Hao Zheng

Hao Zheng

University of Notre Dame

H-index: 16

North America-United States

About Hao Zheng

Hao Zheng, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Notre Dame, specializes in the field of AI4Health, Biomedical Image Analysis, Scientific Visualization, Computer Vision, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation

Deep Clustering Survival Machines with Interpretable Expert Distributions

A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning

KD-INR: Time-Varying Volumetric Data Compression via Knowledge Distillation-based Implicit Neural Representation

Coupled Reconstruction of Cortical Surfaces by Diffeomorphic Mesh Deformation

Learning from algorithm-generated pseudo-annotations for detecting ants in videos

SurfNN: Joint Reconstruction of Multiple Cortical Surfaces from Magnetic Resonance Images

STNet: An End-to-End Generative Framework for Synthesizing Spatiotemporal Super-Resolution Volumes

Hao Zheng Information

University

Position

___

Citations(all)

669

Citations(since 2020)

650

Cited By

180

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

University of Notre Dame

Google Scholar

View Google Scholar Profile

Hao Zheng Skills & Research Interests

AI4Health

Biomedical Image Analysis

Scientific Visualization

Computer Vision

Deep Learning

Top articles of Hao Zheng

Title

Journal

Author(s)

Publication Date

Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation

Xiaoyang Chen

Hao Zheng

Yuemeng Li

Yuncong Ma

Liang Ma

...

2024

Deep Clustering Survival Machines with Interpretable Expert Distributions

Bojian Hou

Hongming Li

Zhicheng Jiao

Zhen Zhou

Hao Zheng

...

2023

A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning

20th IEEE International Symposium on Biomedical Imaging (ISBI 2023)

Yejia Zhang*

Pengfei Gu*

Nishchal Sapkota

Hao Zheng

Peixian Liang

...

2023/4

KD-INR: Time-Varying Volumetric Data Compression via Knowledge Distillation-based Implicit Neural Representation

IEEE Transitions on Visualization and Computer Graphics

Jun Han

Hao Zheng

Chongke Bi

2024

Coupled Reconstruction of Cortical Surfaces by Diffeomorphic Mesh Deformation

Hao Zheng

Hongming Li

Yong Fan

2023/11/2

Learning from algorithm-generated pseudo-annotations for detecting ants in videos

Scientific reports

Yizhe Zhang

Natalie Imirzian

Christoph Kurze

Hao Zheng

David P Hughes

...

2023/7/18

SurfNN: Joint Reconstruction of Multiple Cortical Surfaces from Magnetic Resonance Images

Hao Zheng

Hongming Li

Yong Fan

2023/3/6

STNet: An End-to-End Generative Framework for Synthesizing Spatiotemporal Super-Resolution Volumes

IEEE Transactions on Visualization and Computer Graphics

Jun Han

Hao Zheng

Danny Z Chen

Chaoli Wang

2022/1

A dysmorphic mouse model reveals developmental interactions of chondrocranium and dermatocranium

Elife

Susan M Motch Perrine

M Kathleen Pitirri

Emily L Durham

Mizuho Kawasaki

Hao Zheng

...

2022/6/15

Meckel's cartilage in mandibular development and dysmorphogenesis

Frontiers in genetics

M Kathleen Pitirri

Emily L Durham

Natalie A Romano

Jacob I Santos

Abigail P Coupe

...

2022/5/16

CMC-Net: 3D Calf Muscle Compartment Segmentation with Sparse Annotation

Medical image analysis

Yaopeng Peng

Hao Zheng

Lichun Zhang

Milan Sonka

Danny Z Chen

2022/7/1

Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images

IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2022)

Yejia Zhang

Nishchal Sapkota

Pengfei Gu

Yaopeng Peng

Hao Zheng

...

2022/12/6

TANGO: A GO-term Embedding Based Method for Protein Semantic Similarity Prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Hongxiao Wang

Hao Zheng

Danny Z Chen

2022/1/14

KCB-Net: A 3D Knee Cartilage and Bone Segmentation Network via Sparse Annotation

Medical image analysis

Yaopeng Peng

Hao Zheng

Peixian Liang

Lichun Zhang

Fahim Zaman

...

2022/11/1

Data-Efficient and Robust Deep Learning Based Approaches for Biomedical Image Segmentation and Related Problems

Hao Zheng

2022

Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models

Yizhe Zhang

Suraj Mishra

Peixian Liang

Hao Zheng

Danny Z Chen

2022/9/16

Over 400 million years of cooperation: Untangling the chondrocranium-dermatocranium connection

bioRxiv

Susan M Motch Perrine

M Kathleen Pitirri

Emily L Durham

Mizuho Kawasaki

Hao Zheng

...

2021/11/25

kCBAC-Net: Deeply supervised complete bipartite networks with asymmetric convolutions for medical image segmentation

Pengfei Gu

Hao Zheng

Yizhe Zhang

Chaoli Wang

Danny Z Chen

2021

Hierarchical self-supervised learning for medical image segmentation based on multi-domain data aggregation

Hao Zheng

Jun Han

Hongxiao Wang

Lin Yang

Zhuo Zhao

...

2021/9

V2V: A deep learning approach to variable-to-variable selection and translation for multivariate time-varying data

IEEE Transactions on Visualization and Computer Graphics

Jun Han

Hao Zheng

Yunhao Xing

Danny Z Chen

Chaoli Wang

2021/2

See List of Professors in Hao Zheng University(University of Notre Dame)

Co-Authors

H-index: 84
Milan Sonka

Milan Sonka

University of Iowa

H-index: 56
Joan T Richtsmeier

Joan T Richtsmeier

Penn State University

H-index: 35
Chaoli Wang

Chaoli Wang

University of Notre Dame

H-index: 21
Yang Zhang

Yang Zhang

University of Notre Dame

H-index: 16
Jun Han

Jun Han

University of Notre Dame

H-index: 11
Peixian Liang

Peixian Liang

University of Notre Dame

academic-engine