The DIRAC framework: Geometric structure underlies roles of and in combining classifiers
Sniatynski MJ, Shepherd J, Wilkens LR, Hsu DF, Kristal BS
Patterns, 5, 100924 (2024)
Explainable AI — Publications
Papers tagged xai — Interpretable and explainable AI methods
9 publications · sorted by year, newest first.
2024
Generative deep learning furthers the understanding of local distributions of fat and muscle on body shape and health using 3D surface scans
Leong LT, Wong MC, Liu YE, Glaser Y, Quon BK, Kelly NN, Cataldi D, Sadowski P, Heymsfield SB, Shepherd J
Communications Medicine, 4, 13 (2024)
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound
Bunnell A, Glaser Y, Valdez D, Wolfgruber T, Altamirano A, González CZ, Hernandez BY, Sadowski P, Shepherd J
Lecture notes in computer science, , 650-659 (2024)
2023
Deep Learning Furthers the Understanding of Local Distributions of Fat and Muscle on Body Shape and Health Using 3D Surface Scans
Leong LT, Wong MC, Liu YE, Glaser Y, Quon BK, Kelly NN, Cataldi D, Sadowski P, Heymsfield SB, Shepherd J
SSRN Electronic Journal, , (2023)
Abstract P3-04-05: Artificial Intelligence Detects, Classifies, and Describes Lesions in Clinical Breast Ultrasound Images
Bunnell A, Valdez D, Wolfgruber T, Altamirano A, Hernandez BY, Sadowski P, Shepherd J
Cancer Research, 83, P3-04 (2023)
2022
Quantitative Imaging Principles Improves Medical Image Learning
Leong LT, Wong M, Glaser Y, Wolfgruber T, Heymsfield SB, Peter S, Shepherd J
arXiv (Cornell University), , (2022)
Deep learning predicts all-cause mortality from longitudinal total-body DXA imaging
Glaser Y, Shepherd J, Leong LT, Wolfgruber T, Lui L, Sadowski P, Cummings SR
Communications Medicine, 2, 102 (2022)
2021
Ranks underlie outcome of combining classifiers: Quantitative roles for and
Sniatynski MJ, Shepherd J, Ernst T, Wilkens LR, Hsu DF, Kristal BS
Patterns, 3, 100415 (2021)
The potential of using artificial intelligence to improve skin cancer diagnoses in Hawai‘i’s multiethnic population
Willingham ML, Spencer SY, Lum C, Sanchez JMN, Burnett T, Shepherd J, Cassel K
Melanoma Research, 31, 504-514 (2021)