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Humayera Islam
Humayera Islam
Ph.D. Candidate University of Missouri-Columbia
Verified email at isrt.ac.bd
Title
Cited by
Cited by
Year
Machine learning algorithms to predict the childhood anemia in Bangladesh
JR Khan, S Chowdhury, H Islam, E Raheem
Journal of Data Science 17 (1), 195-218, 2019
522019
Exposure of mobile phones and mass media in maternal health services use in developing nations: evidence from urban health survey 2013 of Bangladesh
RK Biswas, N Rahman, H Islam, T Senserrick, J Bhowmik
Contemporary South Asia 29 (3), 460-473, 2021
192021
Machine learning embedded smartphone application for early-stage diabetes risk assessment
MMH Shuvo, N Ahmed, H Islam, K Alaboud, J Cheng, ASM Mosa, ...
2022 IEEE International Symposium on Medical Measurements and Applications …, 2022
102022
A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data
H Islam, ASM Mosa
AMIA Annual Symposium 2021, 555-563, 2021
92021
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 …
ASM Mosa, MKZ Rana, H Islam, AKMM Hossain, I Yoo
JMIR mhealth and uhealth 9 (12), 2021
72021
ECG and SpO2 Signal-based real-time sleep apnea detection using feed-forward artificial neural network
T Paul, O Hassan, K Alaboud, H Islam, MKZ Rana, SK Islam, ASM Mosa
AMIA Summits on Translational Science Proceedings 2022, 379, 2022
52022
Evaluation of machine learning applications using real-world EHR data for predicting diabetes-related long-term complications
ASM Mosa, C Thongmotai, H Islam, T Paul, KSMT Hossain, V Mandhadi
Journal of Business Analytics 5 (2), 141-151, 2022
42022
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
H Islam, K Alaboud, T Paul, MKZ Rana, A Mosa
AMIA Summits on Translational Science Proceedings 2022, 264, 2022
32022
Discovery of comorbid psychiatric conditions among youth detainees in juvenile justice system using clinical data
H Islam, ASM Mosa, HK Srivastava, V Mandhadi, D Rajendran, ...
ACI Open 4 (02), e136-e148, 2020
22020
Quantification of Urbanization Using Night-Time Light Intensity in Relation to Women’s Overnutrition in Bangladesh
KSB JR Khan, MM Islam, ASM Faisal, H Islam
Journal of Urban Health, 2023
12023
An in-depth needs analysis to design a data visualization dashboard prototype for critical care setting
H Islam, X Li, MKZ Rana, K Alaboud, T Paul, A Maruf, ASM Mosa
2022 Workshop on Visual Analytics in Healthcare (VAHC), 01-06, 2022
12022
Utility of Features in a Natural-Language-Processing-Based Clinical De-Identification Model Using Radiology Reports for Advanced NSCLC Patients
T Paul, H Islam, N Singh, Y Jampani, TVP Kotapati, PA Tautam, ...
Applied Sciences 12 (19), 9976, 2022
12022
Investigation of the Utility of Features in a Clinical De-identification Model: A Demonstration Using EHR Pathology Reports for Advanced NSCLC Patients
T Paul, MKZ Rana, PA Tautam, TVP Kotapati, Y Jampani, N Singh, ...
Frontiers in Digital Health 4, 728922, 2022
12022
Task-Oriented Predictive (Top)-BERT: Novel Approach for Predicting Diabetic Complications Using a Single-Center EHR Data
H Islam, G Bartlett, RP Pierce, P Rao, LR Waitman, X Song
medRxiv, 2024.04. 15.24305843, 2024
2024
Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data
MKZ Rana, X Song, H Islam, T Paul, K Alaboud, LR Waitman, ASM Mosa
AMIA Summits on Translational Science Proceedings 2023, 448, 2023
2023
Clinicians’ Perspectives in Using Patient-Generated Health Data to Improve Ischemic Heart Disease Management
K Alaboud, M Shahreen, H Islam, T Paul, MKZ Rana, A Morrison, A Kumar, ...
AMIA Summits on Translational Science Proceedings 2022, 112, 2022
2022
Assessing the Impact of Telepsychiatry Implementation on Polypharmacy Reduction Among Youth Detainees
H Islam, ASM Mosa, LM Young-Walker
Journal of Business and Social Science Review 2 (4), 54-65, 2021
2021
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