Yuanda Zhu - RankMe

30 papers A* 1B 1C 1Journal 10Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fairness Artificial Intelligence in Clinical Decision Support: Mitigating Effect of Health Disparity. IEEE J. Biomed. Health Informatics Hang Wu, Yuanda Zhu, Wenqi Shi, Li Tong, May D. Wang
2024	—	`—`	Developing Novel NLP-Enabled Timely and Accurate Decision Making for Precision Medicine. Yuanda Zhu
2024	J	`jnl`	EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records. CoRR Wenqi Shi, Ran Xu, Yuchen Zhuang, Yue Yu, Jieyu Zhang, Hang Wu, Yuanda Zhu, Joyce C. Ho, Carl Yang, May D. Wang
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	J	`jnl`	Graph theoretic visualization of patient and health worker messaging in the EHR. Frontiers Artif. Intell. Muhammad Zia Ul Haq, Andrew Hornback, Arash Harzand, David Andrew Gutman, Bradley Gallaher, Evan D. Schoenberg, Yuanda Zhu, May D. Wang, Blake Anderson
2024	—	`conf`	Heterogeneous Treatment Effects of Spinal Fusion Surgery for Adolescent Idiopathic Scoliosis Patients. BCB J. Ben Tamo, Micky C. Nnamdi, Andrew Hornback, Matthew Chen, Wenqi Shi, Yuanda Zhu, Henry J. Iwinski, May D. Wang
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`	Automated Seizure Detection using Transformer Models on Multi-Channel EEGs. BHI Yuanda Zhu, May D. Wang
2023	J	`jnl`	Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection. J. Biomed. Informatics Felipe O. Giuste, Ryan Sequeira, Vikranth Keerthipati, Peter Lais, Ali Mirzazadeh, Arshawn Mohseni, Yuanda Zhu, Wenqi Shi, Benoit Marteau, Yishan Zhong, Li Tong, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang
2023	—	`conf`	Latent Topic Extraction as a Source of Labeling in Natural Language Processing. BIBM Andrew Hornback, Yuanda Zhu, Monica Isgut, Wenqi Shi, Arjita Nema, Blake J. Anderson, May D. 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	—	`conf`	Accelerating Multi-site Health Informatics with Streamlined Data Infrastructure using OMOP-on-FHIR. EMBC Benoit Marteau, Yuanda Zhu, Felipe O. Giuste, Wenqi Shi, Ashley M. Carpenter, Coleman Hilton, May D. Wang
2022	—	`conf`	Automating Treatment Recommendations for Children with Cerebral Palsy Based on Multi-Modal Clinical Data. BHI Aishwarya Mahale, Yuanda Zhu, Sami Belhareth, Adam Graf, Karen M. Kruger, Joseph Krzak, May D. Wang
2022	—	`conf`	Development of a generalizable multi-site and multi-modality clinical data cloud infrastructure for pediatric patient care. BCB Andrew Hornback, Wenqi Shi, Felipe O. Giuste, Yuanda Zhu, Ashley M. Carpenter, Coleman Hilton, Vinieth N. Bijanki, Hiram Stahl, Gary S. Gottesman, Chad Purnell, Henry J. Iwinski, J. Michael Wattenbarger, May D. Wang
2022	J	`jnl`	Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit. Frontiers Artif. Intell. Yuanda Zhu, Janani Venugopalan, Zhenyu Zhang, Nikhil Chanani, Kevin O. Maher, May D. Wang
2022	J	`jnl`	Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics. IEEE J. Biomed. Health Informatics Yuanda Zhu, Ying Sha, Hang Wu, Mai Li, Ryan A. Hoffman, May D. Wang
2022	—	`conf`	Using natural language processing on free-text clinical notes to identify patients with long-term COVID effects. BCB Yuanda Zhu, Aishwarya Mahale, Kourtney Peters, Lejy Mathew, Felipe O. Giuste, Blake J. Anderson, May D. Wang
2021	—	`conf`	A FHIR-compliant Application for Multi-Site and Multi-Modality Pediatric Scoliosis Patient Rehabilitation. BIBM Wenqi Shi, Felipe O. Giuste, Yuanda Zhu, Ashley M. Carpenter, Henry J. Iwinski, Coleman Hilton, J. Michael Wattenbarger, May D. Wang
2021	J	`jnl`	COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks. IEEE J. Biomed. Health Informatics Wenqi Shi, Li Tong, Yuanda Zhu, May D. 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
2021	J	`jnl`	Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review. CoRR Felipe O. Giuste, Wenqi Shi, Yuanda Zhu, Tarun Naren, Monica Isgut, Ying Sha, Li Tong, Mitali S. Gupte, May D. Wang
2021	—	`conf`	Improving Heart Transplant Rejection Classification Training using Progressive Generative Adversarial Networks. BHI Ali Mirzazadeh, Arshawn Mohseni, Sahar Ibrahim, Felipe O. Giuste, Yuanda Zhu, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang
2020	—	`conf`	Automated Classification of Acute Rejection from Endomyocardial Biopsies. BCB Felipe O. Giuste, Mythreye Venkatesan, Conan Zhao, Li Tong, Yuanda Zhu, Shriprasad R. Deshpande, May D. Wang
2020	—	`conf`	EXAM: An Explainable Attention-based Model for COVID-19 Automatic Diagnosis. BCB Wenqi Shi, Li Tong, Yuchen Zhuang, Yuanda Zhu, May D. 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
2020	J	`jnl`	Public Health Informatics: Proposing Causal Sequence of Death Using Neural Machine Translation. CoRR Yuanda Zhu, Ying Sha, Hang Wu, Mai Li, Ryan A. Hoffman, May D. Wang
2020	J	`jnl`	REMOTE: Robust External Malware Detection Framework by Using Electromagnetic Signals. IEEE Trans. Computers Nader Sehatbakhsh, Alireza Nazari, Monjur Alam, Frank Werner, Yuanda Zhu, Alenka G. Zajic, Milos Prvulovic
2020	B	`conf`	Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting. COMPSAC Mohammed Saqib, Yuanda Zhu, May D. Wang, Brett K. Beaulieu-Jones
2019	—	`conf`	Feature Exploration and Causal Inference on Mortality of Epilepsy Patients Using Insurance Claims Data. BHI Yuanda Zhu, Hang Wu, May D. Wang
2019	—	`conf`	Improved Prediction on Heart Transplant Rejection Using Convolutional Autoencoder and Multiple Instance Learning on Whole-Slide Imaging. BHI Yuanda Zhu, Li Tong, Shriprasad R. Deshpande, May D. Wang