Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks
Thomas, Rajat Mani, Gallo, Selene, Cerliani, Leonardo, Zhutovsky, Paul, El-Gazzar, Ahmed, van Wingen, Guido
Published in Frontiers in psychiatry (15.05.2020)
Published in Frontiers in psychiatry (15.05.2020)
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Journal Article
Bidirectional cingulate-dependent danger information transfer across rats
Han, Yingying, Bruls, Rune, Soyman, Efe, Thomas, Rajat Mani, Pentaraki, Vasiliki, Jelinek, Naomi, Heinemans, Mirjam, Bassez, Iege, Verschooren, Sam, Pruis, Illanah, Van Lierde, Thijs, Carrillo, Nathaly, Gazzola, Valeria, Carrillo, Maria, Keysers, Christian
Published in PLoS biology (01.12.2019)
Published in PLoS biology (01.12.2019)
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Journal Article
A Hybrid 3DCNN and 3DC-LSTM Based Model for 4D Spatio-Temporal fMRI Data: An ABIDE Autism Classification Study
El-Gazzar, Ahmed, Quaak, Mirjam, Cerliani, Leonardo, Bloem, Peter, van Wingen, Guido, Mani Thomas, Rajat
Published in OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging (2019)
Published in OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging (2019)
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Book Chapter
Disentangling subgroups of participants recruiting shared as well as different brain regions for the execution of the verb generation task: A data-driven fMRI study
Cerliani, Leonardo, Thomas, Rajat M., Aquino, Domenico, Contarino, Valeria, Bizzi, Alberto
Published in Cortex (01.01.2017)
Published in Cortex (01.01.2017)
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Journal Article
A cross-correlation study between the cosmological 21 cm signal and the kinetic Sunyaev–Zel'dovich effect
Jelić, Vibor, Zaroubi, Saleem, Aghanim, Nabila, Douspis, Marian, Koopmans, Léon V. E., Langer, Mathieu, Mellema, Garrelt, Tashiro, Hiroyuki, Thomas, Rajat M.
Published in Monthly notices of the Royal Astronomical Society (01.03.2010)
Published in Monthly notices of the Royal Astronomical Society (01.03.2010)
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Journal Article
Improving Solar Cell Metallization Designs using Convolutional Neural Networks
Bhattacharya, Sumit, Arya, Devanshu, Bhowmick, Debjani, Thomas, Rajat Mani, Gupta, Deepak Kumar
Year of Publication 08.04.2021
Year of Publication 08.04.2021
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Journal Article
A Hybrid 3DCNN and 3DC-LSTM based model for 4D Spatio-temporal fMRI data: An ABIDE Autism Classification study
El-Gazzar, Ahmed, Quaak, Mirjam, Cerliani, Leonardo, Bloem, Peter, van Wingen, Guido, Thomas, Rajat Mani
Year of Publication 14.02.2020
Year of Publication 14.02.2020
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Journal Article
Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism
Gazzar, Ahmed El, Cerliani, Leonardo, van Wingen, Guido, Thomas, Rajat Mani
Year of Publication 02.07.2019
Year of Publication 02.07.2019
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Journal Article