Jon N. Marsh

Washington University in St. Louis — United States

Engineering · Physical Sciences

31h-index2.9kcitations123works1.32yr avg
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Research Topics

Ultrasound and Hyperthermia Applications(50), Photoacoustic and Ultrasonic Imaging(48), Ultrasound Imaging and Elastography(32), Ultrasound and Cavitation Phenomena(10), Coronary Interventions and Diagnostics(9)

Publications123 total

Superior transplant recipient outcome prediction and pathology assessment using rapid deep learning applied to procurement kidney biopsies
Scientific Reports·2025Open Access
REDUCTION IN DISPENSED OPIOIDS AND CHRONIC POSTOPERATIVE OPIOID USE IN OUTPATIENT ORTHOPAEDIC PATIENTS: A POPULATION-BASED STUDY OF THE IMPLEMENTATION OF AN INSTITUTIONAL PROTOCOL
Orthopaedic Proceedings·2025
Deep Learning Prediction of Malignancy in Serous Ovarian Neoplasms from Intraoperative Digital Whole-Slide Images
SSRN Electronic Journal·2025Open Access
Development of a deep learning algorithm for Paneth cell density quantification for inflammatory bowel disease
EBioMedicine·2024· 5 citedOpen Access
Paper 16: The Use of Intravenous Tranexamic Acid Does Not Improve Arthroscopic Visualization in Shoulder Surgery: A Randomized Controlled Trial
Orthopaedic Journal of Sports Medicine·2023· 2 citedOpen Access
DEPLOYMENT OF A DEEP LEARNING MODEL TO ASSIST PATHOLOGISTS WITH DONOR KIDNEY BIOPSY EVALUATION
Journal of Pathology Informatics·2022Open Access
Development and Validation of a Deep Learning Model to Quantify Glomerulosclerosis in Kidney Biopsy Specimens
JAMA Network Open·2021· 49 citedOpen Access
Deep learning quantification of percent steatosis in donor liver biopsy frozen sections
EBioMedicine·2020· 62 citedOpen Access
Resolution of Murine Toxic Hepatic Injury Quantified With Ultrasound Entropy Metrics
Ultrasound in Medicine & Biology·2019· 1 citedOpen Access
247 – Deep Learning Algorithm Accurately Predicts Percent Steatosis in Donor Liver Biopsy Frozen Sections
Gastroenterology·2019
Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections
IEEE Transactions on Medical Imaging·2018· 173 cited
Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections
2018· 21 citedOpen Access
Abstract 16590: Sensitive, Concentration-dependent Entropy Metrics for Quantitative Ultrasound Molecular Imaging of Thrombi
Circulation·2016
Ultrasound modulates ion channel currents
Scientific Reports·2016· 345 citedOpen Access
High contrast ultrasonic imaging of resin-rich regions in graphite/epoxy composites using entropy
AIP conference proceedings·2016Open Access
Antithrombin nanoparticles inhibit stent thrombosis in ex vivo static and flow models
Journal of Vascular Surgery·2015· 13 citedOpen Access
Muscle ultrasound in Duchenne muscular dystrophy: Useful tool to monitor progression of early disease
Neuromuscular Disorders·2015
Delivery of a Protease-Activated Cytolytic Peptide Prodrug by Perfluorocarbon Nanoparticles
Bioconjugate Chemistry·2015· 36 cited
Entropy vs. Energy Waveform Processing: A Comparison Based on the Heat Equation
Entropy·2015· 9 citedOpen Access
Antithrombin Perfluorocarbon Nanoparticle Deposition Prevents Stent Thrombosis
The FASEB Journal·2015
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Frequent Co-authors

Samuel A. Wickline(34), Gregory M. Lanza(20), Michael S. Hughes(19), Christopher S. Hall(16), Gary H. Brandenburger(9), James G. Miller(9), Michael J. Scott(8), Ralph W. Fuhrhop(8), Giovanni Lanza(8), Kirk Wallace(8), Shelton D. Caruthers(6), Joel Mobley(6), Grace Hu(5), Paul H. Schlesinger(5), Patrick J. Gaffney(5), John S. Allen(5), John E. McCarthy(5), J M Arbeit(5), Steven L. Baldwin(4), Ta‐Chiang Liu(4)