Personal information

United States

Activities

Employment (5)

Vanderbilt University: Nashville, TN, US

2020-01-01 to present | Assistant Professor (Electrical Engineering and Computer Science)
Employment
Source: Self-asserted source
Yuankai Huo

PAII Labs: Bethesda, MD, US

2019-05-01 to 2019-12-31 | Senior Research Scientist
Employment
Source: Self-asserted source
Yuankai Huo

Vanderbilt University: Nashville, TN, US

2018-05-01 to 2019-04-30 | Research Assistant Professor (EECS)
Employment
Source: Self-asserted source
Yuankai Huo

Vanderbilt University: Nashville, TN, US

2014-08-25 to 2018-05-11 | Research Assistant (Electrical Engineering and Computer Science)
Employment
Source: Self-asserted source
Yuankai Huo

Columbia University: New York, NY, US

2011-09-10 to 2014-07-06 | Staff Associate (Psychiatry)
Employment
Source: Self-asserted source
Yuankai Huo

Education and qualifications (2)

Vanderbilt University: Nashville, TN, US

2014-08-20 to 2018-05-11 | PhD of Electrical Engineering (Computer Science and Electrical Engineering)
Education
Source: Self-asserted source
Yuankai Huo

Columbia University: New York, NY, US

2013-05-08 to 2014-07-06 | MS of Computer Science (Computer Science)
Education
Source: Self-asserted source
Yuankai Huo

Works (47)

Data from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in patients with Myelofibrosis

2024-09-16 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Data from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in patients with Myelofibrosis

2024-09-16 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Supplementary File 1 from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in patients with Myelofibrosis

2024-09-16 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Supplementary File 1 from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in patients with Myelofibrosis

2024-09-16 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Multichannel meta-imagers for accelerating machine vision

Nature Nanotechnology
2024-01-04 | Journal article
Part of ISSN: 1748-3387
Part of ISSN: 1748-3395
Contributors: Hanyu Zheng; Quan Liu; Ivan Kravchenko; Xiaomeng Zhang; Yuankai Huo; Jason Valentine
Source: Self-asserted source
Yuankai Huo

Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023
2023 | Conference paper | Investigation
Contributors: Ruining Deng; Yanwei Li; Peize Li; Jiacheng Wang; Lucas W. Remedios; Saydolimkhon Agzamkhodjaev; Zuhayr Asad; Quan Liu; Can Cui; Yucheng Tang et al.
Source: Self-asserted source
Yuankai Huo

Semantic-Aware Contrastive Learning for Multi-Object Medical Image Segmentation

IEEE Journal of Biomedical and Health Informatics
2023 | Journal article
Contributors: Ho Hin Lee; Yucheng Tang; Qi Yang; Xin Yu; Leon Y. Cai; Lucas W. Remedios; Shunxing Bao; Bennett A. Landman; Yuankai Huo
Source: check_circle
Crossref

Age-related Muscle Fat Infiltration in Lung Screening Participants: Impact of Smoking Cessation

2023-12-05 | Preprint
Contributors: Kaiwen Xu; Thomas Z. Li; James G. Terry; Aravind R. Krishnan; Stephen A. Deppen; Yuankai Huo; Fabien Maldonado; J. Jeffrey Carr; Bennett A. Landman; Kim L. Sandler
Source: check_circle
Crossref

Digital Modeling on Large Kernel Metamaterial Neural Network

Journal of Imaging Science and Technology
2023-11-01 | Journal article
Part of ISSN: 1943-3522
Contributors: Quan Liu; Hanyu Zheng; Brandon T. Swartz; Ho hin Lee; Zuhayr Asad; Ivan Kravchenko; Jason G. Valentine; Yuankai Huo
Source: Self-asserted source
Yuankai Huo

Body composition assessment with limited field-of-view computed tomography: A semantic image extension perspective

Medical Image Analysis
2023-08 | Journal article
Contributors: Kaiwen Xu; Thomas Li; Mirza S. Khan; Riqiang Gao; Sanja L. Antic; Yuankai Huo; Kim L. Sandler; Fabien Maldonado; Bennett A. Landman
Source: check_circle
Crossref

Data from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis

2023-07-05 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew T. Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis

Clinical Cancer Research
2023-07-05 | Journal article
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew T. Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Supplementary File 1 from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis

2023-07-05 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew T. Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Supplementary File 1 from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis

2023-07-05 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew T. Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

AI Body Composition in Lung Cancer Screening: Added Value Beyond Lung Cancer Detection

Radiology
2023-07-01 | Journal article
Contributors: Kaiwen Xu; Mirza S. Khan; Thomas Z. Li; Riqiang Gao; James G. Terry; Yuankai Huo; Thomas A. Lasko; John Jeffrey Carr; Fabien Maldonado; Bennett A. Landman et al.
Source: check_circle
Crossref

The association between hepatic steatosis and incident cardiovascular disease, cancer, and all-cause mortality in a US multicohort study

Hepatology
2023-06 | Journal article
Contributors: Heidi S. Ahmed; Na Wang; J. Jeffrey Carr; Jingzhong Ding; James G. Terry; Lisa B. VanWagner; Lifang Hou; Yuankai Huo; Joseph Palmisano; Yinan Zheng et al.
Source: check_circle
Crossref

Data from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis

2023-05-09 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew T. Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Supplementary File 1 from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis

2023-05-09 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew T. Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Supplementary File 1 from PI3K Inhibition Restores and Amplifies Response to Ruxolitinib in Patients with Myelofibrosis

2023-05-09 | Preprint
Contributors: Tamara K. Moyo; Ashwin Kishtagari; Matthew T. Villaume; Brandon McMahon; Sanjay R. Mohan; Tess Stopczynski; Sheau-Chiann Chen; Run Fan; Yuankai Huo; Hyeonsoo Moon et al.
Source: check_circle
Crossref

Prenatal depressive symptoms and childhood development of brain limbic and default mode network structure

Human Brain Mapping
2023-04-15 | Journal article
Contributors: Claire Donnici; Xiangyu Long; Jess Reynolds; Gerald F. Giesbrecht; Deborah Dewey; Nicole Letourneau; Yuankai Huo; Bennett Landman; Catherine Lebel
Source: check_circle
Crossref

An accelerated pipeline for multi-label renal pathology image segmentation at the whole slide image level

Medical Imaging 2023: Digital and Computational Pathology
2023-04-07 | Conference paper
Contributors: Haoju Leng; Ruining Deng; Zuhayr Asad; R. Michael Womick; Haichun Yang; Lipeng Wan; Yuankai Huo
Source: Self-asserted source
Yuankai Huo

Semi-supervised contrastive learning for remote sensing: identifying ancient urbanization in the south-central Andes

International Journal of Remote Sensing
2023-03-19 | Journal article | Author
Contributors: Jiachen Xu; Junlin Guo; James Zimmer-Dauphinee; Quan Liu; Yuxuan Shi; Zuhayr Asad; D. Mitchell Wilkes; Parker VanValkenburgh; Steven A. Wernke; Yuankai Huo
Source: Self-asserted source
Yuankai Huo

Semi-supervised contrastive learning for remote sensing: identifying ancient urbanization in the south-central Andes

International Journal of Remote Sensing
2023-03-19 | Journal article
Contributors: Jiachen Xu; Junlin Guo; James Zimmer-Dauphinee; Quan Liu; Yuxuan Shi; Zuhayr Asad; D. Mitchell Wilkes; Parker VanValkenburgh; Steven A. Wernke; Yuankai Huo
Source: check_circle
Crossref

WearMask: Fast in-browser face mask detection with serverless edge computing for COVID-19

Electronic Imaging
2023-01-16 | Journal article
Contributors: Zekun Wang; Pengwei Wang; Peter C. Louis; Lee E. Wheless; Yuankai Huo
Source: Self-asserted source
Yuankai Huo

Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis

Journal of Digital Imaging
2022-12 | Journal article
Contributors: Shunxing Bao; Brian D. Boyd; Praitayini Kanakaraj; Karthik Ramadass; Francisco A. C. Meyer; Yuqian Liu; William E. Duett; Yuankai Huo; Ilwoo Lyu; David H. Zald et al.
Source: check_circle
Crossref

Guest Editorial Emerging Challenges for Deep Learning

IEEE Journal of Biomedical and Health Informatics
2022-11 | Journal article
Contributors: Shuihua Wang; Zhengchao Dong; Zheng Zhang; Yuankai Huo; M. Emre Celebi; Caifeng Shan
Source: check_circle
Crossref

Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomic, and Demographic Data

Lecture Notes in Computer Science
2022-09-16 | Conference paper
Part of ISBN: 9783031164422
Part of ISBN: 9783031164439
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Can Cui; Han Liu; Quan Liu; Ruining Deng; Zuhayr Asad; Yaohong Wang; Shilin Zhao; Haichun Yang; Bennett A. Landman; Yuankai Huo
Source: Self-asserted source
Yuankai Huo

