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A comprehensive review of machine learning techniques on diabetes detection
Sharma, Toshita, Shah, Manan
Published in Visual computing for industry, biomedicine and art (03.12.2021)
Published in Visual computing for industry, biomedicine and art (03.12.2021)
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Journal Article
RLMD-PA: A Reinforcement Learning-Based Myocarditis Diagnosis Combined with a Population-Based Algorithm for Pretraining Weights
Moravvej, Seyed Vahid, Alizadehsani, Roohallah, Khanam, Sadia, Sobhaninia, Zahra, Shoeibi, Afshin, Khozeimeh, Fahime, Sani, Zahra Alizadeh, Tan, Ru-San, Khosravi, Abbas, Nahavandi, Saeid, Kadri, Nahrizul Adib, Azizan, Muhammad Mokhzaini, Arunkumar, N., Acharya, U.Rajendra
Published in Contrast media and molecular imaging (2022)
Published in Contrast media and molecular imaging (2022)
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Journal Article
Validating estimates of prevalence of non-communicable diseases based on household surveys: the symptomatic diagnosis study
James, Spencer L, Romero, Minerva, Ramírez-Villalobos, Dolores, Gómez, Sara, Pierce, Kelsey, Flaxman, Abraham, Serina, Peter, Stewart, Andrea, Murray, Christopher JL, Gakidou, Emmanuela, Lozano, Rafael, Hernandez, Bernardo
Published in BMC medicine (26.01.2015)
Published in BMC medicine (26.01.2015)
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Journal Article
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms
Carrington, André M., Fieguth, Paul W., Qazi, Hammad, Holzinger, Andreas, Chen, Helen H., Mayr, Franz, Manuel, Douglas G.
Published in BMC medical informatics and decision making (06.01.2020)
Published in BMC medical informatics and decision making (06.01.2020)
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Journal Article
Predicting the Risk of Sleep Disorders Using a Machine Learning–Based Simple Questionnaire: Development and Validation Study
Ha, Seokmin, Choi, Su Jung, Lee, Sujin, Wijaya, Reinatt Hansel, Kim, Jee Hyun, Joo, Eun Yeon, Kim, Jae Kyoung
Published in Journal of medical Internet research (21.09.2023)
Published in Journal of medical Internet research (21.09.2023)
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Journal Article
Social media mining for birth defects research: A rule-based, bootstrapping approach to collecting data for rare health-related events on Twitter
Klein, Ari Z., Sarker, Abeed, Cai, Haitao, Weissenbacher, Davy, Gonzalez-Hernandez, Graciela
Published in Journal of biomedical informatics (01.11.2018)
Published in Journal of biomedical informatics (01.11.2018)
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Journal Article
Using natural language processing to identify opioid use disorder in electronic health record data
Singleton, Jade, Li, Chengxi, Akpunonu, Peter D., Abner, Erin L., Kucharska-Newton, Anna M.
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
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Journal Article
Predicting the risk of hypertension using machine learning algorithms: A cross sectional study in Ethiopia
Islam, Md. Merajul, Alam, Md. Jahangir, Maniruzzaman, Md, Ahmed, N. A. M. Faisal, Ali, Md Sujan, Rahman, Md. Jahanur, Roy, Dulal Chandra
Published in PloS one (24.08.2023)
Published in PloS one (24.08.2023)
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Journal Article
ARDSFlag: an NLP/machine learning algorithm to visualize and detect high-probability ARDS admissions independent of provider recognition and billing codes
Gandomi, Amir, Wu, Phil, Clement, Daniel R, Xing, Jinyan, Aviv, Rachel, Federbush, Matthew, Yuan, Zhiyong, Jing, Yajun, Wei, Guangyao, Hajizadeh, Negin
Published in BMC medical informatics and decision making (16.07.2024)
Published in BMC medical informatics and decision making (16.07.2024)
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Journal Article