Lavanya Umapathy

Medicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 7 papers. Top paper: “Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI”.

Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI

Neuroinformatics(2021)10.1007/s12021-021-09544-5

N/A

0.661DataRank · unranked

21 citations

Mahesh Keerthivasan, Natalie M. Zahr, Ali Bilgin, Manojkumar Saranathan, Lavanya Umapathy

A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D FLAIR Images

American Journal of Neuroradiology(2021)10.3174/ajnr.a6970

N/A

0DataRank · unranked

11 citations

G.G. Perez-Carrillo, Mahesh Keerthivasan, José A. Rosado-Toro, María I. Altbach, Blair A. Winegar +4 more

Auditory and Visual System White Matter Is Differentially Impacted by Normative Aging in Macaques

Journal of Neuroscience(2020)10.1523/jneurosci.1163-20.2020

N/A

0DataRank · unranked

8 citations

Nicole M. De La Peña, Lavanya Umapathy, Sara N. Burke, James R. Engle, Theodore P. Trouard +2 more

Reducing annotation burden in MR: A novel MR‐contrast guided contrastive learning approach for image segmentation

Medical Physics(2023)10.1002/mp.16820

N/A

0DataRank · unranked

4 citations

Taylor N.T. Brown, Raza Mushtaq, Mark Greenhill, J'rick Lu, Diego R. Martín +3 more

Learning to segment with limited annotations: Self-supervised pretraining with Regression and Contrastive loss in MRI

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(2023)10.58530/2022/3914

N/A

0DataRank · unranked

0 citations

Zhiyang Fu, Rohit C. Philip, Diego R. Martín, María I. Altbach, Ali Bilgin +1 more

Artificial Intelligence in Prostate MRI : Addressing Current Limitations Through Emerging Technologies

Journal of Magnetic Resonance Imaging(2025)10.1002/jmri.70189

N/A

0DataRank · unranked

4 citations

Lavanya Umapathy, Bradley Gigax, Juan Andres Kochen Rossi, Angela Tong, Mary Bruno +4 more

Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI

arXiv (Cornell University)(2022)10.48550/arxiv.2205.13109

N/A

0DataRank · unranked

0 citations

Zhiyang Fu, Rohit C. Philip, Diego R. Martín, María I. Altbach, Ali Bilgin +1 more