May Dongmei Wang
Professor
Leads Bio-MIBLab on biomedical informatics, bio-imaging and predictive health analytics.
May Dongmei Wang's lab at Georgia Tech works on medical imaging & healthcare AI and medical image analysis. 57 papers since 2023, 6 at top venues, mostly ISBI and EMNLP. Applications close .
At a glance
- papers, 2023–2026
- 15/ year
- at T1 venues
- 11%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 9 papers2026 · T1 2 · collecting
- 14 papers2025 · T1 0
- 17 papers2024 · T1 4
- 17 papers2023 · T1 0
T1 venuesOtherVenues: ISBI, EMNLP, ACL, Findings of ACL, ICLR
Research focuspaper titles that use each topic's words
- Medical imaging & healthcare AI11 papers
- Medical image analysis7 papers
- biomedical5 papers
- biomedical informatics0 papers
- predictive0 papers
Paper list
From DBLP.
20269 papers
- IEEE Trans. Educ.Advancing Problem-Based Learning in Biomedical Engineering in the Era of Generative AI (opens in a new tab)
- ICLR (T1)MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science (opens in a new tab)
- ComputerMegatrends in Biomedical AI for Health Care From Data Foundations to Clinical Deployment (opens in a new tab)
- ACL (T1)MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics (opens in a new tab)
- IEEE J. Biomed. Health InformaticsMulti-Level Asymmetric Contrastive Learning for Medical Image Segmentation Pre-Training (opens in a new tab)
- ISBIPKAttn: Pharmacokinetics-Inspired Fusion of DCE-MRL and Clinical Data for Accurate Breast Cancer Recurrence Prediction (opens in a new tab)
- IEEE Trans. Biomed. Eng.Polygenic Stroke Risk and Autoimmune Disease: Associations and Clinical Modifiers (opens in a new tab)
- ISBIRethinking Model Complexity: Contrastive Frame Embedding in Transformer-Based Echocardiogram Ejection Fraction Estimation (opens in a new tab)
- Findings of ACLTree-of-Evidence: Efficient "System 2" Search for Faithful Multimodal Grounding (opens in a new tab)
202514 papers
- BCBA Hybrid Deep Learning Framework for Automated Cobb Angle Estimation in Scoliosis Assessment (opens in a new tab)
- IEEE J. Biomed. Health InformaticsAdvancing Sleep Disorder Diagnostics: A Transformer-Based EEG Model for Sleep Stage Classification and OSA Prediction (opens in a new tab)
- ICHIAnatomically-constrained Near-eye Gaze Tracking and Movement Classification using Transformer (opens in a new tab)
- ISBIAugmenting Spline Interpolated Dementia EEG Data with Deep Learning for Improved Multi-Centric Data Harmonization (opens in a new tab)
- BCBData-Driven Symbolic Higher-Order Epistasis Discovery with Kolmogorov-Arnold Networks (opens in a new tab)
- BCBDeveloping Fairness-Aware Task Decomposition to Improve Equity in Post-Spinal Fusion Complication Prediction (opens in a new tab)
- IEEE J. Biomed. Health InformaticsFairness Artificial Intelligence in Clinical Decision Support: Mitigating Effect of Health Disparity (opens in a new tab)
- BCBFrom Association to Mechanism: Causal Graph-Based Fine-Mapping of Regulatory SNPs for Functional Validation (opens in a new tab)
- IEEE J. Biomed. Health InformaticsGuest Editorial: Precision Health: AI Tailored to Individuals (opens in a new tab)
- BCBInterpretable Neural Networks Reveal Gene Interactions Underlying Autoimmune Disease Risk (opens in a new tab)
- BCBKindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry (opens in a new tab)
- BCBMulti-Agent LLM Reasoning for Clinical Procedure Sequencing from High-Granularity EHR Data (opens in a new tab)
202417 papers
- EMNLP (T1)BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers (opens in a new tab)
- BMC Medical Informatics Decis. Mak.Clinical decision making under uncertainty: a bootstrapped counterfactual inference approach (opens in a new tab)
- BHIConfidence-Calibrated Clinical Decision Support System for Reliable Respiratory Disease Screening (opens in a new tab)
- BMC Medical Informatics Decis. Mak.Developing a novel causal inference algorithm for personalized biomedical causal graph learning using meta machine learning (opens in a new tab)
- EMNLP (T1)EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records (opens in a new tab)
- GECCO CompanionEMxDesign: A Genetic Algorithm for High Affinity Drug Design (opens in a new tab)
- Frontiers Artif. Intell.Graph theoretic visualization of patient and health worker messaging in the EHR (opens in a new tab)
- BCBHeterogeneous Treatment Effects of Spinal Fusion Surgery for Adolescent Idiopathic Scoliosis Patients (opens in a new tab)
- EMBCIdentifying Features for Keloid Scars Subtyping Using K-Modes Clustering (opens in a new tab)
- BHIImproving A Large Healthcare System Research Data Warehouse Using OHDSI's Data Quality Dashboard (opens in a new tab)
- EMBCInterpretable Survival Risk Prediction for High-Grade Glioma Patients via Radiomic Features from Peritumoral Region (opens in a new tab)
- Findings of ACLKnowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models (opens in a new tab)
202317 papers
- BCBAdolescent Idiopathic Scoliosis Patient Subphenotyping for Surgical Planning and Improved Patient Outcomes (opens in a new tab)
- BHIAutomated Seizure Detection using Transformer Models on Multi-Channel EEGs (opens in a new tab)
- BCBChoice Over Effort: Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics (opens in a new tab)
- BHIConcept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes Prediction (opens in a new tab)
- BIBMDevelopment of Interpretable Machine Learning Models for COVID-19 Drug Target Docking Scores Prediction (opens in a new tab)
- BIBMEffective Surrogate Models for Docking Scores Prediction of Candidate Drug Molecules on SARS-CoV-2 Protein Targets (opens in a new tab)
- J. Biomed. InformaticsExplainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection (opens in a new tab)
- Tiny Papers @ ICLRGeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings (opens in a new tab)
- BIBMIdentification of Single-Cell RNA Sequencing Molecular Signatures for COVID-19 Infection Severity Classification (opens in a new tab)
- BIBMLatent Topic Extraction as a Source of Labeling in Natural Language Processing (opens in a new tab)
- BCBModel Confidence Calibration for Reliable COVID-19 Early Screening via Audio Signal Analysis (opens in a new tab)
- BIBMMulti-Modal Deep Feature Integration for Alzheimer's Disease Staging (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to Georgia TechFall 2027
Georgia Tech Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- optional
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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