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An efficient stacking based NSGA-II approach for predicting type 2 diabetes
Patil, Ratna Nitin, Rawandale, Shitalkumar, Rawandale, Nirmalkumar, Rawandale, Ujjwala, Patil, Shrishti
Published in International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering (01.02.2023)
Published in International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering (01.02.2023)
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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
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
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
Accuracy of algorithms for detection of atrial fibrillation from short duration beat interval recordings
Langley, P., Dewhurst, M., Di Marco, L.Y., Adams, P., Dewhurst, F., Mwita, J.C., Walker, R., Murray, A.
Published in Medical engineering & physics (01.12.2012)
Published in Medical engineering & physics (01.12.2012)
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Journal Article
Quantification Analysis of Sleep Based on Smartwatch Sensors for Parkinson’s Disease
Ko, Yi-Feng, Kuo, Pei-Hsin, Wang, Ching-Fu, Chen, Yu-Jen, Chuang, Pei-Chi, Li, Shih-Zhang, Chen, Bo-Wei, Yang, Fu-Chi, Lo, Yu-Chun, Yang, Yi, Ro, Shuan-Chu Vina, Jaw, Fu-Shan, Lin, Sheng-Huang, Chen, You-Yin
Published in Biosensors (Basel) (27.01.2022)
Published in Biosensors (Basel) (27.01.2022)
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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
An Artificial Neural Network Approach and a Data Augmentation Algorithm to Systematize the Diagnosis of Deep-Vein Thrombosis by Using Wells’ Criteria
Fong-Mata , María Berenice, García-Guerrero , Enrique Efrén, Mejía-Medina, David Abdel, López-Bonilla , Oscar Roberto, Villarreal-Gómez , Luis Jesús, Zamora-Arellano, Francisco, López-Mancilla , Didier, Inzunza-González , Everardo
Published in Electronics (Basel) (01.11.2020)
Published in Electronics (Basel) (01.11.2020)
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Journal Article
Risk groups in children under six months of age using self-organizing maps
Schilithz, A.O.C., Kale, P.L., Gama, S.G.N., Nobre, F.F.
Published in Computer methods and programs in biomedicine (01.06.2014)
Published in Computer methods and programs in biomedicine (01.06.2014)
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Journal Article