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Design and Development of IoT and Deep Ensemble Learning Based Model for Disease Monitoring and Prediction
Venkatachala Appa Swamy, Mareeswari, Periyasamy, Jayalakshmi, Thangavel, Muthamilselvan, Khan, Surbhi B., Almusharraf, Ahlam, Santhanam, Prasanna, Ramaraj, Vijayan, Elsisi, Mahmoud
Published in Diagnostics (Basel) (01.06.2023)
Published in Diagnostics (Basel) (01.06.2023)
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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
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
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
Spatiotemporal Implicit Neural Representation for Unsupervised Dynamic MRI Reconstruction
Feng, Jie, Feng, Ruimin, Wu, Qing, Shen, Xin, Chen, Lixuan, Li, Xin, Feng, Li, Chen, Jingjia, Zhang, Zhiyong, Liu, Chunlei, Zhang, Yuyao, Wei, Hongjiang
Published in IEEE transactions on medical imaging (01.05.2025)
Published in IEEE transactions on medical imaging (01.05.2025)
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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
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
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
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
Equipping computational pathology systems with artifact processing pipelines: a showcase for computation and performance trade-offs
Kanwal, Neel, Khoraminia, Farbod, Kiraz, Umay, Mosquera-Zamudio, Andrés, Monteagudo, Carlos, Janssen, Emiel A. M., Zuiverloon, Tahlita C. M., Rong, Chunming, Engan, Kjersti
Published in BMC medical informatics and decision making (07.10.2024)
Published in BMC medical informatics and decision making (07.10.2024)
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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
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
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data
Chen, Zhen, Yang, Chen, Zhu, Meilu, Peng, Zhe, Yuan, Yixuan
Published in IEEE transactions on medical imaging (01.12.2022)
Published in IEEE transactions on medical imaging (01.12.2022)
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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