Yuankai Huo

Vanderbilt University — United States

Medicine · Health Sciences

39h-index5.5kcitations551works2.92yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(149), AI in cancer detection(105), Medical Image Segmentation Techniques(79), Medical Imaging Techniques and Applications(72), Lung Cancer Diagnosis and Treatment(65)

Publications548 total

Introduction to the JMI Special Section on Computational Pathology
Journal of Medical Imaging·2025Open Access
scCotag: Diagonal integration of single-cell multi-omics data via prior-informed co-optimal transport and regularized barycentric mapping
2025Open Access
SCR2-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Supplementary File 1 from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis
2025Open Access
Evaluating cell AI foundation models in kidney pathology with human-in-the-loop enrichment
Communications Medicine·2025Open Access
From Classification to Cross-Modal Understanding: Leveraging Vision-Language Models for Fine-Grained Renal Pathology
arXiv (Cornell University)·2025Open Access
Img2ST-Net: efficient high-resolution spatial omics prediction from whole-slide histology images via fully convolutional image-to-image learning
Journal of Medical Imaging·2025Open Access
Multipath cycleGAN for harmonization of paired and unpaired low‐dose lung computed tomography reconstruction kernels
Medical Physics·2025Open Access
How Close Are We? Limitations and Progress of AI Models in Banff Lesion Scoring
arXiv (Cornell University)·2025Open Access
Predictive Modeling of Surgically Recalcitrant Chronic Rhinosinusitis Using Integrated Feature Sets
Ear Nose & Throat Journal·2025Open Access
Quantitative benchmarking of anomaly detection methods in digital pathology images
Machine Learning Health·2025Open Access
Circle Representation for Medical Instance Object Segmentation
The Journal of Machine Learning for Biomedical Imaging·2025Open Access
Computer Vision Methods for Spatial Transcriptomics: A Survey
2025Open Access
Evaluating Pediatric Glomerular Basement Membrane Maturation Through Artificial Intelligence Pathomics
Journal of the American Society of Nephrology·2025
Tubular Development and Injury Response of Short-Loop vs. Long-Loop Glomerular Damage in Mice
Journal of the American Society of Nephrology·2025
Evaluating New AI Cell Foundation Models on Challenging Kidney Pathology Cases Unaddressed by Previous Foundation Models
arXiv (Cornell University)·2025Open Access
PHASE: Personalized Head-based Automatic Simulation for Electromagnetic properties in 7T MRI
Magnetic Resonance Imaging·2025
Fast Electromagnetic and RF Circuit Co-Simulation for Passive Resonator Field Calculation and Optimization in MRI.
PubMed·2025
Influence of Diffusion Time and Gradient Strength on the Estimation of Cell Size in MRI Cytometry
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Organoid Tracker: A SAM2-Powered Platform for Zero-shot Cyst Analysis in Human Kidney Organoid Videos
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Bennett A. Landman(34), Shunxing Bao(16), Ruining Deng(9), Zhoubing Xu(7), Richard G. Abramson(7), Yucheng Tang(7), Vishwesh Nath(6), Andrew J. Plassard(6), Prasanna Parvathaneni(5), Camilo Bermudez(5), Susan M. Resnick(5), Kurt G. Schilling(5), Justin A. Blaber(5), Shilin Zhao(5), Lori A. Coburn(5), Keith T. Wilson(5), Albert Assad(5), Tianyuan Yao(5), Agnes B. Fogo(5), Riqiang Gao(5)