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Heng Huang

University of Maryland

SCHOLARLY PAPERS

3

DOWNLOADS

191

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Bpen: Brain Posterior Evidential Network for Trustworthy Brain Imaging Analysis

Number of pages: 27 Posted: 03 Jul 2024
University of Pittsburgh, affiliation not provided to SSRN, University of Pittsburgh, University of Illinois at Chicago, University of Southern California, affiliation not provided to SSRN, University of Illinois at Chicago, University of Maryland and University of Pittsburgh - Department of Electrical and Computer Engineering
Downloads 163 (461,984)

Abstract:

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Trustworthy Machine Learning, fMRI, BOLD signal, Uncertainty estimation

2.

Predicting Autopsy-Confirmed Neuropathology across Clinical, Neuroimaging, and CSF Biomarkers using Machine Learning

Number of pages: 89 Posted: 20 May 2026
University of Southern California, University of Southern California, University of Southern California, Indiana University Purdue University Indianapolis (IUPUI) - Indiana University School of Medicine, University of Pennsylvania - Department of Radiology, affiliation not provided to SSRN, University of California, San Francisco (UCSF) - Department of Radiology and Biomedical Imaging, affiliation not provided to SSRN, affiliation not provided to SSRN, Washington University in St. Louis School of Medicine, affiliation not provided to SSRN, Stanford University - School of Medicine, University of Wisconsin-Madison - Wisconsin Alzheimer’s Disease Research Center, affiliation not provided to SSRN, University of Maryland, University of Pennsylvania - Department of Radiology, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Washington - School of Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, Vanderbilt University - Division of Allergy, Pulmonary and Critical Care Medicine, University of Southern California, Vanderbilt University - Medical Center and University of Southern California
Downloads 21 (1,491,251)

Abstract:

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neuropathology, post-mortem, autopsy, autoML, prediction, imaging, cognitive

3.

Stealthy Patch-Wise Backdoor Attack in 3D Point Cloud via Curvature Awareness

Number of pages: 28 Posted: 02 Feb 2026
affiliation not provided to SSRN, The University of Sydney, The University of Sydney, Northwestern Polytechnic University (NPU), University of Maryland and The University of Sydney
Downloads 7 (1,566,597)

Abstract:

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backdoor attack, Point Cloud, Graph Fourier Transform