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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
Computational Radiomics System to Decode the Radiographic Phenotype
van Griethuysen, Joost J.M., Fedorov, Andriy, Parmar, Chintan, Hosny, Ahmed, Aucoin, Nicole, Narayan, Vivek, Beets-Tan, Regina G.H., Fillion-Robin, Jean-Christophe, Pieper, Steve, Aerts, Hugo J.W.L.
Published in Cancer research (Chicago, Ill.) (01.11.2017)
Published in Cancer research (Chicago, Ill.) (01.11.2017)
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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
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
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
BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI
Bunnell, Arianna, Hung, Kailee, Shepherd, John A., Sadowski, Peter
Published in PloS one (11.12.2024)
Published in PloS one (11.12.2024)
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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
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
A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis
Konz, Nicholas, Buda, Mateusz, Gu, Hanxue, Saha, Ashirbani, Yang, Jichen, Chłędowski, Jakub, Park, Jungkyu, Witowski, Jan, Geras, Krzysztof J., Shoshan, Yoel, Gilboa-Solomon, Flora, Khapun, Daniel, Ratner, Vadim, Barkan, Ella, Ozery-Flato, Michal, Martí, Robert, Omigbodun, Akinyinka, Marasinou, Chrysostomos, Nakhaei, Noor, Hsu, William, Sahu, Pranjal, Hossain, Md Belayat, Lee, Juhun, Santos, Carlos, Przelaskowski, Artur, Kalpathy-Cramer, Jayashree, Bearce, Benjamin, Cha, Kenny, Farahani, Keyvan, Petrick, Nicholas, Hadjiiski, Lubomir, Drukker, Karen, Armato, Samuel G., Mazurowski, Maciej A.
Published in JAMA network open (23.02.2023)
Published in JAMA network open (23.02.2023)
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Journal Article