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Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms
Wang, Shurun, Tang, Hao, Himeno, Ryutaro, Solé-Casals, Jordi, Caiafa, Cesar F., Han, Shuning, Aoki, Shigeki, Sun, Zhe
Published in Computer methods and programs in biomedicine (01.12.2024)
Published in Computer methods and programs in biomedicine (01.12.2024)
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Journal Article
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
Dong, Xuanyi, Liu, Lu, Musial, Katarzyna, Gabrys, Bogdan
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2022)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2022)
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Journal Article
Computational definition of medical exclusion and feasibility of excluding people not eligible for French population-based colorectal cancer screening from the French medico-administrative database
Koïvogui, Akoï, Balamou, Christian, Benamouzig, Robert, Duclos, Catherine
Published in BMC medical informatics and decision making (26.09.2025)
Published in BMC medical informatics and decision making (26.09.2025)
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Journal Article
Underestimated prevalence of heart failure in hospital inpatients: a comparison of ICD codes and discharge letter information
Kaspar, Mathias, Fette, Georg, Güder, Gülmisal, Seidlmayer, Lea, Ertl, Maximilian, Dietrich, Georg, Greger, Helmut, Puppe, Frank, Störk, Stefan
Published in Clinical research in cardiology (01.09.2018)
Published in Clinical research in cardiology (01.09.2018)
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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
A Digital Pathology Solution to Resolve the Tissue Floater Conundrum
Pantanowitz, Liron, Michelow, Pamela, Hazelhurst, Scott, Kalra, Shivam, Choi, Charles, Shah, Sultaan, Babaie, Morteza, Tizhoosh, Hamid R.
Published in Archives of pathology & laboratory medicine (1976) (01.03.2021)
Published in Archives of pathology & laboratory medicine (1976) (01.03.2021)
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Journal Article
A systematic review of natural language processing applied to radiology reports
Casey, Arlene, Davidson, Emma, Poon, Michael, Dong, Hang, Duma, Daniel, Grivas, Andreas, Grover, Claire, Suárez-Paniagua, Víctor, Tobin, Richard, Whiteley, William, Wu, Honghan, Alex, Beatrice
Published in BMC medical informatics and decision making (03.06.2021)
Published in BMC medical informatics and decision making (03.06.2021)
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Journal Article
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm
Wei, Jiahong, Zhu, Guijie, Fan, Zhun, Liu, Jinchao, Rong, Yibiao, Mo, Jiajie, Li, Wenji, Chen, Xinjian
Published in IEEE transactions on medical imaging (01.02.2022)
Published in IEEE transactions on medical imaging (01.02.2022)
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Journal Article
Deep learning for pancreatic diseases based on endoscopic ultrasound: A systematic review
Yin, Minyue, Liu, Lu, Gao, Jingwen, Lin, Jiaxi, Qu, Shuting, Xu, Wei, Liu, Xiaolin, Xu, Chunfang, Zhu, Jinzhou
Published in International journal of medical informatics (Shannon, Ireland) (01.06.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.06.2023)
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Journal Article
Sickle-cell disease diagnosis support selecting the most appropriate machine learning method: Towards a general and interpretable approach for cell morphology analysis from microscopy images
Petrović, Nataša, Moyà-Alcover, Gabriel, Jaume-i-Capó, Antoni, González-Hidalgo, Manuel
Published in Computers in biology and medicine (01.11.2020)
Published in Computers in biology and medicine (01.11.2020)
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Journal Article
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
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Paper
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
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
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
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
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