World's Best Scientists 2026 revealed!

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Computer Science

D-Index
66
Citations
16077
World Ranking
2343
National Ranking
1166

Research.com Recognitions

  • 2019 - Fellow of the Indian National Academy of Engineering (INAE)

Overview

Sarang Joshi is affiliated with the University of Utah in the United States. Their research spans multiple disciplines, primarily focusing on Medicine and Computer Science. Within these fields, Joshi has concentrated on subfields such as Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition, Artificial Intelligence, Biomedical Engineering, and Geometry and Topology.

The main topics addressed in Joshi's work include:

  • Advanced Neuroimaging Techniques and Applications
  • Radiomics and Machine Learning in Medical Imaging
  • Advanced MRI Techniques and Applications
  • Generative Adversarial Networks and Image Synthesis
  • Morphological variations and asymmetry
  • Medical Imaging and Analysis
  • Medical Imaging Techniques and Applications

Joshi has contributed to various publication venues, with a considerable number of papers appearing in:

  • arXiv (Cornell University)
  • UNC Libraries
  • Lecture notes in computer science
  • IEEE Transactions on Biomedical Engineering
  • Journal of Defence Management Social Science & Humanities

Frequent collaborators in Joshi's research include Haocheng Dai, Henrik Odéen, Allison Payne, Sara Johnson, and Ross Whitaker.

Recent publications by Joshi and collaborators are as follows:

  • "The Synergy of Generative AI and Big Data for Financial Risk: Review of Recent Developments", 2025, International Journal For Multidisciplinary Research
  • "Impact of scene-specific enhancement spectra on matched filter greenhouse gas retrievals from imaging spectroscopy", 2021, Remote Sensing of Environment
  • "Deformable M-Reps for 3D Medical Image Segmentation", 2020, UNC Libraries
  • "Vessel tortuosity and brain tumor malignancy: A blinded study", 2020, UNC Libraries
  • "Learning Multiparametric Biomarkers for Assessing MR-Guided Focused Ultrasound Treatment of Malignant Tumors", 2020, IEEE Transactions on Biomedical Engineering

In recognition of contributions to engineering, Joshi was awarded the distinction of Fellow of the Indian National Academy of Engineering (INAE) in 2019.

Best Publications

  • Unbiased diffeomorphic atlas construction for computational anatomy.

    S. Joshi;Brad Davis;Matthieu Jomier;Guido Gerig

  • Principal geodesic analysis for the study of nonlinear statistics of shape

    P.T. Fletcher;Conglin Lu;S.M. Pizer;Sarang Joshi

  • Volumetric transformation of brain anatomy

    G.E. Christensen;S.C. Joshi;M.I. Miller

  • Landmark matching via large deformation diffeomorphisms

    S.C. Joshi;M.I. Miller

  • Hippocampal morphometry in schizophrenia by high dimensional brain mapping

    John G. Csernansky;Sarang Joshi;Lei Wang;John W. Haller

  • Functional and structural mapping of human cerebral cortex: solutions are in the surfaces.

    David C. Van Essen;Heather A. Drury;Sarang Joshi;Michael I. Miller

  • Deformable M-Reps for 3D Medical Image Segmentation

    Stephen M. Pizer;P. Thomas Fletcher;Sarang Joshi;Andrew Thall

  • Riemannian geometry for the statistical analysis of diffusion tensor data

    P. Thomas Fletcher;Sarang Joshi

  • Four-dimensional radiotherapy planning for DMLC-based respiratory motion tracking

    Paul J. Keall;Sarang Joshi;S. Sastry Vedam;Jeffrey V. Siebers

  • Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors

    P. Thomas Fletcher;Sarang C. Joshi

  • Population Shape Regression from Random Design Data

    Brad C. Davis;P. Thomas Fletcher;Elizabeth Bullitt;Sarang Joshi

  • Vessel tortuosity and brain tumor malignancy: a blinded study.

    Elizabeth Bullitt;Donglin Zeng;Guido Gerig;Stephen Aylward

  • Morphometry of anatomical shape complexes with dense deformations and sparse parameters.

    Stanley Durrleman;Marcel Prastawa;Nicolas Charon;Julie R. Korenberg

  • Early DAT is distinguished from aging by high-dimensional mapping of the hippocampus

    John G. Csernansky;L. Wang;S. Joshi;J. P. Miller

  • Three-dimensional hippocampal MR morphometry with high-dimensional transformation of a neuroanatomic atlas.

    John W. Haller;Ayananshu Banerjee;Gary E. Christensen;Mokhtar Gado

  • The geometric median on Riemannian manifolds with application to robust atlas estimation

    P. Thomas Fletcher;Suresh Venkatasubramanian;Sarang C. Joshi

  • Population Shape Regression From Random Design Data

    B.C. Davis;P.T. Fletcher;E. Bullitt;S. Joshi

  • Large deformation three-dimensional image registration in image-guided radiation therapy

    Mark Foskey;Brad Davis;Lav Goyal;Sha Chang

  • Statistics of shape via principal geodesic analysis on Lie groups

    P.T. Fletcher;Conglin Lu;S. Joshi

  • Statistical Methods in Computational Anatomy

    Michael Miller;Ayananshu Banerjee;Gary Christensen;Sarang Joshi

  • On the geometry and shape of brain sub-manifolds

    Sarang C. Joshi;Michael I. Miller;Ulf Grenander

Frequent Co-Authors

Stephen M. Pizer
Stephen M. Pizer University of North Carolina at Chapel Hill
Guido Gerig
Guido Gerig New York University
Gary E. Christensen
Gary E. Christensen University of Iowa
Lei Wang
Lei Wang Northwestern University
Elizabeth Bullitt
Elizabeth Bullitt University of North Carolina at Chapel Hill
Xavier Pennec
Xavier Pennec French Institute for Research in Computer Science and Automation - INRIA
Paul A. Yushkevich
Paul A. Yushkevich University of Pennsylvania
Cláudio T. Silva
Cláudio T. Silva New York University
Mads Nielsen
Mads Nielsen University of Copenhagen
Ross T. Whitaker
Ross T. Whitaker University of Utah

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