Publications by authors named "Humayera Islam"

Claim this Profile
P
Predicting Incident Type 2 Diabetes Using Wearable Activity and Polygenic Risk: A Survival-Modeling Study in All of Us.
Md Hafizur Rahman, Ash Arian, Sreenivas Konda, Laura A McGuinn, Humayera Islam

J Clin Endocrinol Metab· December 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Understanding Cancer Risk Among Bangladeshi Women: An Explainable Machine Learning Approach to Socio-Reproductive Factors Using Tertiary Hospital Data.
Muhammad Rafiqul Islam, Humayera Islam, Syeda Masuma Siddiqua, Salman Bashar Al Ayub, Beauty Saha, Rashedul Islam

Healthcare (Basel)· June 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
F
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

Comput Biol Med· January 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Privacy-Preserved Transfer Learning Concept to Predict Diabetic Kidney Disease at Out-of-Network Siloed Sites Using an In-Network Federated Model on Real-World Data.
Humayera Islam, Khuder Alaboud, Tanmoy Paul, Md Kamruz Zaman Rana, Abu Mosa

AMIA Jt Summits Transl Sci Proc· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
ECG and SpO Signal-Based Real-Time Sleep Apnea Detection Using Feed-Forward Artificial Neural Network.
Tanmoy Paul, Omiya Hassan, Khuder Alaboud, Humayera Islam, Md Kamruz Zaman Rana, Syed K Islam

AMIA Jt Summits Transl Sci Proc· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Clinicians' Perspectives in Using Patient-Generated Health Data to Improve Ischemic Heart Disease Management.
Khuder Alaboud, Maniza Shahreen, Humayera Islam, Tanmoy Paul, Md Kamruz Zaman Rana

AMIA Jt Summits Transl Sci Proc· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
Q
Quantification of Urbanization Using Night-Time Light Intensity in Relation to Women's Overnutrition in Bangladesh.
Jahidur Rahman Khan, Md Mazharul Islam, Abu Saleh Mosa Faisal, Humayera Islam, K Shuvo Bakar

J Urban Health· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data.
Md Kamruz Zaman Rana, Xing Song, Humayera Islam, Tanmoy Paul, Khuder Alaboud

AMIA Jt Summits Transl Sci Proc· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data.
Humayera Islam, Abu Mosa, Famia

AMIA Annu Symp Proc· April 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
I
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, Humayera Islam

Front Digit Health· February 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Smartphone-Based Decision Support Tool for Predicting Patients at Risk of Chemotherapy-Induced Nausea and Vomiting: Retrospective Study on App Development Using Decision Tree Induction.
Abu Saleh Mohammad Mosa, Md Kamruz Zaman Rana, Humayera Islam, A K M Mosharraf Hossain, Illhoi Yoo

JMIR Mhealth Uhealth· December 2021

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis