Publications

CVPR | 2023

Hierarchical sampling improves visual representation learning of biomedical microscopy

Cheng Jiang*, Xinhai Hou*, Akhil Kondepudi, Asadur Chowdury, Christian W. Freudiger, Honglak Lee, and Todd C. Hollon

NATURE MEDICINE | 2023

AI-based molecular classification of diffuse gliomas using rapid, label-free optical imaging

Todd Hollon, Cheng Jiang, Asadur Chowdury, ..., Christian Freudiger, Honglak Lee, and Daniel Orringer

NEURIPS DATASETS & BENCHMARKS | 2022

OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology

Cheng Jiang*, Asadur Chowdury*, Xinhai Hou*, Akhil Kondepudi, Christian W. Freudiger, Kyle Conway, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, and Todd C. Hollon

NEUROSURGERY | 2022

Rapid automated analysis of skull base tumor specimens using intraoperative optical imaging and artificial intelligence

Cheng Jiang, ..., Daniel A. Orringer, Honglak Lee, and Todd Hollon

BRIEFINGS IN BIOINFORMATICS | 2021

Coupled Matrix-Matrix and Coupled Tensor-Matrix Completion Methods for Predicting Drug-Target Interactions

Maryam Bagherian, Renaid Kim, Cheng Jiang, Maureen A. Sartor, Harm Derksen, and Kayvan Najarian

BIOMEDICAL SIGNAL PROCESSING & CONTROL | 2021

Prediction of Cardiac Arrhythmia Using Deterministic Probabilistic Finite-state Automata

Zhi Li, Harm Derksen, Jonathan Gryak, Cheng Jiang, Zijun Gao, Winston Zhang, Hamid Ghanbari, Pujitha Gunaratne, and Kayvan Najarian

MDPI DIAGNOSTICS | 2020

Segmentation and Severity Analysis of Subdural Hematoma for Patients with Traumatic Brain Injuries

Negar Farzaneh, Craig A. Williamson, Cheng Jiang, Ashok Srinivasan, Jayapalli R. Bapuraj, Jonathan Gryak, Kayvan Najarian, and S. M. Reza Soroushmehr

BIBM | 2019

Midline Shift vs. Mid-Surface Shift: Correlation with Outcome of Traumatic Brain Injuries

Cheng Jiang, Jie Cao, Craig Williamson, Negar Farzaneh, Venkatakrishna Rajajee, Jonathan Gryak, Kayvan Najarian, and S.M.Reza Soroushmehr

EMBC | 2017

Automated Subdural Hematoma Segmentation for Traumatic Brain Injured (TBI) Patients

Negar Farzaneh, S.M.Reza Soroushmehr, Craig A. Williamson, Cheng Jiang, Ashok Srinivasan, Jayapalli R. Bapuraj, Kevin R. Ward, Frederick K. Korley, and Kayvan Najarian