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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
CPST-GAN: Conditional Probabilistic State Transition Generative Adversarial Network With the Biomedical Large Foundation Models
Wang, Qiong, Xu, Luyun, Shan, Yinglu, Shen, Wenzhuo, Li, Lou, Bi, Xia-An, Liu, Zhonghua
Published in IEEE transaction on neural networks and learning systems (01.10.2025)
Published in IEEE transaction on neural networks and learning systems (01.10.2025)
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Journal Article
Automated derivation of diagnostic criteria for lung cancer using natural language processing on electronic health records: a pilot study
Houston, Andrew, Williams, Sophie, Ricketts, William, Gutteridge, Charles, Tackaberry, Chris, Conibear, John
Published in BMC medical informatics and decision making (04.12.2024)
Published in BMC medical informatics and decision making (04.12.2024)
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Journal Article
Investigating the Correspondence of Clinical Diagnostic Grouping With Underlying Neurobiological and Phenotypic Clusters Using Unsupervised Machine Learning
Zhao, Xinyu, Rangaprakash, D., Yuan, Bowen, Denney Jr, Thomas S., Katz, Jeffrey S., Dretsch, Michael N., Deshpande, Gopikrishna
Published in Frontiers in applied mathematics and statistics (01.09.2018)
Published in Frontiers in applied mathematics and statistics (01.09.2018)
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Journal Article
Identification of LOCA and Estimation of Its Break Size by Multiconnected Support Vector Machines
Yoo, Kwae Hwan, Koo, Young Do, Back, Ju Hyun
Published in IEEE transactions on nuclear science (01.10.2017)
Published in IEEE transactions on nuclear science (01.10.2017)
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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
altAFplotter: a web app for reliable UPD detection in NGS diagnostics
Radtke, Maximilian, Moch, Johanna, Hentschel, Julia, Schumann, Isabell
Published in BMC bioinformatics (12.09.2024)
Published in BMC bioinformatics (12.09.2024)
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Journal Article
MSAFF: Multi-Way Soft Attention Fusion Framework With the Large Foundation Models for the Diagnosis of Alzheimer's Disease
Bi, Xia-An, Shen, Wenzhuo, Shan, Yinglu, Chen, Dayou, Xu, Luyun, Chen, Ke, Liu, Zhonghua
Published in IEEE transaction on neural networks and learning systems (01.10.2025)
Published in IEEE transaction on neural networks and learning systems (01.10.2025)
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Journal Article
A Synergistic Approach to Colon Cancer Detection: Leveraging EfficientNet and NSGA-II for Enhanced Diagnostic Performance
Saba, Noushin, Zafar, Afia, Suleman, Mohsin, Zafar, Kainat, Zafar, Shahneer, Saleem, Adil Ali, Siddiqui, Hafeez Ur Rehman, Iqbal, Muhammad, Ullah, Syed Sajid
Published in IEEE access (01.01.2024)
Published in IEEE access (01.01.2024)
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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
Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder
Lingren, Todd, Chen, Pei, Bochenek, Joseph, Doshi-Velez, Finale, Manning-Courtney, Patty, Bickel, Julie, Wildenger Welchons, Leah, Reinhold, Judy, Bing, Nicole, Ni, Yizhao, Barbaresi, William, Mentch, Frank, Basford, Melissa, Denny, Joshua, Vazquez, Lyam, Perry, Cassandra, Namjou, Bahram, Qiu, Haijun, Connolly, John, Abrams, Debra, Holm, Ingrid A., Cobb, Beth A., Lingren, Nataline, Solti, Imre, Hakonarson, Hakon, Kohane, Isaac S., Harley, John, Savova, Guergana
Published in PloS one (29.07.2016)
Published in PloS one (29.07.2016)
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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
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
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
An Integrated Approach for Improving Compression and Diagnostic Properties of Test Sets
Nuthakki, Srinivasa Shashank, Chattopadhyay, Santanu
Published in Proceedings - Asian Test Symposium (01.11.2015)
Published in Proceedings - Asian Test Symposium (01.11.2015)
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