Meta-optic accelerators for object classifiers

Science Advances
2022-07-29 | Journal article | Author
Contributors: Hanyu Zheng; Quan Liu; You Zhou; Ivan Kravchenko; Yuankai Huo; Jason Valentine
Source: Self-asserted source
Yuankai Huo

Meta-optic accelerators for object classifiers

Science Advances
2022-07-29 | Journal article
Contributors: Hanyu Zheng; Quan Liu; You Zhou; Ivan I. Kravchenko; Yuankai Huo; Jason Valentine
Source: check_circle
Crossref

Superficial white matter across the lifespan: volume, thickness, change, and relationship with cortical features

2022-07-21 | Preprint
Contributors: Kurt G Schilling; Derek Archer; Francois Rheault; Ilwoo Lyu; Yuankai Huo; Leon Y Cai; Silvia A Bunge; Kevin S Weiner; John C Gore; Adam W Anderson et al.
Source: check_circle
Crossref

Glo-In-One: holistic glomerular detection, segmentation, and lesion characterization with large-scale web image mining

Journal of Medical Imaging
2022-06-20 | Journal article
Part of ISSN: 2329-4302
Contributors: Tianyuan Yao; Yuzhe Lu; Jun Long; Aadarsh Jha; Zheyu Zhu; Zuhayr Asad; Haichun Yang; Agnes B. Fogo; Yuankai Huo
Source: Self-asserted source
Yuankai Huo

Altered gray matter development in pre‐reading children with a family history of reading disorder

Developmental Science
2022-03 | Journal article
Contributors: Curtis Ostertag; Jess E. Reynolds; Deborah Dewey; Bennett Landman; Yuankai Huo; Catherine Lebel
Source: check_circle
Crossref

Circle Representation for Medical Object Detection

IEEE Transactions on Medical Imaging
2022-03 | Journal article
Contributors: Ethan H. Nguyen; Haichun Yang; Ruining Deng; Yuzhe Lu; Zheyu Zhu; Joseph T. Roland; Le Lu; Bennett A. Landman; Agnes B. Fogo; Yuankai Huo
Source: check_circle
Crossref

SimTriplet: Simple Triplet Representation Learning with a Single GPU

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
2021-09-21 | Conference paper
Contributors: Quan Liu; Peter C. Louis; Yuzhe Lu; Aadarsh Jha; Mengyang Zhao; Ruining Deng; Tianyuan Yao; Joseph T. Roland; Haichun Yang; Shilin Zhao et al.
Source: Self-asserted source
Yuankai Huo

Default mode network connectivity and cognition in the aging brain: the effects of age, sex, and APOE genotype.

Neurobiology of Aging
2021-08 | Journal article
Contributors: Andrea T. Shafer; Lori. Beason-Held; Yang An; Owen A. Williams; Yuankai Huo; Bennett A. Landman; Brian S. Caffo; Susan M. Resnick
Source: check_circle
Crossref

Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking

Medical Image Analysis
2021-07 | Journal article
Contributors: Mengyang Zhao; Aadarsh Jha; Quan Liu; Bryan A. Millis; Anita Mahadevan-Jansen; Le Lu; Bennett A. Landman; Matthew J. Tyska; Yuankai Huo
Source: check_circle
Crossref

Map3D: Registration-Based Multi-Object Tracking on 3D Serial Whole Slide Images

IEEE Transactions on Medical Imaging
2021-07 | Journal article
Contributors: Ruining Deng; Haichun Yang; Aadarsh Jha; Yuzhe Lu; Peng Chu; Agnes B. Fogo; Yuankai Huo
Source: check_circle
Crossref

Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale

IEEE Transactions on Medical Imaging
2021-01 | Journal article
Contributors: Jinzheng Cai; Adam P. Harrison; Youjing Zheng; Ke Yan; Yuankai Huo; Jing Xiao; Lin Yang; Le Lu
Source: check_circle
Crossref

A Deep Pattern Recognition Approach for Inferring Respiratory Volume Fluctuations from fMRI Data

2020 | Book chapter
Contributors: Roza G. Bayrak; Jorge A. Salas; Yuankai Huo; Catie Chang
Source: check_circle
Crossref

Time-distanced gates in long short-term memory networks

Medical Image Analysis
2020-10 | Journal article
Contributors: Riqiang Gao; Yucheng Tang; Kaiwen Xu; Yuankai Huo; Shunxing Bao; Sanja L. Antic; Emily S. Epstein; Steve Deppen; Alexis B. Paulson; Kim L. Sandler et al.
Source: check_circle
Crossref

