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Roberto Souza

Roberto Souza

University of Calgary

H-index: 19

North America-Canada

Contact Roberto Souza

About Roberto Souza

Roberto Souza, With an exceptional h-index of 19 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Calgary, specializes in the field of Machine learning, image processing, computer vision, medical imaging.

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

Effect of MR head coil geometry on deep‐learning‐based MR image reconstruction

An empirical analysis of structural neuroimaging profiles in a staging model of depression

Results of the 2023 ISBI challenge to reduce GABA-edited MRS acquisition time

Hyperaemia during dynamic handgrip exercise is preserved in healthy young subjects after recovery from COVID‐19

Interpretable Characterization of White Matter Hyperintensities on the Fazekas Scale in a Community-Dwelling Population

Advancing Healthcare Fairness: Analysis of Sex Differences in the Brain using Deep Learning

Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features

Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage

Roberto Souza Information

University

Position

Assistant Professor

Citations(all)

1882

Citations(since 2020)

1663

Cited By

760

hIndex(all)

19

hIndex(since 2020)

17

i10Index(all)

29

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Roberto Souza Skills & Research Interests

Machine learning

image processing

computer vision

medical imaging

Top articles of Roberto Souza

Effect of MR head coil geometry on deep‐learning‐based MR image reconstruction

Magnetic Resonance in Medicine

2024/4/22

Roberto Souza
Roberto Souza

H-Index: 13

Richard Frayne
Richard Frayne

H-Index: 27

An empirical analysis of structural neuroimaging profiles in a staging model of depression

Journal of Affective Disorders

2024/4/15

Nikita Nogovitsyn
Nikita Nogovitsyn

H-Index: 4

Katharine Dunlop
Katharine Dunlop

H-Index: 16

Roberto Souza
Roberto Souza

H-Index: 13

Geoffrey Hall
Geoffrey Hall

H-Index: 0

Jordan Poppenk
Jordan Poppenk

H-Index: 13

Catherine Lebel
Catherine Lebel

H-Index: 32

Signe Bray
Signe Bray

H-Index: 23

Paul Metzak
Paul Metzak

H-Index: 15

Bradley J Macintosh
Bradley J Macintosh

H-Index: 31

Jianli Wang
Jianli Wang

H-Index: 15

Glenda Macqueen
Glenda Macqueen

H-Index: 55

Results of the 2023 ISBI challenge to reduce GABA-edited MRS acquisition time

Magnetic Resonance Materials in Physics, Biology and Medicine

2024/4/13

Leticia Rittner
Leticia Rittner

H-Index: 14

Sina Amirrajab
Sina Amirrajab

H-Index: 2

Gerhard S Drenthen
Gerhard S Drenthen

H-Index: 5

Mitko Veta
Mitko Veta

H-Index: 15

Ruud Jg Van Sloun
Ruud Jg Van Sloun

H-Index: 18

Cristobal Rodero
Cristobal Rodero

H-Index: 3

Steven Niederer
Steven Niederer

H-Index: 32

Roberto Souza
Roberto Souza

H-Index: 13

Ashley D Harris
Ashley D Harris

H-Index: 24

Hyperaemia during dynamic handgrip exercise is preserved in healthy young subjects after recovery from COVID‐19

Experimental Physiology

2024/3/9

Roberto Souza
Roberto Souza

H-Index: 13

Interpretable Characterization of White Matter Hyperintensities on the Fazekas Scale in a Community-Dwelling Population

2024/2/13

Susanne Schmid
Susanne Schmid

H-Index: 18

Roberto Souza
Roberto Souza

H-Index: 13

Richard Frayne
Richard Frayne

H-Index: 27

Advancing Healthcare Fairness: Analysis of Sex Differences in the Brain using Deep Learning

2024/2/13

Johanna Ospel
Johanna Ospel

H-Index: 10

Roberto Souza
Roberto Souza

H-Index: 13

Unsupervised Domain Adaptation of Brain MRI Skull Stripping Trained on Adult Data to Newborns: Combining Synthetic Data with Domain Invariant Features

2024/2/13

Roberto Souza
Roberto Souza

H-Index: 13

Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage

Scientific Reports

2024/2/2

Reza Kakavand
Reza Kakavand

H-Index: 1

Peyman Tahghighi
Peyman Tahghighi

H-Index: 1

Reza Ahmadi
Reza Ahmadi

H-Index: 4

Samer Adeeb
Samer Adeeb

H-Index: 16

Roberto Souza
Roberto Souza

H-Index: 13

Unsupervised domain adaptation of MRI skull-stripping trained on adult data to newborns

2024

Roberto Souza
Roberto Souza

H-Index: 13

A multitask deep learning model for voxel-level brain age estimation

2023/10/8

Johanna Ospel
Johanna Ospel

H-Index: 10

Roberto Souza
Roberto Souza

H-Index: 13

Studying the Effects of Sex-Related Differences on Brain Age Prediction Using Brain MR Imaging

