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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
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
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
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
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
CT-ORG, a new dataset for multiple organ segmentation in computed tomography
Rister, Blaine, Yi, Darvin, Shivakumar, Kaushik, Nobashi, Tomomi, Rubin, Daniel L.
Published in Scientific data (11.11.2020)
Published in Scientific data (11.11.2020)
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Journal Article
Multi-atlas label fusion with random local binary pattern features: Application to hippocampus segmentation
Zhu, Hancan, Tang, Zhenyu, Cheng, Hewei, Wu, Yihong, Fan, Yong
Published in Scientific reports (14.11.2019)
Published in Scientific reports (14.11.2019)
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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
Controls-based denoising, a new approach for medical image analysis, improves prediction of conversion to Alzheimer’s disease with FDG-PET
Blum, Dominik, Liepelt-Scarfone, Inga, Berg, Daniela, Gasser, Thomas, la Fougère, Christian, Reimold, Matthias
Published in European journal of nuclear medicine and molecular imaging (01.10.2019)
Published in European journal of nuclear medicine and molecular imaging (01.10.2019)
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Journal Article