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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
LymoNet: An Advanced Neck Lymph Node Detection Network for Ultrasound Images
Tan, Menglu, Hou, Yaxin, Zhang, Zhengde, Zhan, Guangdong, Zeng, Zijin, Zhao, Zunduo, Zhao, Hanxue, Feng, Lin
Published in IEEE journal of biomedical and health informatics (01.03.2025)
Published in IEEE journal of biomedical and health informatics (01.03.2025)
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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
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
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
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
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
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
Machine learning assisted intraoperative assessment of brain tumor margins using HRMAS NMR spectroscopy
Cakmakci, Doruk, Karakaslar, Emin Onur, Ruhland, Elisa, Chenard, Marie-Pierre, Proust, Francois, Piotto, Martial, Namer, Izzie Jacques, Cicek, A. Ercument
Published in PLoS computational biology (11.11.2020)
Published in PLoS computational biology (11.11.2020)
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Journal Article
Fibre tracing in biomedical images: An objective comparison between seven algorithms
Arafat, Youssef, Cuesta-Apausa, Cristina, Castellano, Esther, Reyes-Aldasoro, Constantino Carlos
Published in PloS one (10.04.2025)
Published in PloS one (10.04.2025)
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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 Diagnostic Aided Systems in Coronary Artery Disease Detection: A Comprehensive Multiview Survey of the State of the Art
Garavand, Ali, Behmanesh, Ali, Aslani, Nasim, Sadeghsalehi, Hamidreza, Ghaderzadeh, Mustafa
Published in International journal of intelligent systems (2023)
Published in International journal of intelligent systems (2023)
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Journal Article