output
20112025
most citedRecent advances and clinical applications of deep learning in medical image analysis

1.1k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2025Show all

2 papers · 1 filter

math.OC2025

VALVEFIT: An analysis-suitable B-spline-based surface fitting framework for patient-specific modeling of tricuspid valves

Ajith Moola, Ashton M. Corpuz, Michael J. Burkhart +6

Patient-specific computational modeling of the tricuspid valve (TV) is vital for the clinical assessment of heart valve diseases. However, this process is hindered by limitations i…

cs.CV2025★ 21 cited

Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models

Paul Calle, Averi Bates, Justin C. Reynolds +10

Background and Objectives: The variability and biases in the real-world performance benchmarking of deep learning models for medical imaging compromise their trustworthiness for re…