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Todd C Hollon
Assistant Professor, University of Michigan - Ann Arbor
Joined
April 2020
Names
Todd C Hollon
(Preferred)
,
Todd Charles Hollon
,
Todd Hollon
,
Todd C. Hollon
Emails
****@med.umich.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
University of Michigan - Ann Arbor
(umich.edu)
2020
–
Present
Postdoc
University of Michigan - Ann Arbor
(umich.edu)
2016
–
2020
PhD student
Ohio State University
(osu.edu)
2009
–
2013
Undergrad student
University of Michigan - Ann Arbor
(umich.edu)
2004
–
2008
Advisors, Relations & Conflicts
Postdoc Advisor
Honglak Lee
2016
–
2020
Expertise
healthcare
,
computer vision
,
automated diagnosis
2016
–
2020
deep learning
,
convolutional neural networks
,
optical imaging
2016
–
2020
RNNs
,
genomics
,
molecular diagnostics
,
prognostic markers
2016
–
2020
Publications
Towards Scalable Language-Image Pre-training for 3D Medical Imaging
Chenhui Zhao
,
Yiwei Lyu
,
Asadur Zaman Chowdury
,
Edward S Harake
,
Akhil Kondepudi
,
Akshay T Rao
,
Xinhai Hou
,
Honglak Lee
,
Todd C Hollon
Accepted by TMLR
Readers:
Everyone
Foundation models for fast, label-free detection of glioma infiltration
Akhil Kondepudi
,
Todd C Hollon
,
Honglak Lee
Nature
Readers:
Everyone
An Empirical Study on Unifying JEPA and Language Supervision for Visual Representation Learning
Shixuan Liu
,
Daniel A Li
,
Yiwei Lyu
,
Akhil Kondepudi
,
Honglak Lee
,
Todd C Hollon
UniReps2025
Readers:
Everyone
An empirical study of CLIP fine-tuning with similarity clusters
Shixuan Liu
,
Yiwei Lyu
,
Honglak Lee
,
Todd C Hollon
FITML 2024 Poster
Readers:
Everyone
A self-supervised framework for learning whole slide representations
Xinhai Hou
,
Cheng Jiang
,
Akhil Kondepudi
,
Yiwei Lyu
,
Asadur Zaman Chowdury
,
Honglak Lee
,
Todd C Hollon
AIM-FM Workshop @ NeurIPS'24 Poster
Readers:
Everyone
Hierarchical discriminative learning improves visual representations of biomedical microscopy
Cheng Jiang
,
Xinhai Hou
,
Akhil Kondepudi
,
Asadur Chowdury
,
Christian W. Freudiger
,
Daniel A. Orringer
,
Honglak Lee
,
Todd C. Hollon
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging
Todd C. 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 S. Berger
,
Shawn Hervey-Jumper
,
John G. Golfinos
et al. (5 additional authors not shown)
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
Cheng Jiang
,
Asadur Zaman Chowdury
,
Xinhai Hou
,
Akhil Kondepudi
,
Christian Freudiger
,
Kyle Stephen Conway
,
Sandra Camelo-Piragua
,
Daniel A Orringer
,
Honglak Lee
,
Todd Hollon
Published: 17 Sept 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Datasets and Benchmarks
Readers:
Everyone
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
,
Todd C. Hollon
2022 (modified: 08 Nov 2022)
CoRR 2022
Readers:
Everyone
Contrastive Representation Learning for Rapid Intraoperative Diagnosis of Skull Base Tumors Imaged Using Stimulated Raman Histology
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
et al. (2 additional authors not shown)
2021 (modified: 05 Nov 2022)
CoRR 2021
Readers:
Everyone
Co-Authors
Abhishek Bhattacharya
Akhil Kondepudi
Akshay T Rao
Alexander Aabedi
Arjun Adapa
Asadur Chowdury
Asadur Zaman Chowdury
B. Gregory Thompson
Balaji Pandian
Cheng Jiang
Chenhui Zhao
Chris Freudiger
Christian Freudiger
Christian W. Freudiger
Daniel A Li
Daniel A Orringer
Daniel A. Orringer
Daniel Alber
David Reinecke
Donato Pacione
Edward S Harake
Esteban Urias
Georg Widhalm
Honglak Lee
Jason Heth
View all 49 co-authors