2023/10/8

Akhil Nair
Akhil Nair

H-Index: 3

Roberto Souza
Roberto Souza

H-Index: 13

MedShapeNet--A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

arXiv preprint arXiv:2308.16139

2023/8/30

Jianning Li
Jianning Li

H-Index: 11

Christina Gsaxner
Christina Gsaxner

H-Index: 8

Yuan Jin
Yuan Jin

H-Index: 5

Xiaojun Chen
Xiaojun Chen

H-Index: 8

Sergios Gatidis
Sergios Gatidis

H-Index: 26

Nadya Shusharina
Nadya Shusharina

H-Index: 11

Nicholas Heller
Nicholas Heller

H-Index: 4

Anjany Sekuboyina
Anjany Sekuboyina

H-Index: 9

Reuben Dorent
Reuben Dorent

H-Index: 4

Tom Vercauteren
Tom Vercauteren

H-Index: 34

Patrick Langenhuizen
Patrick Langenhuizen

H-Index: 2

Federico Bolelli
Federico Bolelli

H-Index: 11

Costantino Grana
Costantino Grana

H-Index: 21

Jun Ma
Jun Ma

H-Index: 25

Yao Zhang
Yao Zhang

H-Index: 14

Roberto Souza
Roberto Souza

H-Index: 13

Leticia Rittner
Leticia Rittner

H-Index: 14

Richard Frayne
Richard Frayne

H-Index: 27

Soumick Chatterjee
Soumick Chatterjee

H-Index: 4

Carlos Ferreira
Carlos Ferreira

H-Index: 24

Aurelio Campilho
Aurelio Campilho

H-Index: 24

Yannick Suter
Yannick Suter

H-Index: 4

Jose Garcia
Jose Garcia

H-Index: 3

Matthias Gunzer
Matthias Gunzer

H-Index: 35

Constantin Seibold
Constantin Seibold

H-Index: 1

Victor Alves
Victor Alves

H-Index: 15

Michael Kamp
Michael Kamp

H-Index: 7

Konstantinos Tserpes
Konstantinos Tserpes

H-Index: 17

Christian Wachinger
Christian Wachinger

H-Index: 23

Martin Urschler
Martin Urschler

H-Index: 26

Luc Duong
Luc Duong

H-Index: 11

Ping Luo
Ping Luo

H-Index: 6

Mauricio Reyes
Mauricio Reyes

H-Index: 3

Jan Egger
Jan Egger

H-Index: 21

Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach

arXiv preprint arXiv:2308.12416

2023/8/23

Roberto Souza
Roberto Souza

H-Index: 13

Explaining eye diseases detected by machine learning using shap: A case study of diabetic retinopathy and choroidal nevus

SN Computer Science

2023/6/7

Trafford Crump
Trafford Crump

H-Index: 13

Roberto Souza
Roberto Souza

H-Index: 13

Automated segmentation of knee MR images for biomechanical modeling of the knee joint

CMBES Proceedings

2023/5/14

Reza Kakavand
Reza Kakavand

H-Index: 1

Samer Adeeb
Samer Adeeb

H-Index: 16

Roberto Souza
Roberto Souza

H-Index: 13

Towards understanding quality challenges of the federated learning for neural networks: a first look from the lens of robustness

Empirical Software Engineering

2023/3

Derui Zhu
Derui Zhu

H-Index: 2

Roberto Souza
Roberto Souza

H-Index: 13

Lei Ma
Lei Ma

H-Index: 8

Hadi Hemmati
Hadi Hemmati

H-Index: 18

Harmonization of multi-scanner in vivo magnetic resonance spectroscopy: ENIGMA consortium task group considerations

2023/1/4

Ashley D Harris
Ashley D Harris

H-Index: 24

Georg Oeltzschner
Georg Oeltzschner

H-Index: 12

Roberto Souza
Roberto Souza

H-Index: 13

Brian Taylor
Brian Taylor

H-Index: 28

John Williamson
John Williamson

H-Index: 22

Advancing GABA-edited MRS Research through a Reconstruction Challenge

bioRxiv

2023

Leticia Rittner
Leticia Rittner

H-Index: 14

Sina Amirrajab
Sina Amirrajab

H-Index: 2

Gerhard S Drenthen
Gerhard S Drenthen

H-Index: 5

Mitko Veta
Mitko Veta

H-Index: 15

Ruud Jg Van Sloun
Ruud Jg Van Sloun

H-Index: 18

Cristobal Rodero
Cristobal Rodero

H-Index: 3

Steven Niederer
Steven Niederer

H-Index: 32

Roberto Souza
Roberto Souza

H-Index: 13

Ashley D Harris
Ashley D Harris

H-Index: 24

Frequency and Phase Correction of GABA-Edited Magnetic Resonance Spectroscopy using Complex-Valued Convolutional Neural Networks

bioRxiv

2023

Roberto Souza
Roberto Souza

H-Index: 13

Ashley D Harris
Ashley D Harris

H-Index: 24

Choroidal Nevi Classification in Fundus Images Using a Patch-Based Deep Learning Approach

2023/12/7

Roberto Souza
Roberto Souza

H-Index: 13

Trafford Crump
Trafford Crump

H-Index: 13

See List of Professors in Roberto Souza University(University of Calgary)

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