Zhiyu Wan

23 papers A 1B 1C 1Misc 7Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A DICOM Image De-identification Algorithm in the MIDI-B Challenge.
CoRR
Hongzhu Jiang, Sihan Xie, Zhiyu Wan
2025 J jnl
Medical Image De-Identification Benchmark Challenge.
CoRR
Linmin Pei, Sutton Granger, Michael W. Rutherford, Ulrike Wagner, Tracy S. Nolan, Kirk E. Smith, Phillip Farmer, Peter Gu, Ambar Rana, Kailing Chen, Thomas Ferleman, Brian Park, Ye Wu, Jordan Kojouharov, Gargi Singh, Jon Lemon, Tyler Willis, Milos Vukadinovic, Grant Duffy, Bryan He, David Ouyang, Marco Pereanez, Daniel D. Samber, Derek A. Smith, Christopher Cannistraci, Zahi Fayad, David S. Mendelson, Michele Bufano, Elmar Kotter, Hamideh Haghiri, Rajesh Baidya, Stefan Dvoretskii, Klaus H. Maier-Hein, Marco Nolden, Christopher Ablett, Silvia Siggillino, Sandeep Kaushik, Hongzhu Jiang, Sihan Xie, Zhiyu Wan, Alex Michie, Simon J. Doran, Angeline Aurelia Waly, Felix A. Nathaniel Liang, Humam Arshad Mustagfirin, Michelle Grace Felicia, Kuo Po Chih, Rahul Krish, Ghulam Rasool, Nidhal Bouaynaya, Nikolas Koutsoubis, Kyle Naddeo, Kartik Pandit, Tony O'Sullivan, Raj Krish, Qinyan Pan, Scott Gustafson, Benjamin Kopchick, Laura Opsahl-Ong, Andrea Olvera-Morales, Jonathan Pinney, Kathryn Johnson, Theresa Do, Juergen Klenk, Maria Diaz, Arti Singh, Rong Chai, David A. Clunie, Fred W. Prior, Keyvan Farahani
2024 B conf
Evaluating Fairness of Mask R-CNN for Kidney Infection Detection based on Renal Scintigraphy.
IEEE Big Data
Jiayi Wang, Mingyan Wu, Yuhang Guo, Ha Wu, Zhiyu Wan
2024 — conf
Performance Evaluation of Multimodal Large Language Models (LLaVA and GPT-4-based ChatGPT) in Medical Image Classification Tasks.
ICHI
Yuhang Guo, Zhiyu Wan
2023 J jnl
Defending Against Membership Inference Attacks on Beacon Services.
ACM Trans. Priv. Secur.
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik
2023 J jnl
Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics.
CoRR
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik
2023 J jnl
Managing re-identification risks while providing access to the
J. Am. Medical Informatics Assoc.
Weiyi Xia, Melissa A. Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantarcioglu, Yongtai Liu, Steve Nyemba, Yevgeniy Vorobeychik, Zhiyu Wan, Bradley A. Malin
2022 J jnl
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models.
CoRR
Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin
2022 Misc conf
A Scalable Tool for Realistic Health Data Re-identification Risk Assessment.
AMIA
Weiyi Xia, Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcioglu, Ellen Wright Clayton, Bradley A. Malin
2022 Misc conf
Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking.
AMIA
Chao Yan, Yao Yan, Ziqi Zhang, Zhiyu Wan, Justin Guinney, Sean D. Mooney, Bradley A. Malin
2022 J jnl
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic.
J. Am. Medical Informatics Assoc.
J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2022 C conf
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study.
PSD
Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2022 — conf
Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model.
BIBM
Abinitha Gourabathina, Zhiyu Wan, J. Thomas Brown, Chao Yan, Bradley A. Malin
2022 Misc conf
Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies.
AMIA
James Thomas Brown, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2021 Misc conf
De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering.
AMIA
Yongtai Liu, Douglas Conway, Zhiyu Wan, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2021 J jnl
Defending Against Membership Inference Attacks on Beacon Services.
CoRR
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik
2021 J jnl
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic.
CoRR
J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2021 J jnl
Extraction of High-Frequency Power Cable Transmission Characteristics From Impedance Spectroscopy.
IEEE Trans. Instrum. Meas.
Shi Mo, Dandan Zhang, Zhenbiao Li, Zhiyu Wan
2019 Misc conf
Biomedical Research Cohort Membership Disclosure on Social Media.
AMIA
Yongtai Liu, Chao Yan, Zhijun Yin, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Bradley A. Malin
2018 Misc conf
Detecting the Presence of an Individual in Phenotypic Summary Data.
AMIA
Yongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley A. Malin
2018 J jnl
It's all in the timing: calibrating temporal penalties for biomedical data sharing.
J. Am. Medical Informatics Assoc.
Weiyi Xia, Zhiyu Wan, Zhijun Yin, James Gaupp, Yongtai Liu, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2017 Misc conf
An Open Source Tool for Game Theoretic Health Data De-Identification.
AMIA
Fabian Prasser, James Gaupp, Zhiyu Wan, Weiyi Xia, Yevgeniy Vorobeychik, Murat Kantarcioglu, Klaus A. Kuhn, Bradley A. Malin
2015 A conf
Process-Driven Data Privacy.
CIKM
Weiyi Xia, Murat Kantarcioglu, Zhiyu Wan, Raymond Heatherly, Yevgeniy Vorobeychik, Bradley A. Malin