Concepedia

João M. Monteiro

JM

9

Publications

435

Citations

9

H-Index

2014

Active since

Affiliations

University College London(Current)

Italian Institute of Technology

Wellcome Centre for Human Neuroimaging

Universidade Federal Fluminense

João M. Monteiro is an author at University College London specializing in engineering, medical image computing, and data science.

Top concepts

EngineeringMedicineData ScienceNeuroimagingNeuroscienceDeep LearningSocial SciencesCognitive ScienceMedical Image ComputingDementia

Publications per year

2014–2021

9

Publications

9

Predictive modelling using neuroimaging data in the presence of confounds

Anil Rao, João M. Monteiro, Janaı́na Mourão-Miranda · NeuroImage · 2017 · 125 citations · Full text

Extracting Relational Explanations From Deep Neural Networks: A Survey From a Neural-Symbolic Perspective

Thomas Chaton, João M. Monteiro · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 79 citations

Artificial Intelligence, Neural-symbolic Perspective, Engineering +17

Comparison of Methods for Analyzing Left-Censored Occupational Exposure Data

Tran Huynh, Gurumurthy Ramachandran, Sudipto Banerjee et al. · The Annals of Occupational Hygiene · 2014 · 64 citations

Environmental Monitoring, Engineering, Occupational Health Sciences +22

A multiple hold-out framework for Sparse Partial Least Squares

João M. Monteiro, Anil Rao, John Shawe‐Taylor et al. · Journal of Neuroscience Methods · 2016 · 61 citations · Full text

Brain-behaviour modes of covariation in healthy and clinically depressed young people

Ágoston Mihalik, Fábio S. Ferreira, Maria João Rosa et al. · Scientific Reports · 2019 · 42 citations · Full text

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