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Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes
Wen, Junhao, Varol, Erdem, Sotiras, Aristeidis, Yang, Zhijian, Chand, Ganesh B., Erus, Guray, Shou, Haochang, Abdulkadir, Ahmed, Hwang, Gyujoon, Dwyer, Dominic B., Pigoni, Alessandro, Dazzan, Paola, Kahn, Rene S., Schnack, Hugo G., Zanetti, Marcus V., Meisenzahl, Eva, Busatto, Geraldo F., Crespo-Facorro, Benedicto, Rafael, Romero-Garcia, Pantelis, Christos, Wood, Stephen J., Zhuo, Chuanjun, Shinohara, Russell T., Fan, Yong, Gur, Ruben C., Gur, Raquel E., Satterthwaite, Theodore D., Koutsouleris, Nikolaos, Wolf, Daniel H., Davatzikos, Christos
Published in Medical image analysis (01.01.2022)
Published in Medical image analysis (01.01.2022)
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Journal Article
FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification
Tang, Peng, Yan, Xintong, Nan, Yang, Xiang, Shao, Krammer, Sebastian, Lasser, Tobias
Published in Medical image analysis (01.02.2022)
Published in Medical image analysis (01.02.2022)
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Journal Article
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
A machine learning-based phenotype for long COVID in children: An EHR-based study from the RECOVER program
Lorman, Vitaly, Razzaghi, Hanieh, Song, Xing, Morse, Keith, Utidjian, Levon, Allen, Andrea J., Rao, Suchitra, Rogerson, Colin, Bennett, Tellen D., Morizono, Hiroki, Eckrich, Daniel, Jhaveri, Ravi, Huang, Yungui, Ranade, Daksha, Pajor, Nathan, Lee, Grace M., Forrest, Christopher B., Bailey, L. Charles
Published in PloS one (10.08.2023)
Published in PloS one (10.08.2023)
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Journal Article
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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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
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
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
Kalia, Sumeet, Saarela, Olli, Chen, Tao, O'Neill, Braden, Meaney, Christopher, Gronsbell, Jessica, Sejdic, Ervin, Escobar, Michael, Aliarzadeh, Babak, Moineddin, Rahim, Pow, Conrad, Sullivan, Frank, Greiver, Michelle
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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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
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
Segmentation-Less, Automated, Vascular Vectorization
Mihelic, Samuel A., Sikora, William A., Hassan, Ahmed M., Williamson, Michael R., Jones, Theresa A., Dunn, Andrew K.
Published in PLoS computational biology (01.10.2021)
Published in PLoS computational biology (01.10.2021)
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Journal Article
Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis
Zhou, Shang-Ming, Fernandez-Gutierrez, Fabiola, Kennedy, Jonathan, Cooksey, Roxanne, Atkinson, Mark, Denaxas, Spiros, Siebert, Stefan, Dixon, William G., O’Neill, Terence W., Choy, Ernest, Sudlow, Cathie, Brophy, Sinead
Published in PloS one (02.05.2016)
Published in PloS one (02.05.2016)
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Journal Article