Huidong Xie

Yale University — United States

Medicine · Health Sciences

12h-index433citations77works2.32yr avg
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Research Topics

Medical Imaging Techniques and Applications(65), Radiomics and Machine Learning in Medical Imaging(37), Advanced X-ray and CT Imaging(26), Advanced MRI Techniques and Applications(21), Cardiac Imaging and Diagnostics(8)

Publications77 total

Patlak-Guided Self-Supervised Learning for Dynamic PET Denoising
IEEE Transactions on Radiation and Plasma Medical Sciences·2026
Feasibility and accuracy assessment of AI-driven incisor restoration using 3D point cloud data
Clinical Oral Investigations·2025
Anatomically and metabolically informed diffusion for unified denoising and segmentation in low-count PET imaging
Medical Image Analysis·2025· 1 cited
LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising
Open Access CRIS of the University of Bern·2025Open Access
A generalizable diffusion framework for 3D low-dose and few-view cardiac SPECT imaging
Medical Image Analysis·2025· 2 citedOpen Access
LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models
arXiv (Cornell University)·2025Open Access
2.5D Multi-View Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-Count PET Reconstruction With CT-Less Attenuation Correction
IEEE Transactions on Medical Imaging·2025· 4 cited
An Investigation on Cross-Tracer Generalizability of Deep Learning-Based PET Attenuation Correction
IEEE Transactions on Radiation and Plasma Medical Sciences·2025· 1 cited
SAStainDiff: Self-supervised stain normalization by stain augmentation using denoising diffusion probabilistic models
Biomedical Signal Processing and Control·2025· 2 cited
Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising
arXiv (Cornell University)·2025Open Access
Increasing angular sampling for dedicated cardiac single photon emission computed tomography scanner: Implementation with deep learning and validation with human data
Journal of Nuclear Cardiology·2025· 2 citedOpen Access
Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss
arXiv (Cornell University)·2025Open Access
Molecular Odor Prediction Based on Multi-Feature Graph Attention Networks
arXiv (Cornell University)·2025· 1 citedOpen Access
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model
IEEE Transactions on Radiation and Plasma Medical Sciences·2025· 2 cited
LangMamba: A Language-Driven Mamba Framework for Low-Dose CT Denoising With Vision-Language Models
IEEE Transactions on Radiation and Plasma Medical Sciences·2025
LeqMod: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising
IEEE Transactions on Medical Imaging·2025· 2 citedOpen Access
A Generalizable 3D Diffusion Framework for Low-Dose and Few-View Cardiac SPECT
arXiv (Cornell University)·2024· 2 citedOpen Access
POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation
IEEE Transactions on Medical Imaging·2024· 2 cited
Noise-aware dynamic image denoising and positron range correction for Rubidium-82 cardiac PET imaging via self-supervision
Medical Image Analysis·2024· 10 citedOpen Access
PDM: A Plug-and-Play Perturbed Multi-path Diffusion Module for Simultaneous Medical Image Segmentation Improvement and Uncertainty Estimation
Lecture notes in computer science·2024
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Frequent Co-authors

Chi Liu(41), Xiongchao Chen(36), Bo Zhou(27), Xueqi Guo(25), Albert J. Sinusas(21), Ge Wang(15), James S. Duncan(13), Bo Zhou(11), Qiong Liu(10), Menghua Xia(10), Yi-Hwa Liu(9), Qiong Liu(9), Tianshun Miao(8), Stephanie Thorn(7), Luyao Shi(6), Edward J. Miller(6), Richard E. Carson(6), Axel Rominger(6), Kuangyu Shi(6), Yu‐Jung Tsai(6)