Publications

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

Website arXiv Github OpenReview Talk

NEUROSURGERY | 2022

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

Cheng Jiang, Abhishek Bhattacharya, Joseph Linzey, Rushikesh Joshi, Sung Jik Cha, Sudharsan Srinivasan, Daniel Alber, Akhil Kondepudi, Esteban Urias, Balaji Pandian, Wajd Al-Holou, Steve Sullivan, B. Gregory Thompson, Jason Heth, Chris Freudiger, Siri Khalsa, Donato Pacione, John G. Golfinos, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, and Todd Hollon

Paper Arxiv PubMed Talk

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

Paper PubMed

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

Paper

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

Paper PubMed

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

Paper PubMed Poster

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

Paper PubMed

Preprints

2022

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

Todd Hollon, Cheng Jiang, Asadur Chowdury, Mustafa Nasir-Moin, Akhil Kondepudi, Alexander Aabedi, Arjun Adapa, Wajd Al-Holou, Jason Heth, Oren Sagher, Pedro Lowenstein, Maria Castro, Lisa Irina Wadiura, Georg Widhalm, Volker Neuschmelting, David Reinecke, Niklas von Spreckelsen, Mitchel Berger, Shawn Hervey-Jumper, John Golfinos, Matija Snuderl, Sandra Camelo-Piragua, Christian Freudiger, Honglak Lee, and Daniel Orringer

Interactive Demo Preprint Github