Publications

PREPRINT | 2024

Visual foundation models for fast, label-free detection of diffuse glioma infiltration

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

ARXIV | 2024

Step-Calibrated diffusion for biomedical optical image restoration

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

ARXIV | 2024

A self-supervised framework for learning whole slide representations

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

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