Multi-path x-D recurrent neural networks for collaborative image classification

Neurocomputing
2020-07 | Journal article
Contributors: Riqiang Gao; Yuankai Huo; Shunxing Bao; Yucheng Tang; Sanja L. Antic; Emily S. Epstein; Steve Deppen; Alexis B. Paulson; Kim L. Sandler; Pierre P. Massion et al.
Source: check_circle
Crossref

Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks

IEEE Transactions on Medical Imaging
2019-05 | Journal article
Contributors: Yuankai Huo; Zhoubing Xu; Shunxing Bao; Camilo Bermudez; Hyeonsoo Moon; Prasanna Parvathaneni; Tamara K. Moyo; Michael R. Savona; Albert Assad; Richard G. Abramson et al.
Source: check_circle
Crossref

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

IEEE Transactions on Medical Imaging
2019-04 | Journal article
Contributors: Yuankai Huo; Zhoubing Xu; Hyeonsoo Moon; Shunxing Bao; Albert Assad; Tamara K. Moyo; Michael R. Savona; Richard G. Abramson; Bennett A. Landman
Source: check_circle
Crossref

Towards Portable Large-Scale Image Processing with High-Performance Computing

Journal of Digital Imaging
2018-06-03 | Journal article
Contributors: Yuankai Huo; Justin Blaber; Stephen M. Damon; Brian D. Boyd; Shunxing Bao; Prasanna Parvathaneni; Camilo Bermudez Noguera; Shikha Chaganti; Vishwesh Nath; Jasmine M. Greer et al.
Source: check_circle
Crossref

Robust Multicontrast MRI Spleen Segmentation for Splenomegaly Using Multi-Atlas Segmentation

IEEE Transactions on Biomedical Engineering
2018-02 | Journal article
Contributors: Yuankai Huo; Jiaqi Liu; Zhoubing Xu; Robert L. Harrigan; Albert Assad; Richard G. Abramson; Bennett A. Landman
Source: check_circle
Crossref

Automated Characterization of Pyelocalyceal Anatomy Using CT Urograms to Aid in Management of Kidney Stones

2017 | Book chapter
Contributors: Yuankai Huo; Vaughn Braxton; S. Duke Herrell; Bennett Landman; Smita De
Source: check_circle
Crossref

Consistent cortical reconstruction and multi-atlas brain segmentation

NeuroImage
2016-09 | Journal article
Contributors: Yuankai Huo; Andrew J. Plassard; Aaron Carass; Susan M. Resnick; Dzung L. Pham; Jerry L. Prince; Bennett A. Landman
Source: check_circle
Crossref

Peer review (148 reviews for 36 publications/grants)

Review activity for Artificial intelligence in medicine. (1)
Review activity for Biocybernetics and Biomedical Engineering. (1)
Review activity for Brain and behavior. (2)
Review activity for CNS & neurological disorders. (3)
Review activity for Concurrency and computation. (1)
Review activity for Current medical imaging reviews. (4)
Review activity for European radiology. (2)
Review activity for Human brain mapping. (2)
Review activity for IEEE internet of things journal. (1)
Review activity for IEEE journal of biomedical and health informatics. (19)
Review activity for IEEE transactions on bio-medical engineering / (3)
Review activity for IEEE transactions on cybernetics. (5)
Review activity for IEEE transactions on industrial informatics. (2)
Review activity for IEEE transactions on medical imaging. (32)
Review activity for IEEE transactions on neural networks and learning systems. (1)
Review activity for IEEE transactions on pattern analysis and machine intelligence. (4)
Review activity for International journal of computer vision. (2)
Review activity for International journal of imaging systems and technology. (2)
Review activity for Journal of Alzheimer's disease. (1)
Review activity for Journal of computational science. (1)
Review activity for Journal of digital imaging. (7)
Review activity for Journal of electronic imaging. (1)
Review activity for Machine vision and applications. (1)
Review activity for Magnetic resonance in medicine. (2)
Review activity for Mathematical problems in engineering. (1)
Review activity for Medical image analysis. (3)
Review activity for Medical physics. (2)
Review activity for Multimedia tools and applications. (20)
Review activity for Nature communications (1)
Review activity for Neurocomputing. (2)
Review activity for NeuroImage. (2)
Review activity for Neuroradiology. (3)
Review activity for PloS one. (6)
Review activity for Quantitative imaging in medicine and surgery. (2)
Review activity for Scientific reports. (4)
Review activity for Simulation (2)