Janaina Mourao-Miranda

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

Adversarial latent representation for positive unlabeled learning

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

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

TransductGAN: a Transductive Adversarial Model for Novelty Detection

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

Google Scholar

Janaina Mourao-Miranda Skills & Research Interests

Machine Learning and Neuroimaging

Top articles of Janaina Mourao-Miranda

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

Biological Psychiatry: Cognitive Neuroscience and Neuroimaging

2024/4/6

Adversarial latent representation for positive unlabeled learning

2023/10/13

Janaina Mourao-Miranda
Janaina Mourao-Miranda

H-Index: 30

John Shawe-Taylor
John Shawe-Taylor

H-Index: 49

A Framework for Regularised Canonical Correlation Analysis by Alternating Least Squares

2023/7/26

Spectral density-based clustering algorithms for complex networks

Frontiers in Neuroscience

2023/3/30

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

Communications biology

2022/11/26

Bt Thomas Yeo
Bt Thomas Yeo

H-Index: 43

Janaina Mourao-Miranda
Janaina Mourao-Miranda

H-Index: 30

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

Communications biology

2023

Bt Thomas Yeo
Bt Thomas Yeo

H-Index: 43

Janaina Mourao-Miranda
Janaina Mourao-Miranda

H-Index: 30

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

NeuroImage

2022/4/1

Janaina Mourao-Miranda
Janaina Mourao-Miranda

H-Index: 30

TransductGAN: a Transductive Adversarial Model for Novelty Detection

arXiv preprint arXiv:2203.15406

2022/3/29

Janaina Mourao-Miranda
Janaina Mourao-Miranda

H-Index: 30

John Shawe-Taylor
John Shawe-Taylor

H-Index: 49

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

2022/11/1

Will artificial intelligence eventually replace psychiatrists?

The British Journal of Psychiatry

2021/3

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

2021

Bt Thomas Yeo
Bt Thomas Yeo

H-Index: 43

Janaina Mourao-Miranda
Janaina Mourao-Miranda

H-Index: 30

Fabio Ferreira
Fabio Ferreira

H-Index: 5

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

BRAIN IMAGING AND BEHAVIOR

2020/12/1

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

2020/12

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

Brain imaging and behavior

2020/12

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

NeuroImage

2020/8/1

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

Biological psychiatry

2020/7/15

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

Nature Communications

2020/1/31

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

2020

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