Janaina Mourao-Miranda

Janaina Mourao-Miranda

University College London

H-index: 41

Europe-United Kingdom

About Janaina Mourao-Miranda

Janaina Mourao-Miranda, With an exceptional h-index of 41 and a recent h-index of 31 (since 2020), a distinguished researcher at University College London, specializes in the field of Machine Learning and Neuroimaging.

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

Voxel-wise multivariate analysis of brain-psychosocial associations in adolescents reveals six latent dimensions of cognition and psychopathology

A Framework for Regularised Canonical Correlation Analysis by Alternating Least Squares

Spectral density-based clustering algorithms for complex networks

A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure (vol 6, 26, 2022,)

Author Correction: A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure

Adversarial latent representation for positive unlabeled learning

TransductGAN: a Transductive Adversarial Model for Novelty Detection

Canonical correlation analysis and partial least squares for identifying brain–behavior associations: A tutorial and a comparative study

Janaina Mourao-Miranda Information

University

Position

___

Citations(all)

9131

Citations(since 2020)

3486

Cited By

7187

hIndex(all)

41

hIndex(since 2020)

31

i10Index(all)

69

i10Index(since 2020)

61

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Janaina Mourao-Miranda Skills & Research Interests

Machine Learning and Neuroimaging

Top articles of Janaina Mourao-Miranda

Title

Journal

Author(s)

Publication Date

Voxel-wise multivariate analysis of brain-psychosocial associations in adolescents reveals six latent dimensions of cognition and psychopathology

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging

Rick A Adams

Cemre Zor

Agoston Mihalik

Konstantinos Tsirlis

Mikael Brudfors

...

2024/4/6

A Framework for Regularised Canonical Correlation Analysis by Alternating Least Squares

James Chapman

John Shawe-Taylor

Janaina Mourao-Miranda

2023/7/26

Spectral density-based clustering algorithms for complex networks

Frontiers in Neuroscience

Taiane Coelho Ramos

Janaina Mourão-Miranda

André Fujita

2023/3/30

A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure (vol 6, 26, 2022,)

Communications biology

Eliana Nicolaisen-Sobesky

Agoston Mihalik

Shahrzad Kharabian-Masouleh

Fabio S Ferreira

Felix Hoffstaedter

...

2022/11/26

Author Correction: A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure

Communications biology

Eliana Nicolaisen-Sobesky

Agoston Mihalik

Shahrzad Kharabian-Masouleh

Fabio S Ferreira

Felix Hoffstaedter

...

2023

Adversarial latent representation for positive unlabeled learning

Najiba Toron

Janaina Mourao-Miranda

John Shawe-Taylor

2023/10/13

TransductGAN: a Transductive Adversarial Model for Novelty Detection

arXiv preprint arXiv:2203.15406

Najiba Toron

Janaina Mourao-Miranda

John Shawe-Taylor

2022/3/29

Canonical correlation analysis and partial least squares for identifying brain–behavior associations: A tutorial and a comparative study

Agoston Mihalik

James Chapman

Rick A Adams

Nils R Winter

Fabio S Ferreira

...

2022/11/1

A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets

NeuroImage

Fabio S Ferreira

Agoston Mihalik

Rick A Adams

John Ashburner

Janaina Mourao-Miranda

2022/4/1

Will artificial intelligence eventually replace psychiatrists?

The British Journal of Psychiatry

Christian Brown

Giles William Story

Janaina Mourão-Miranda

Justin Taylor Baker

2021/3

Two latent dimensions linking multi-featured brain structure to behaviour in healthy adults

Eliana Nicolaisen

BT Thomas Yeo

Sofie Valk

Somayeh Maleki Balajoo

Janaina Mourao-Miranda

...

2021

Neuroimaging data from multiple sources in PRoNTo v3. 0: spatiotemporal patterns of face processing

Isabel A David

Jessica Schrouff

Tong Wu

Konstantinos Tsirlis

Gilles Pourtois

...

2020

How do you perceive threat? It’s all in your pattern of brain activity

Brain imaging and behavior

Orlando Fernandes

Liana Catrina Lima Portugal

Rita de Cássia S Alves

Tiago Arruda-Sanchez

Eliane Volchan

...

2020/12

Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists

NeuroImage

Hao-Ting Wang

Jonathan Smallwood

Janaina Mourao-Miranda

Cedric Huchuan Xia

Theodore D Satterthwaite

...

2020/8/1

Realizing the clinical potential of computational psychiatry: Report from the Banbury Center Meeting, February 2019

Biological psychiatry

Michael Browning

Cameron S Carter

Christopher Chatham

Hanneke Den Ouden

Claire M Gillan

...

2020/7/15

How do you perceive threat? It's all in your pattern of brain activity (vol 53, pg 861, 2019)

BRAIN IMAGING AND BEHAVIOR

Orlando Fernandes Jr

Liana Catrina Lima Portugal

Rita de Cassia S Alves

Tiago Arruda-Sanchez

Eliane Volchan

...

2020/12/1

Multiple holdouts with stability: improving the generalizability of machine learning analyses of brain–behavior relationships

Biological psychiatry

Agoston Mihalik

Fabio S Ferreira

Michael Moutoussis

Gabriel Ziegler

Rick A Adams

...

2020/2/15

" How do you perceive threat? It’s all in your pattern of brain activity": Correction.

Orlando Fernandes Jr

Liana Catrina Lima Portugal

Rita de Cássia S Alves

Tiago Arruda-Sanchez

Eliane Volchan

...

2020/12

Fast temporal dynamics and causal relevance of face processing in the human temporal cortex

Nature Communications

Jessica Schrouff

Omri Raccah

Sori Baek

Vinitha Rangarajan

Sina Salehi

...

2020/1/31

See List of Professors in Janaina Mourao-Miranda University(University College London)