Joaquín Goñi

Joaquín Goñi

Purdue University

H-index: 38

North America-United States

About Joaquín Goñi

Joaquín Goñi, With an exceptional h-index of 38 and a recent h-index of 30 (since 2020), a distinguished researcher at Purdue University, specializes in the field of computational neuroscience, complex networks, complex systems, information theory, brain connectivity.

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

Longitudinal changes in resting state fMRI brain self-similarity of asymptomatic high school American football athletes

Homological landscape of human brain functional sub-circuits

Matrix-variate regression for sparse, low-rank estimation of brain connectivities associated with a clinical outcome

Tangent functional connectomes uncover more unique phenotypic traits

Intra and inter-individual variability in functional connectomes of patients with First Episode of Psychosis

A comparison of techniques for deriving clustering and switching scores from verbal fluency word lists

Investigating cognitive ability using action-based models of structural brain networks

Improving functional connectome fingerprinting with degree-normalization

Joaquín Goñi Information

University

Position

School of Industrial and Weldon School of Biomedical Engineering

Citations(all)

7167

Citations(since 2020)

4160

Cited By

4794

hIndex(all)

38

hIndex(since 2020)

30

i10Index(all)

63

i10Index(since 2020)

56

Email

University Profile Page

Purdue University

Google Scholar

View Google Scholar Profile

Joaquín Goñi Skills & Research Interests

computational neuroscience

complex networks

complex systems

information theory

brain connectivity

Top articles of Joaquín Goñi

Title

Journal

Author(s)

Publication Date

Longitudinal changes in resting state fMRI brain self-similarity of asymptomatic high school American football athletes

Scientific Reports

Bradley Fitzgerald

Sumra Bari

Nicole Vike

Taylor A Lee

Roy J Lycke

...

2024/1/19

Homological landscape of human brain functional sub-circuits

Mathematics

Duy Duong-Tran

Ralph Kaufmann

Jiong Chen

Xuan Wang

Sumita Garai

...

2024/1/31

Matrix-variate regression for sparse, low-rank estimation of brain connectivities associated with a clinical outcome

IEEE Transactions on Biomedical Engineering

Damian Brzyski

Xixi Hu

Joaquín Goñi

Beau Ances

Timothy W Randolph

...

2023/11/23

Tangent functional connectomes uncover more unique phenotypic traits

Iscience

Kausar Abbas

Mintao Liu

Michael Wang

Duy Duong-Tran

Uttara Tipnis

...

2023/9/15

Intra and inter-individual variability in functional connectomes of patients with First Episode of Psychosis

NeuroImage: Clinical

Ángeles Tepper

Javiera Vásquez Núñez

Juan Pablo Ramirez-Mahaluf

Juan Manuel Aguirre

Daniella Barbagelata

...

2023/1/1

A comparison of techniques for deriving clustering and switching scores from verbal fluency word lists

Frontiers in Psychology

Justin Bushnell

Diana Svaldi

Matthew R Ayers

Sujuan Gao

Frederick Unverzagt

...

2022/9/14

Investigating cognitive ability using action-based models of structural brain networks

Journal of Complex Networks

Viplove Arora

Enrico Amico

Joaquín Goñi

Mario Ventresca

2022/8/1

Improving functional connectome fingerprinting with degree-normalization

Brain Connectivity

Benjamin Chiêm

Kausar Abbas

Enrico Amico

Duy Anh Duong-Tran

Frédéric Crevecoeur

...

2022/3/1

Incorporation of spatial-and connectivity-based cortical brain region information in regularized regression: Application to Human Connectome Project data

Frontiers in Neuroscience

Aleksandra Steiner

Kausar Abbas

Damian Brzyski

Kewin Pączek

Timothy W Randolph

...

2022/9/28

A Structural Connectivity Disruption One Decade before the Typical Age for Dementia: A Study in Healthy Subjects with Family History of Alzheimer’s Disease

Cerebral cortex communications

F Ramírez-Toraño

Kausar Abbas

Ricardo Bruña

Silvia Marcos de Pedro

Natividad Gómez-Ruiz

...

2021/1/1

Toward an information theoretical description of communication in brain networks

Network Neuroscience

Enrico Amico

Kausar Abbas

Duy Anh Duong-Tran

Uttara Tipnis

Meenusree Rajapandian

...

2021/9/2

A morphospace of functional configuration to assess configural breadth based on brain functional networks

Network Neuroscience

Duy Duong-Tran

Kausar Abbas

Enrico Amico

Bernat Corominas-Murtra

Mario Dzemidzic

...

2021/9/2

Optimizing differential identifiability improves connectome predictive modeling of cognitive deficits from functional connectivity in Alzheimer's disease

Human brain mapping

Diana O Svaldi

Joaquín Goñi

Kausar Abbas

Enrico Amico

David G Clark

...

2021/8/1

Geodesic distance on optimally regularized functional connectomes uncovers individual fingerprints

Brain connectivity

Kausar Abbas

Mintao Liu

Manasij Venkatesh

Enrico Amico

Alan David Kaplan

...

2021/6/1

Ranking qualitative and timing‐based verbal fluency scores as predictors of incident cognitive impairment

Alzheimer's & Dementia

Justin Bushnell

Diana Svaldi

Matthew Ayers

Sujuan Gao

Fredrick Unverzagt

...

2021/12

Connectivity‐informed adaptive regularization for generalized outcomes

Canadian Journal of Statistics

Damian Brzyski

Marta Karas

Beau M Ances

Mario Dzemidzic

Joaquin Goni

...

2021/3

Interactive Visualization of Deep Learning for 3D Brain Data Analysis

Huang Li

Shiaofen Fang

Joaquín Goñi

Andrew J Saykin

Li Shen

2021/10/29

Multi-timescale hybrid components of the functional brain connectome: A bimodal EEG-fMRI decomposition

Network Neuroscience

Jonathan Wirsich

Enrico Amico

Anne-Lise Giraud

Joaquín Goñi

Sepideh Sadaghiani

2020/7/1

Network Analysis of Verbal Fluency in Individuals with Incident Cognitive Impairment (4909)

Justin Bushnell

Diana Svaldi

Matthew Ayers

Virginia Wadley

Joaquin Goni

...

2020/4/14

Functional Connectome Fingerprint Gradients in Young Adults

arXiv preprint arXiv:2011.05212

Uttara Tipnis

Kausar Abbas

Elizabeth Tran

Enrico Amico

Li Shen

...

2020/11/10

See List of Professors in Joaquín Goñi University(Purdue University)

Co-Authors

H-index: 25
Enrico Amico

Enrico Amico

École Polytechnique Fédérale de Lausanne

H-index: 12
Kausar Abbas

Kausar Abbas

Purdue University

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