Concepedia

Jacob Hinkle

JH

Statistics

Publications

22

Citations

708

H-Index

17

Active since

2007

Affiliations

Oak Ridge National Laboratory(Current)

University of Utah

University of Tennessee at Knoxville

Huntsman Cancer Institute

Louisiana State University Health Sciences Center New Orleans

Jacob Hinkle is an author at Oak Ridge National Laboratory specializing in computer science, computing, and machine learning.

Publications per year

2007–2023

22

Publications

22

Intrinsic Polynomials for Regression on Riemannian Manifolds

Jacob Hinkle, P. Thomas Fletcher, Sarang Joshi · Journal of Mathematical Imaging and Vision · 2014 · 89 citations · Full text

Natural Sciences, Computer Science, Mathematics +17

A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction

Nikhil Singh, Jacob Hinkle, Sarang Joshi et al. · 2013 · 72 citations

Computing, Biomedical Engineering, Computer Science +17

Classifying cancer pathology reports with hierarchical self-attention networks

Shang Gao, John X. Qiu, Mohammed Alawad et al. · Artificial Intelligence in Medicine · 2019 · 59 citations · Full text

Computing, Computer Science, Pathology +16

Challenges in Markov Chain Monte Carlo for Bayesian Neural Networks

Theodore Papamarkou, Jacob Hinkle, M. Todd Young et al. · Statistical Science · 2022 · 56 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

4D CT image reconstruction with diffeomorphic motion model

Jacob Hinkle, Martin Szegedi, Brian Wang et al. · Medical Image Analysis · 2012 · 47 citations

Engineering, Biomedical Engineering, Radiology +14

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