Danny Z. Chen

University of Notre Dame — United States

Computer Science · Physical Sciences

49h-index9.6kcitations547works7.32yr avg
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Research Topics

Computational Geometry and Mesh Generation(146), AI in cancer detection(58), Advanced Neural Network Applications(55), Medical Image Segmentation Techniques(50), Robotic Path Planning Algorithms(47)

Publications547 total

Versatile and Risk-Sensitive Cardiac Diagnosis via Graph-Based ECG Signal Representation
arXiv (Cornell University)·2025Open Access
When Swin Transformer Meets KANs: An Improved Transformer Architecture for Medical Image Segmentation
arXiv (Cornell University)·2025Open Access
TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification
2025· 1 cited
Cell Instance Segmentation: The Devil Is in the Boundaries
IEEE Transactions on Medical Imaging·2025
DeepPhosPPI: a deep learning framework with attention-CNN and transformer for predicting phosphorylation effects on protein–protein interactions
Briefings in Bioinformatics·2025Open Access
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression
2025· 1 cited
TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification
arXiv (Cornell University)·2025Open Access
Group-On: Boosting One-Shot Segmentation with Supportive Query
2025
Rethinking deep learning in bioimaging through a data centric lens
npj Imaging·2025· 5 citedOpen Access
Adapting a Segmentation Foundation Model for Medical Image Classification
2025· 1 cited
PoseAlign network for hybrid structure in 2D human pose estimation
Scientific Reports·2025Open Access
Adapting a Segmentation Foundation Model for Medical Image Classification
arXiv (Cornell University)·2025Open Access
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression
arXiv (Cornell University)·2025Open Access
Abstract 6297: Mapping cellular interactions from spatially resolved transcriptomics data
Cancer Research·2025
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition
2025· 3 cited
U-Net V2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation
2025· 63 cited
Invasive Group A Streptococcal Infection in Children, 1992-2023
JAMA Network Open·2025· 9 citedOpen Access
Author Correction: Universal conditional networks (UniCoN) for multi-age embryonic cartilage segmentation with sparsely annotated data
Scientific Reports·2025Open Access
A Survey on Ordinal Regression: Applications, Advances and Prospects
arXiv (Cornell University)·2025Open Access
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network*
2025· 4 citedOpen Access
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Frequent Co-authors

Lin Yang(10), Jianxu Chen(7), Jian Wu(7), Jintai Chen(6), Mark Alber(5), Xiaobo Sharon Hu(4), Zhuo Zhao(4), Yizhe Zhang(4), Ruiwei Feng(4), Peixian Liang(4), Yizhe Zhang(3), Siyuan Zhang(3), Yizhe Zhang(3), Jian Mu(3), Elliot D. Rosen(3), Hao Zheng(3), Maridel Fredericksen(2), David Hughes(2), Amy Zollman(2), Jinhong Wang(2)