A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data. - Humayera Islam; Abu Saleh Mohammad Mosa (AMIA, 2021)

Machine Learning Embedded Smartphone Application for Early-Stage Diabetes Risk Assessment. - Md Maruf Hossain Shuvo; Nafis Ahmed; Humayera Islam; Khuder Alaboud; Jianlin Cheng; Abu Saleh Mohammad Mosa; Syed Kamrul Islam (MeMeA, 2022)

An In-depth Needs Analysis to Design a Data Visualization Dashboard Prototype for Critical Care Setting. - Humayera Islam; Xiaoxia Li; Md Kamruz Zaman Rana; Khuder Alaboud; Tanmoy Paul; Abdullah Maruf; Abu Saleh Mohammad Mosa (VAHC, 2022)

Investigation of the Utility of Features in a Clinical De-identification Model: A Demonstration Using EHR Pathology Reports for Advanced NSCLC Patients. - Tanmoy Paul; Md Kamruz Zaman Rana; Preethi Aishwarya Tautam; Teja Venkat Pavan Kotapati; Yaswitha Jampani; Nitesh Singh; Humayera Islam; Vasanthi Mandhadi; Vishakha Sharma 004; Michael Barnes; Richard D. Hammer; Abu Saleh Mohammad Mosa (Frontiers Digit. Health, 2022)

Fair and explainable Myocardial Infarction (MI) prediction: Novel strategies for feature selection and class imbalance correction. - Simon Bin Akter; Sumya Akter; Moon Das Tuli; David Eisenberg 002; Aaron Lotvola; Humayera Islam; Jorge Eduardo Fresneda Fernandez; Maik Hüttemann; Tanmoy Sarkar Pias (Comput. Biol. Medicine, 2025)