Publications

AAAI | 2025

Step-Calibrated diffusion for biomedical optical image restoration

Yiwei Lyu, Sung Jik Cha, Cheng Jiang, ..., Christian Freudiger, Honglak Lee, and Todd Hollon

ARXIV | 2024

A self-supervised framework for learning whole slide representations

Xinhai Hou *, Cheng Jiang*, ..., Honglak Lee, and Todd C. Hollon

NATURE | 2024

Foundation models for fast, label-free detection of glioma infiltration

Akhil Kondepudi, Melike Pekmezci, Xinhai Hou, Katie Scotford, Cheng Jiang, ..., Shawn Hervey-Jumper, and Todd Hollon

NEURO-ONCOLOGY

Fast intraoperative detection of primary central nervous system lymphoma and differentiation from common central nervous system tumors using stimulated Raman histology and deep learning

David Reinecke, ..., Cheng Jiang, ..., and Daniel Orringer

CVPR WORKSHOP | 2024

Super-resolution of biomedical volumes with 2D supervision

Cheng Jiang, ..., Honglak Lee, and Todd Hollon

JOURNAL OF NEUROSURGERY SPINE | 2024

Development and validation of an artificial intelligence model to accurately predict spinopelvic parameters

Edward S. Harake, Joseph R. Linzey, Cheng Jiang, ..., Todd Hollon, Paul Park

CVPR | 2023 HIGHLIGHT

Hierarchical discriminative learning improves visual representations of biomedical microscopy

Cheng Jiang*, Xinhai Hou*, ..., Honglak Lee, and Todd C. Hollon

NATURE MEDICINE | 2023

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

Todd Hollon, Cheng Jiang, ..., 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*, ..., Honglak Lee, and Todd C. Hollon

NEUROSURGERY | 2022 COVER

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, ..., and Kayvan Najarian

DIAGNOSTICS | 2020

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

Negar Farzaneh, Craig A. Williamson, Cheng Jiang, ..., Kayvan Najarian, and S. M. Reza Soroushmehr

BIBM | 2019

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

Cheng Jiang, ..., 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, ..., and Kayvan Najarian