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Can we screen for pancreatic cancer? Identifying a sub-population of patients at high risk of subsequent diagnosis using machine learning techniques applied to primary care data
Malhotra, Ananya, Rachet, Bernard, Bonaventure, Audrey, Pereira, Stephen P., Woods, Laura M.
Published in PloS one (02.06.2021)
Published in PloS one (02.06.2021)
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Journal Article
Cancer Diagnosis Using Deep Learning: A Bibliographic Review
Munir, Khushboo, Elahi, Hassan, Ayub, Afsheen, Frezza, Fabrizio, Rizzi, Antonello
Published in Cancers (23.08.2019)
Published in Cancers (23.08.2019)
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Journal Article
Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis
Ni, Yizhao, Alwell, Kathleen, Moomaw, Charles J., Woo, Daniel, Adeoye, Opeolu, Flaherty, Matthew L., Ferioli, Simona, Mackey, Jason, De Los Rios La Rosa, Felipe, Martini, Sharyl, Khatri, Pooja, Kleindorfer, Dawn, Kissela, Brett M.
Published in PloS one (14.02.2018)
Published in PloS one (14.02.2018)
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Journal Article
Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications
Thottakkara, Paul, Ozrazgat-Baslanti, Tezcan, Hupf, Bradley B., Rashidi, Parisa, Pardalos, Panos, Momcilovic, Petar, Bihorac, Azra
Published in PloS one (27.05.2016)
Published in PloS one (27.05.2016)
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Journal Article
Power transformers fault diagnosis based on a meta-learning approach to kernel extreme learning machine with opposition-based learning sparrow search algorithm
Song, Yu, Tan, Weimin, Zhang, Chengming, Tang, Chao, Cai, Lihong, Hu, Dong
Published in Journal of intelligent & fuzzy systems (01.01.2023)
Published in Journal of intelligent & fuzzy systems (01.01.2023)
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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
Accelerating diagnosis of Parkinson’s disease through risk prediction
Yuan, William, Beaulieu-Jones, Brett, Krolewski, Richard, Palmer, Nathan, Veyrat-Follet, Christine, Frau, Francesca, Cohen, Caroline, Bozzi, Sylvie, Cogswell, Meaghan, Kumar, Dinesh, Coulouvrat, Catherine, Leroy, Bruno, Fischer, Tanya Z., Sardi, S. Pablo, Chandross, Karen J., Rubin, Lee L., Wills, Anne-Marie, Kohane, Isaac, Lipnick, Scott L.
Published in BMC neurology (18.05.2021)
Published in BMC neurology (18.05.2021)
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Journal Article
Medical image diagnosis based on adaptive Hybrid Quantum CNN
Ajlouni, Naim, Özyavaş, Adem, Takaoğlu, Mustafa, Takaoğlu, Faruk, Ajlouni, Firas
Published in BMC medical imaging (14.09.2023)
Published in BMC medical imaging (14.09.2023)
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Journal Article
Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification
Xing, Xiaohan, Yuan, Yixuan, Meng, Max Q.-H.
Published in IEEE transactions on medical imaging (01.12.2020)
Published in IEEE transactions on medical imaging (01.12.2020)
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Journal Article
Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria
Cohen, Aaron M., Chamberlin, Steven, Deloughery, Thomas, Nguyen, Michelle, Bedrick, Steven, Meninger, Stephen, Ko, John J., Amin, Jigar J., Wei, Alex J., Hersh, William
Published in PloS one (02.07.2020)
Published in PloS one (02.07.2020)
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Journal Article
Identification of patients at risk of new onset heart failure: Utilizing a large statewide health information exchange to train and validate a risk prediction model
Duong, Son Q., Zheng, Le, Xia, Minjie, Jin, Bo, Liu, Modi, Li, Zhen, Hao, Shiying, Alfreds, Shaun T., Sylvester, Karl G., Widen, Eric, Teuteberg, Jeffery J., McElhinney, Doff B., Ling, Xuefeng B.
Published in PloS one (10.12.2021)
Published in PloS one (10.12.2021)
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Journal Article
Detecting the Undetected: Machine Learning in Early Disease Diagnosis
Rathi, Kanika, Sharma, Sakshi, Barnwal, Anil
Published in Basic & clinical pharmacology & toxicology (01.10.2025)
Published in Basic & clinical pharmacology & toxicology (01.10.2025)
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Journal Article