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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
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
Deep Learning Algorithm for Automated Cardiac Murmur Detection via a Digital Stethoscope Platform
Chorba, John S., Shapiro, Avi M., Le, Le, Maidens, John, Prince, John, Pham, Steve, Kanzawa, Mia M., Barbosa, Daniel N., Currie, Caroline, Brooks, Catherine, White, Brent E., Huskin, Anna, Paek, Jason, Geocaris, Jack, Elnathan, Dinatu, Ronquillo, Ria, Kim, Roy, Alam, Zenith H., Mahadevan, Vaikom S., Fuller, Sophie G., Stalker, Grant W., Bravo, Sara A., Jean, Dina, Lee, John J., Gjergjindreaj, Medeona, Mihos, Christos G., Forman, Steven T., Venkatraman, Subramaniam, McCarthy, Patrick M., Thomas, James D.
Published in Journal of the American Heart Association (04.05.2021)
Published in Journal of the American Heart Association (04.05.2021)
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Journal Article
Machine learning algorithms to predict treatment success for patients with pulmonary tuberculosis
Ahamed Fayaz, Shaik, Babu, Lakshmanan, Paridayal, Loganathan, Vasantha, Mahalingam, Paramasivam, Palaniyandi, Sundarakumar, Karuppasamy, Ponnuraja, Chinnaiyan
Published in PloS one (16.10.2024)
Published in PloS one (16.10.2024)
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Journal Article
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
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
Prediction of HIV status based on socio-behavioural characteristics in East and Southern Africa
Orel, Erol, Esra, Rachel, Estill, Janne, Thiabaud, Amaury, Marchand-Maillet, Stéphane, Merzouki, Aziza, Keiser, Olivia
Published in PloS one (03.03.2022)
Published in PloS one (03.03.2022)
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Journal Article
Machine learning-based predictive modeling of angina pectoris in an elderly community-dwelling population: Results from the PoCOsteo study
Mousavi, Shahrokh, Jalalian, Zahrasadat, Afrashteh, Sima, Farhadi, Akram, Nabipour, Iraj, Larijani, Bagher
Published in PloS one (05.08.2025)
Published in PloS one (05.08.2025)
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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
Comparative study on the performance of different classification algorithms, combined with pre- and post-processing techniques to handle imbalanced data, in the diagnosis of adult patients with familial hypercholesterolemia
Albuquerque, João, Medeiros, Ana Margarida, Alves, Ana Catarina, Bourbon, Mafalda, Antunes, Marília
Published in PloS one (24.06.2022)
Published in PloS one (24.06.2022)
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Journal Article
Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial
Seol, Hee Yun, Shrestha, Pragya, Muth, Joy Fladager, Wi, Chung-Il, Sohn, Sunghwan, Ryu, Euijung, Park, Miguel, Ihrke, Kathy, Moon, Sungrim, King, Katherine, Wheeler, Philip, Borah, Bijan, Moriarty, James, Rosedahl, Jordan, Liu, Hongfang, McWilliams, Deborah B., Juhn, Young J.
Published in PloS one (02.08.2021)
Published in PloS one (02.08.2021)
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Journal Article
Nutritional predictors of lymphatic filariasis progression: Insights from a machine learning approach
Amewu, Emmanuel Kobla Atsu, Amaglo, Benedicta, Osei-Poku, Priscilla, Abakah, Arnold, Koney Shardow, Abdul Latif, Wright, Lauri, Kwarteng, Alexander
Published in PloS one (26.03.2025)
Published in PloS one (26.03.2025)
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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
Derivation and external validation of a risk score for predicting HIV-associated tuberculosis to support case finding and preventive therapy scale-up: A cohort study
Auld, Andrew F., Kerkhoff, Andrew D., Hanifa, Yasmeen, Wood, Robin, Charalambous, Salome, Liu, Yuliang, Agizew, Tefera, Mathoma, Anikie, Boyd, Rosanna, Date, Anand, Shiraishi, Ray W., Bicego, George, Mathebula-Modongo, Unami, Alexander, Heather, Serumola, Christopher, Rankgoane-Pono, Goabaone, Pono, Pontsho, Finlay, Alyssa, Shepherd, James C., Ellerbrock, Tedd V., Grant, Alison D., Fielding, Katherine
Published in PLoS medicine (07.09.2021)
Published in PLoS medicine (07.09.2021)
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Journal Article