Humayera Islam

According to our database, Humayera Islam authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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, Aaron Lotvola, Humayera Islam, Jorge Eduardo Fresneda Fernandez, Maik Hüttemann, Tanmoy Sarkar Pias

Comput. Biol. Medicine, 2025

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, Michael Barnes, Richard D. Hammer, Abu Saleh Mohammad Mosa

Frontiers Digit. Health, 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

Proceedings of the Workshop on Visual Analytics in Healthcare, 2022

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

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

2021

A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data.

Humayera Islam, Abu Saleh Mohammad Mosa

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021