Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images: Algorithm Development and Validation
Yu, Kun-Hsing, Lee, Tsung-Lu Michael, Yen, Ming-Hsuan, Kou, S C, Rosen, Bruce, Chiang, Jung-Hsien, Kohane, Isaac S
Published in Journal of medical Internet research (05.08.2020)
Published in Journal of medical Internet research (05.08.2020)
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Journal Article
Topological GCN Guided Improved Conformer for Detection of Hip Landmarks From Ultrasound Images
Huang, Tianxiang, Shi, Jing, Jin, Ge, Li, Juncheng, Wang, Jun, Wang, Qian, Du, Jun, Shi, Jun
Published in IEEE journal of biomedical and health informatics (01.09.2025)
Published in IEEE journal of biomedical and health informatics (01.09.2025)
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Journal Article
Deep Learning to Improve Breast Cancer Detection on Screening Mammography
Shen, Li, Margolies, Laurie R., Rothstein, Joseph H., Fluder, Eugene, McBride, Russell, Sieh, Weiva
Published in Scientific reports (29.08.2019)
Published in Scientific reports (29.08.2019)
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Journal Article
A systematic approach to deep learning-based nodule detection in chest radiographs
Behrendt, Finn, Bengs, Marcel, Bhattacharya, Debayan, Krüger, Julia, Opfer, Roland, Schlaefer, Alexander
Published in Scientific reports (21.06.2023)
Published in Scientific reports (21.06.2023)
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Journal Article
3D convolutional neural networks for stalled brain capillary detection
Solovyev, Roman, Kalinin, Alexandr A., Gabruseva, Tatiana
Published in Computers in biology and medicine (01.02.2022)
Published in Computers in biology and medicine (01.02.2022)
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Journal Article
Weakly supervised mitosis detection in breast histopathology images using concentric loss
Li, Chao, Wang, Xinggang, Liu, Wenyu, Latecki, Longin Jan, Wang, Bo, Huang, Junzhou
Published in Medical image analysis (01.04.2019)
Published in Medical image analysis (01.04.2019)
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Journal Article
Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis
Ni, Yizhao, Alwell, Kathleen, Moomaw, Charles J., Woo, Daniel, Adeoye, Opeolu, Flaherty, Matthew L., Ferioli, Simona, Mackey, Jason, De Los Rios La Rosa, Felipe, Martini, Sharyl, Khatri, Pooja, Kleindorfer, Dawn, Kissela, Brett M.
Published in PloS one (14.02.2018)
Published in PloS one (14.02.2018)
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Journal Article
Evaluating computer-aided detection algorithms
Jun Yoon, Hong, Zheng, Bin, Sahiner, Berkman, Chakraborty, Dev P.
Published in Medical physics (Lancaster) (01.06.2007)
Published in Medical physics (Lancaster) (01.06.2007)
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Journal Article
Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning
Wang, Zhuoran, Shah, Anoop D., Tate, A. Rosemary, Denaxas, Spiros, Shawe-Taylor, John, Hemingway, Harry
Published in PloS one (19.01.2012)
Published in PloS one (19.01.2012)
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Journal Article
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis
Le, Khiem H., Tran, Tuan V., Pham, Hieu H., Nguyen, Hieu T., Le, Tung T., Nguyen, Ha Q.
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Detection Algorithms for Gastrointestinal Perforation Cases in the Medical Information Database Network (MID-NET®) in Japan
Tanigawa, Masatoshi, Kohama, Mei, Hirata, Kaori, Izukura, Rieko, Kandabashi, Tadashi, Kataoka, Yoko, Nakashima, Naoki, Kimura, Michio, Uyama, Yoshiaki, Yokoi, Hideto
Published in Therapeutic innovation & regulatory science (01.07.2024)
Published in Therapeutic innovation & regulatory science (01.07.2024)
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Journal Article
Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria
Cohen, Aaron M., Chamberlin, Steven, Deloughery, Thomas, Nguyen, Michelle, Bedrick, Steven, Meninger, Stephen, Ko, John J., Amin, Jigar J., Wei, Alex J., Hersh, William
Published in PloS one (02.07.2020)
Published in PloS one (02.07.2020)
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Journal Article