Md Enamul Haque, PhD
Md Enamul Haque
Senior Research Data Scientist Stanford University School of Medicine Stanford University Palo Alto, CA 94043
I am a Senior Research Data Scientist at the Spencer Center for Vision Research at Stanford University School of Medicine, and Senior Data Scientist at Truveta Inc.. I am also involved in eye care research at Office of Research and Development in U.S. Department of Veterans Affairs, Palo Alto, CA. My general research area includes bioinformatics, data mining, NLP, and statistical learning to identify influential factors for eye disease among patients with a specific focus on research at the intersection of aging, dementia, and ocular disease. I am broadly interested in developing methods for precision medicine by applying graph machine learning and statistical modeling at the intersection of EHR, clinical trials, genomics, and related healthcare data.
Email: enamulh [strudel] stanford.edu
Links: [LinkedIn] [Twitter] [Github] [Google Scholar]
Recent Papers
- (07/2023) "Identification of Fraudulent Healthcare Claims Using Fuzzy Bipartite Knowledge Graphs", accepted to IEEE Transactions on Services Computing.
- (03/2023) "Causes of Childhood Blindness in the United States using the IRIS® Registry (Intelligent Research in Sight)." accepted in Ophthalmology.
- (01/2022) "PrediCatE: Predicting Acute Endophthalmitis for Patients with Cataract Surgery" accepted in IEEE ICSC 2022.
- (01/2022) "Negative Insurance Claim Generation Using Distance Pooling on Positive Diagnosis-Procedure Bipartite Graphs", accepted to ACM Journal of Data and Information Quality.
- (01/2022) "Byte embeddings for file fragment classification", accepted to Elsevier Future Generation Computer Systems.
- (01/2022) "Efficacy of the Confinement Policies on the COVID-19 Spread Dynamics in the Early Period of the Pandemic", accepted to IOS Intelligent Data Analysis.
- (01/2021) "Identifying Health Insurance Claim Frauds Using Mixture of Clinical Concepts", accepted to IEEE Transactions on Services Computing.
- (12/2020) "Beyond Word Embeddings: Temporal Representations of Words using Google Trends" accepted in IEEE ICSC 2021.
Experience
- Senior Research Data Scientist, Stanford University, Palo Alto, CA (2022 - )
- Senior Data Scientist, Truveta Inc., WA (2022 - )
- Research Data Scientist, Stanford University, Palo Alto, CA (2020 - 2022)
- Research Data Scientist, U.S. Dept. of Veterans Affairs, Palo Alto, CA (2021 - )
- Data Scientist Intern, American Family Insurance, Chicago, IL (2019 - 2019)
- Graduate Research and Teaching Assistant, University of Louisiana at Lafayette, LA (2016 - 2020)
- Graduate Research and Teaching Assistant, Temple University, Philadelphia, PA (2015 - 2016)
- Graduate Research and Teaching Assistant, KFUPM, Dhahran, Saudi Arabia (2013 - 2015)
- Senior Software Engineer, Grameenphone, Dhaka, Bangladesh (2010 - 2013)
Patents
- Apparatus and method of sensor deployment. view
- Wireless method for deploying and identifying sensors by a robot. view
- Method of routing for wireless ad hoc and sensor networks. view
- Geographic location aware routing for wireless sensor networks. view
- Sensor node for selecting and transmitting a data packet to a relay node. view
- Density-based method for selecting a relay node. view