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Impact of data fragmentation across healthcare centers on the accuracy of a high-throughput clinical phenotyping algorithm for specifying subjects with type 2 diabetes mellitus
Wei, Wei-Qi, Leibson, Cynthia L, Ransom, Jeanine E, Kho, Abel N, Caraballo, Pedro J, Chai, High Seng, Yawn, Barbara P, Pacheco, Jennifer A, Chute, Christopher G
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2012)
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2012)
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Journal Article
Predicting nutritional status for women of childbearing age from their economic, health, and demographic features: A supervised machine learning approach
Khudri, Md. Mohsan, Rhee, Kang Keun, Hasan, Mohammad Shabbir, Ahsan, Karar Zunaid
Published in PloS one (12.05.2023)
Published in PloS one (12.05.2023)
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Journal Article
Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records
Pikoula, Maria, Quint, Jennifer Kathleen, Nissen, Francis, Hemingway, Harry, Smeeth, Liam, Denaxas, Spiros
Published in BMC medical informatics and decision making (18.04.2019)
Published in BMC medical informatics and decision making (18.04.2019)
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Journal Article
Classification Model for Diabetes Mellitus Diagnosis based on K-Means Clustering Algorithm Optimized with Bat Algorithm
Anam, Syaiful, Fitriah, Zuraidah, Hidayat, Noor, Maulana, Mochamad Hakim Akbar Assidiq
Published in International journal of advanced computer science & applications (2023)
Published in International journal of advanced computer science & applications (2023)
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Journal Article
Artificial intelligence-enabled obesity prediction: A systematic review of cohort data analysis
Niakan Kalhori, Sharareh Rostam, Najafi, Farid, Hasannejadasl, Hajar, Heydari, Soroush
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.04.2025)
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Journal Article
Validity of diagnostic codes and prevalence of psoriasis and psoriatic arthritis in a managed care population, 1996-2009
Asgari, Maryam M., Wu, Jashin J., Gelfand, Joel M., Salman, Craig, Curtis, Jeffrey R., Harrold, Leslie R., Herrinton, Lisa J.
Published in Pharmacoepidemiology and drug safety (01.08.2013)
Published in Pharmacoepidemiology and drug safety (01.08.2013)
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Journal Article
An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction
Attia, Zachi I, Noseworthy, Peter A, Lopez-Jimenez, Francisco, Asirvatham, Samuel J, Deshmukh, Abhishek J, Gersh, Bernard J, Carter, Rickey E, Yao, Xiaoxi, Rabinstein, Alejandro A, Erickson, Brad J, Kapa, Suraj, Friedman, Paul A
Published in The Lancet (British edition) (07.09.2019)
Published in The Lancet (British edition) (07.09.2019)
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Journal Article
Can artificial intelligence with multimodal imaging outperform traditional methods in predicting age-related macular degeneration progression? A systematic review and exploratory meta-analysis
Chen, Kai-Yang, Chan, Hoi-Chun, Chan, Chi-Ming
Published in BMC medical informatics and decision making (01.09.2025)
Published in BMC medical informatics and decision making (01.09.2025)
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Journal Article
Artificial intelligence matches subjective severity assessment of pneumonia for prediction of patient outcome and need for mechanical ventilation: a cohort study
Ebrahimian, Shadi, Homayounieh, Fatemeh, Rockenbach, Marcio A. B. C., Putha, Preetham, Raj, Tarun, Dayan, Ittai, Bizzo, Bernardo C., Buch, Varun, Wu, Dufan, Kim, Kyungsang, Li, Quanzheng, Digumarthy, Subba R., Kalra, Mannudeep K.
Published in Scientific reports (13.01.2021)
Published in Scientific reports (13.01.2021)
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Journal Article
Exploring the Capacity of Large Language Models to Assess the Chronic Pain Experience: Algorithm Development and Validation
Amidei, Jacopo, Nieto, Rubén, Kaltenbrunner, Andreas, Ferreira De Sá, Jose Gregorio, Serrat, Mayte, Albajes, Klara
Published in Journal of medical Internet research (31.03.2025)
Published in Journal of medical Internet research (31.03.2025)
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Journal Article
Validation of an EMR algorithm to measure the prevalence of ADHD in the Canadian Primary Care Sentinel Surveillance Network (CPCSSN)
Morkem, Rachael, Handelman, Kenneth, Queenan, John A., Birtwhistle, Richard, Barber, David
Published in BMC medical informatics and decision making (20.07.2020)
Published in BMC medical informatics and decision making (20.07.2020)
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Journal Article
The effect of radiation dose reduction on computer‐aided detection (CAD) performance in a low‐dose lung cancer screening population
Young, Stefano, Lo, Pechin, Kim, Grace, Brown, Matthew, Hoffman, John, Hsu, William, Wahi‐Anwar, Wasil, Flores, Carlos, Lee, Grace, Noo, Frederic, Goldin, Jonathan, McNitt‐Gray, Michael
Published in Medical physics (Lancaster) (01.04.2017)
Published in Medical physics (Lancaster) (01.04.2017)
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Journal Article
Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection
Tusher, Ekramul Haque, Ismail, Mohd Arfian, Akib, Abdullah, Gabralla, Lubna A., Ibrahim, Ashraf Osman, Som, Hafizan Mat, Remli, Muhammad Akmal
Published in PloS one (26.06.2025)
Published in PloS one (26.06.2025)
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Journal Article