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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
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate
Shao, Wei, Vesal, Sulaiman, Soerensen, Simon J.C., Bhattacharya, Indrani, Golestani, Negar, Yamashita, Rikiya, Kunder, Christian A., Fan, Richard E., Ghanouni, Pejman, Brooks, James D., Sonn, Geoffrey A., Rusu, Mirabela
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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Journal Article
Antioxidant and Anti-inflammatory Diagnostic Biomarkers in Multiple Sclerosis: A Machine Learning Study
Mezzaroba, Leda, Simão, Andrea Name Colado, Oliveira, Sayonara Rangel, Flauzino, Tamires, Alfieri, Daniela Frizon, de Carvalho Jennings Pereira, Wildea Lice, Kallaur, Ana Paula, Lozovoy, Marcell Alysson Batisti, Kaimen-Maciel, Damacio Ramón, Maes, Michael, Reiche, Edna Maria Vissoci
Published in Molecular neurobiology (01.05.2020)
Published in Molecular neurobiology (01.05.2020)
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Journal Article
Rapid image deconvolution and multiview fusion for optical microscopy
Guo, Min, Li, Yue, Su, Yijun, Lambert, Talley, Nogare, Damian Dalle, Moyle, Mark W., Duncan, Leighton H., Ikegami, Richard, Santella, Anthony, Rey-Suarez, Ivan, Green, Daniel, Beiriger, Anastasia, Chen, Jiji, Vishwasrao, Harshad, Ganesan, Sundar, Prince, Victoria, Waters, Jennifer C., Annunziata, Christina M., Hafner, Markus, Mohler, William A., Chitnis, Ajay B., Upadhyaya, Arpita, Usdin, Ted B., Bao, Zhirong, Colón-Ramos, Daniel, La Riviere, Patrick, Liu, Huafeng, Wu, Yicong, Shroff, Hari
Published in Nature biotechnology (01.11.2020)
Published in Nature biotechnology (01.11.2020)
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Journal Article
Global Transformer and Dual Local Attention Network via Deep-Shallow Hierarchical Feature Fusion for Retinal Vessel Segmentation
Li, Yang, Zhang, Yue, Liu, Jing-Yu, Wang, Kang, Zhang, Kai, Zhang, Gen-Sheng, Liao, Xiao-Feng, Yang, Guang
Published in IEEE transactions on cybernetics (01.09.2023)
Published in IEEE transactions on cybernetics (01.09.2023)
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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
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
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
Ovarian torsion: developing a machine-learned algorithm for diagnosis
Otjen, Jeffrey P., Stanescu, A. Luana, Alessio, Adam M., Parisi, Marguerite T.
Published in Pediatric radiology (01.05.2020)
Published in Pediatric radiology (01.05.2020)
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Journal Article
CrossConvPyramid: Deep Multimodal Fusion for Epileptic Magnetoencephalography Spike Detection
Zhang, Liang, Sheng, Shurong, Wang, Xiongfei, Gao, Jia-Hong, Sun, Yi, Xiao, Kuntao, Yang, Wanli, Teng, Pengfei, Luan, Guoming, Lv, Zhao
Published in IEEE journal of biomedical and health informatics (01.05.2025)
Published in IEEE journal of biomedical and health informatics (01.05.2025)
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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
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
Comparison of machine-learning algorithms for the prediction of Current Procedural Terminology (CPT) codes from pathology reports
Levy, Joshua, Vattikonda, Nishitha, Haudenschild, Christian, Christensen, Brock, Vaickus, Louis
Published in Journal of pathology informatics (01.01.2022)
Published in Journal of pathology informatics (01.01.2022)
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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
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
Nagendran, Myura, Chen, Yang, Lovejoy, Christopher A, Gordon, Anthony C, Komorowski, Matthieu, Harvey, Hugh, Topol, Eric J, Ioannidis, John P A, Collins, Gary S, Maruthappu, Mahiben
Published in BMJ (Online) (25.03.2020)
Published in BMJ (Online) (25.03.2020)
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Journal Article