May Dongmei Wang

32 papers A* 3C 4Journal 7Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Hybrid Deep Learning Framework for Automated Cobb Angle Estimation in Scoliosis Assessment. BCB Shaun Qien Yeau Tan, Shaunna Wang, Chia-Pei Wang, Alexandru C. Florea, Isabella W. Wang, Degel S. Agoreyo, Joline J. Speck, Micky C. Nnamdi, J. Ben Tamo, Benoit Louis Marteau, Yishan Zhong, Selina Poon, May Dongmei Wang
2025	—	`conf`	Data-Driven Symbolic Higher-Order Epistasis Discovery with Kolmogorov-Arnold Networks. BCB Oankar R. Patil, Benoit Louis Marteau, Kamran Shazand, Yuxuan Shen, May Dongmei Wang
2025	—	`conf`	Developing Fairness-Aware Task Decomposition to Improve Equity in Post-Spinal Fusion Complication Prediction. BCB Yining Yuan, J. Ben Tamo, Wenqi Shi, Yishan Zhong, Micky C. Nnamdi, B. Randall Brenn, Steven W. Hwang, May Dongmei Wang
2025	—	`conf`	From Association to Mechanism: Causal Graph-Based Fine-Mapping of Regulatory SNPs for Functional Validation. BCB Nishant Singh Chouhan, J. Ben Tamo, Oankar R. Patil, Wenqi Shi, Micky C. Nnamdi, Steven Randall Hwang, Kamran W. Shazand, May Dongmei Wang
2025	J	`jnl`	Guest Editorial: Precision Health: AI Tailored to Individuals. IEEE J. Biomed. Health Informatics Edward Sazonov, Bobak J. Mortazavi, Tayo Obafemi-Ajayi, Hassan Ghasemzadeh, María Fernanda Cabrera-Umpiérrez, May Dongmei Wang
2025	—	`conf`	Interpretable Neural Networks Reveal Gene Interactions Underlying Autoimmune Disease Risk. BCB Monica Isgut, Andrew Hornback, Karan Samel, Logan Gloster, Neha Jain, Kyungbeom Kim, May Dongmei Wang
2025	—	`conf`	KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry. BCB Micky C. Nnamdi, Wenqi Shi, Cheng Wan, J. Ben Tamo, Benjamin M. Smith, Chad Purnell, May Dongmei Wang
2025	J	`jnl`	MENDR: Manifold Explainable Neural Data Representations. CoRR Matthew Chen, Micky C. Nnamdi, Justin Shao, Andrew Hornback, HongYun Huang, J. Ben Tamo, Yishan Zhong, Benoit Marteau, Wenqi Shi, May Dongmei Wang
2025	—	`conf`	Multi-Agent LLM Reasoning for Clinical Procedure Sequencing from High-Granularity EHR Data. BCB Yishan Zhong, Wenqi Shi, J. Ben Tamo, Micky C. Nnamdi, Yining Yuan, May Dongmei Wang
2024	A*	`conf`	BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers. EMNLP Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Yanqiao Zhu, May Dongmei Wang, Joyce C. Ho, Chao Zhang, Carl Yang
2024	A*	`conf`	EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records. EMNLP Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu, Yuanda Zhu, Joyce C. Ho, Carl Yang, May Dongmei Wang
2024	—	`conf`	EMxDesign: A Genetic Algorithm for High Affinity Drug Design. GECCO Companion Neha Jain, Andrew Hornback, May Dongmei Wang
2024	—	`conf`	Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models. ACL (Findings) Ran Xu, Hejie Cui, Yue Yu, Xuan Kan, Wenqi Shi, Yuchen Zhuang, May Dongmei Wang, Wei Jin, Joyce C. Ho, Carl Yang
2024	A*	`conf`	MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning. EMNLP Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Haotian Sun, Hang Wu, Carl Yang, May Dongmei Wang
2024	—	`conf`	RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records. ACL (Short Papers) Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May Dongmei Wang, Joyce C. Ho, Carl Yang
