Eleftherios Garyfallidis

Eleftherios Garyfallidis

Indiana University Bloomington

H-index: 26

North America-United States

About Eleftherios Garyfallidis

Eleftherios Garyfallidis, With an exceptional h-index of 26 and a recent h-index of 24 (since 2020), a distinguished researcher at Indiana University Bloomington, specializes in the field of machine learning, medical imaging, scientific visualization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-scale V-net architecture with deep feature CRF layers for brain extraction

Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI Tractometry

brainlife. io: a decentralized and open-source cloud platform to support neuroscience research

DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images

Clinical validation of rapid GPU-enabled DTI tractography of the brain

Data-driven characterization of Preterm Birth through intramodal Diffusion MRI

BundleWarp, streamline-based nonlinear registration of white matter tracts

Horizon, closing the gap between cinematic visualization and medical imaging

Eleftherios Garyfallidis Information

University

Position

Assistant Professor

Citations(all)

5143

Citations(since 2020)

3870

Cited By

2462

hIndex(all)

26

hIndex(since 2020)

24

i10Index(all)

47

i10Index(since 2020)

40

Email

University Profile Page

Indiana University Bloomington

Google Scholar

View Google Scholar Profile

Eleftherios Garyfallidis Skills & Research Interests

machine learning

medical imaging

scientific visualization

Top articles of Eleftherios Garyfallidis

Title

Journal

Author(s)

Publication Date

Multi-scale V-net architecture with deep feature CRF layers for brain extraction

Communications Medicine

Jong Sung Park

Shreyas Fadnavis

Eleftherios Garyfallidis

2024/2/23

Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI Tractometry

bioRxiv

Bramsh Qamar Chandio

Julio E Villalon-Reina

Talia M Nir

Sophia I Thomopoulos

Yixue Wendy Feng

...

2024

brainlife. io: a decentralized and open-source cloud platform to support neuroscience research

Nature Methods

Soichi Hayashi

Bradley A Caron

Anibal Sólon Heinsfeld

Sophia Vinci-Booher

Brent McPherson

...

2024/4/11

DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images

Neuroinformatics

Praitayini Kanakaraj

Tianyuan Yao

Leon Y Cai

Ho Hin Lee

Nancy R Newlin

...

2024/3/25

Clinical validation of rapid GPU-enabled DTI tractography of the brain

Electronic Imaging

Felix Liu

Vanitha Sankaranarayanan

Javier Villanueva-Meyer

Shawn Hervey-Jumper

James Hawkins

...

2023/1/16

Data-driven characterization of Preterm Birth through intramodal Diffusion MRI

bioRxiv

Rosella Trò

Monica Roascio

Domenico Tortora

Mariasavina Severino

Andrea Rossi

...

2023/1/16

BundleWarp, streamline-based nonlinear registration of white matter tracts

bioRxiv

Bramsh Qamar Chandio

Emanuele Olivetti

David Romero-Bascones

Jaroslaw Harezlak

Eleftherios Garyfallidis

2023/1/5

Horizon, closing the gap between cinematic visualization and medical imaging

medRxiv

Javier Guaje

Serge Koudoro

Eleftherios Garyfallidis

2023/7/13

Learning optimal white matter tract representations from tractography using a deep generative model for population analyses

Yixue Feng

Bramsh Q Chandio

Tamoghna Chattopadhyay

Sophia I Thomopoulos

Conor Owens-Walton

...

2023/3/6

Denoising of diffusion MRI in the cervical spinal cord–effects of denoising strategy and acquisition on intra-cord contrast, signal modeling, and feature conspicuity

NeuroImage

Kurt G Schilling

Shreyas Fadnavis

Joshua Batson

Mereze Visagie

Anna JE Combes

...

2022/12/18

Mapping the “missing” pathways of the anterior cingulate cortex in the human brain

bioRxiv

Wei Tang

Javier Guaje

Shreyas Fadnavis

Eleftherios Garyfallidis

2022/10/30

Patch2Self denoising of diffusion MRI with self-supervision and matrix sketching

bioRxiv

Shreyas Fadnavis

Agniva Chowdhury

Joshua Batson

Petros Drineas

Eleftherios Garyfallidis

2022/3/18

Fast streamline search: an exact technique for diffusion MRI tractography

Neuroinformatics

Etienne St-Onge

Eleftherios Garyfallidis

D Louis Collins

2022/10

Nuq: A noise metric for diffusion mri via uncertainty discrepancy quantification

arXiv:2203.01921

S. Fadnavis

J. Sjolund

A. Eklund

E. Garyfallidis

2022

Fiberneat: Unsupervised white matter tract filtering

Bramsh Qamar Chandio

Tamoghna Chattopadhyay

Conor Owens-Walton

Julio E Villalon Reina

Leila Nabulsi

...

2022/7/11

Bundleatlasing: unbiased population-specific atlasing of bundles in streamline space

Proc. ISMRM

David Romero-Bascones

B Qamar Chandio

Shreyas Fadnavis

J Sung Park

Serge Koudoro

...

2022

EVAC+: Multi-scale V-net with Deep Feature CRF Layers for Brain Extraction

arXiv preprint arXiv:2206.02837

Jong Sung Park

Shreyas Fadnavis

Eleftherios Garyfallidis

2022/6/6

Microstructural changes in the white matter tracts of the brain due to mild cognitive impairment

Alzheimer's & Dementia

Bramsh Q Chandio

Conor Owens‐Walton

Julio E Villalon‐Reina

Leila Nabulsi

Sophia I Thomopoulos

...

2022/12

Deep generative model for learning tractography streamline embeddings based on convolutional variational autoencoder

International Society for Magnetic Resonance Imaging (ISMRM)

Yixue Feng

Bramsh Qamar Chandio

Tamoghna Chattopadhyay

Sophia I Thomopoulos

Conor Owens-Walton

...

2022

Learning white matter subject‐specific segmentation from structural MRI

Medical physics

Qi Yang

Colin B Hansen

Leon Y Cai

Francois Rheault

Ho Hin Lee

...

2022/4

See List of Professors in Eleftherios Garyfallidis University(Indiana University Bloomington)

Co-Authors

H-index: 76
Guy B. Williams

Guy B. Williams

University of Cambridge

H-index: 66
Bennett Allan Landman

Bennett Allan Landman

Vanderbilt University

H-index: 59
Maxime Descoteaux

Maxime Descoteaux

Université de Sherbrooke

H-index: 45
Fang-Cheng (Frank) Yeh

Fang-Cheng (Frank) Yeh

University of Pittsburgh

H-index: 42
Matthew Brett

Matthew Brett

University of Birmingham

H-index: 40
Ariel Rokem

Ariel Rokem

University of Washington

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