Vishwesh Nath

Nvidia (United States) — United States

Medicine · Health Sciences

26h-index7.5kcitations122works6.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Neuroimaging Techniques and Applications(53), Advanced MRI Techniques and Applications(43), MRI in cancer diagnosis(32), Radiomics and Machine Learning in Medical Imaging(19), Advanced Neural Network Applications(15)

Publications122 total

G-SHARP: Gaussian Surgical Hardware Accelerated Real-time Pipeline
arXiv (Cornell University)·2025Open Access
No Tokens Wasted: Leveraging Long Context in Biomedical Vision-Language Models
arXiv (Cornell University)·2025Open Access
Unified Supervision For Vision-Language Modeling in 3D Computed Tomography
arXiv (Cornell University)·2025Open Access
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
2025· 8 cited
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
2025· 24 cited
Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model
arXiv (Cornell University)·2025Open Access
KALM: Knowledge-Driven Active Learning for Medical Image Segmentation Using Localized Similarity
2025· 1 cited
MAISI: Medical AI for Synthetic Imaging
2025· 16 cited
mTREE: Multi-level Text-guided Representation End-to-end Learning for Whole Slide Image Analysis
Electronic Imaging·2025Open Access
Introducing QuantConn: Overcoming Challenging Diffusion Acquisitions with Harmonization
Lecture notes in computer science·2025Open Access
End-to-end Spatiotemporal Analysis of Color Doppler Echocardiograms: Application for Rheumatic Heart Disease Detection
IEEE Transactions on Medical Imaging·2025
NVILA: Efficient Frontier Visual Language Models
arXiv (Cornell University)·2024· 1 citedOpen Access
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
arXiv (Cornell University)·2024· 1 citedOpen Access
D-Rax: Domain-Specific Radiologic Assistant Leveraging Multi-modal Data and eXpert Model Predictions
Lecture notes in computer science·2024
MAISI: Medical AI for Synthetic Imaging
arXiv (Cornell University)·2024· 1 citedOpen Access
MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust Quantitative Connectivity through Harmonized Preprocessing of Diffusion MRI
The Journal of Machine Learning for Biomedical Imaging·2024· 2 citedOpen Access
A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation
arXiv (Cornell University)·2024Open Access
MONAI Recon: An Open Source Tool for Deep Learning Based Accelerated MRI Reconstruction
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·2024
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
arXiv (Cornell University)·2024· 4 citedOpen Access
D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions
arXiv (Cornell University)·2024Open Access
page 1 of 7Next →

Frequent Co-authors

Bennett A. Landman(29), Kurt G. Schilling(23), Daguang Xu(19), Holger R. Roth(15), Colin B. Hansen(15), Justin A. Blaber(15), Yucheng Tang(12), Prasanna Parvathaneni(12), Adam W. Anderson(12), Yuankai Huo(11), François Rheault(9), Dong Yang(8), Wenqi Li(8), Ali Hatamizadeh(7), Andriy Myronenko(7), Alessandro Daducci(7), Maxime Descoteaux(7), Baxter P. Rogers(7), Yonggang Shi(6), Gabriel Girard(6)