2023	—	`conf`	Adolescent Idiopathic Scoliosis Patient Subphenotyping for Surgical Planning and Improved Patient Outcomes. BCB Junior Ben Tamo, Wenqi Shi, Yuanda Zhu, Micky C. Nnamdi, Henry J. Iwinski, J. Michael Wattenbarger, May Dongmei Wang
2023	—	`conf`	Choice Over Effort: Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics. BCB Wenqi Shi, Benoit Louis Marteau, Felipe O. Giuste, May Dongmei Wang
2023	—	`conf`	GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings. Tiny Papers @ ICLR Monica Isgut, Neha Jain, Andrew Hornback, Karan Samel, May Dongmei Wang
2023	—	`conf`	Model Confidence Calibration for Reliable COVID-19 Early Screening via Audio Signal Analysis. BCB Micky C. Nnamdi, Junior Ben Tamo, Sara Stackpole, Wenqi Shi, Benoit Marteau, May Dongmei Wang
2023	—	`conf`	Retrieval-Augmented Large Language Models for Adolescent Idiopathic Scoliosis Patients in Shared Decision-Making. BCB Wenqi Shi, Yuchen Zhuang, Yuanda Zhu, Henry J. Iwinski, J. Michael Wattenbarger, May Dongmei Wang
2022	C	`conf`	Attention-based Automated Chest CT Image Segmentation Method of COVID-19 Lung Infection. BIBE Beom J. Lee, Sarkis T. Martirosyan, Zaid Khan, Han Y. Chiu, Zun Wang, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang
2022	C	`conf`	Interpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images. BIBE Yuheng Li, Jieh Sheng Hsu, Noaima Bari, Xu Qiu, Malvika Viswanathan, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang
2021	—	`conf`	COVID-19 diagnosis using model agnostic meta-learning on limited chest X-ray images. BCB Tarun Naren, Yuanda Zhu, May Dongmei Wang
2020	J	`jnl`	Editorial Special Issue on "AI-Driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic". IEEE J. Biomed. Health Informatics Amir A. Amini, Wei Chen, Giancarlo Fortino, Ye Li, Yi Pan, May Dongmei Wang
2020	C	`conf`	Mitigating Patient-to-Patient Variation in EEG Seizure Detection using Meta Transfer Learning. BIBE Yuanda Zhu, Mohammed Saqib, Elizabeth Ham, Sami Belhareth, Ryan Hoffman, May Dongmei Wang
2019	—	`conf`	Fusion In Breast Cancer Histology Classification. BCB Juan Carlos Vizcarra, Ryan Place, Li Tong, David A. Gutman, May Dongmei Wang
2019	J	`jnl`	Guest Editorial on the Special Issue on Informatics on Biomedical Data Learning, Reasoning, and Representation. IEEE J. Biomed. Health Informatics Tamer Kahveci, Giuseppe Pozzi, Amarda Shehu, May Dongmei Wang
2019	C	`conf`	Hybrid Modeling of Ebola Propagation. BIBE Cyrus Tanade, Nathanael Pate, Elianna Paljug, Ryan A. Hoffman, May Dongmei Wang
2017	—	`conf`	Causes of death in the United States, 1999 to 2014. BHI Hanyu Jiang, Hang Wu, May Dongmei Wang
2013	J	`jnl`	omniBiomarker: A Web-Based Application for Knowledge-Driven Biomarker Identification. IEEE Trans. Biomed. Eng. John H. Phan, Andrew N. Young, May Dongmei Wang
2012	J	`jnl`	Cardiovascular Genomics: A Biomarker Identification Pipeline. IEEE Trans. Inf. Technol. Biomed. John H. Phan, Chang F. Quo, May Dongmei Wang
2012	J	`jnl`	Integrating image analysis algorithms in a web interface for the quantification of microtubule dynamics. Int. J. Comput. Biol. Drug Des. Koon Yin Kong, Adam I. Marcus, Paraskevi Giannakakou, May Dongmei Wang