Publications by authors named "Marcel van Gerven"

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Machine learning-based treatment outcome prediction in head and neck cancer using integrated noninvasive diagnostics.
Melda Yeghaian, Stefano Trebeschi, Marina Herrero-Huertas, Francisco Javier Mendoza Ferradás, Paula Bos, Marcel A J van Gerven

Int J Comput Assist Radiol Surg· December 2025

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Leveraging spatial cues from cochlear implant microphones to efficiently enhance speech separation in naturalistic listening scenes.
Feyisayo Olalere, Kiki van der Heijden, H Christiaan Stronks, Jeroen Briaire, Johan H M Frijns, Marcel van Gerven

Sci Rep· December 2025

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Universal differential equations as a unifying modeling language for neuroscience.
Ahmed El-Gazzar, Marcel van Gerven

Front Comput Neurosci· November 2025

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Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning.
Melda Yeghaian, Zuhir Bodalal, Daan van den Broek, John B A G Haanen, Regina G H Beets-Tan, Marcel A J van Gerven

J Am Med Inform Assoc· August 2025

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End-to-end learning of safe stimulation parameters for cortical neuroprosthetic vision.
Burcu Küçükoğlu, Bodo Rueckauer, Jaap de Ruyter van Steveninck, Maureen van der Grinten, Yağmur Güçlütürk, Marcel van Gerven

J Neural Eng· July 2025

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Bayesian optimization of cortical neuroprosthetic vision using perceptual feedback.
Burcu Küçükoğlu, Leili Soo, David Leeftink, Fabrizio Grani, Cristina Soto Sanchez, Marcel van Gerven

J Neural Eng· July 2025

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Point-SPV: end-to-end enhancement of object recognition in simulated prosthetic vision using synthetic viewing points.
Ashkan Nejad, Burcu Küçükoǧlu, Jaap de Ruyter van Steveninck, Sandra Bedrossian, Joost Heutink, Marcel van Gerven

Front Hum Neurosci· March 2025

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Ornstein-Uhlenbeck Adaptation as a Mechanism for Learning in Brains and Machines.
Jesús García Fernández, Nasir Ahmad, Marcel van Gerven

Entropy (Basel)· December 2024

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Corrigendum: Gradient-free training of recurrent neural networks using random perturbations.
Jesús García Fernández, Sander Keemink, Marcel van Gerven

Front Neurosci· November 2024

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Oscillations in an artificial neural network convert competing inputs into a temporal code.
Katharina Duecker, Marco Idiart, Marcel van Gerven, Ole Jensen

PLoS Comput Biol· September 2024

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Gradient-free training of recurrent neural networks using random perturbations.
Jesús García Fernández, Sander Keemink, Marcel van Gerven

Front Neurosci· July 2024

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Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain.
Thirza Dado, Paolo Papale, Antonio Lozano, Lynn Le, Feng Wang, Marcel van Gerven

PLoS Comput Biol· May 2024

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Gaze-contingent processing improves mobility, scene recognition and visual search in simulated head-steered prosthetic vision.
Jaap de Ruyter van Steveninck, Mo Nipshagen, Marcel van Gerven, Umut Güçlü, Yağmur Güçlüturk

J Neural Eng· April 2024

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Towards biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses.
Maureen van der Grinten, Jaap de Ruyter van Steveninck, Antonio Lozano, Laura Pijnacker, Bodo Rueckauer, Marcel van Gerven

Elife· February 2024

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Deep neural networks are not a single hypothesis but a language for expressing computational hypotheses.
Tal Golan, JohnMark Taylor, Heiko Schütt, Benjamin Peters, Rowan P Sommers, Marcel van Gerven

Behav Brain Sci· December 2023

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Direct speech reconstruction from sensorimotor brain activity with optimized deep learning models.
Julia Berezutskaya, Zachary V Freudenburg, Mariska J Vansteensel, Erik J Aarnoutse, Nick F Ramsey, Marcel A J van Gerven

J Neural Eng· September 2023

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PhenoScore quantifies phenotypic variation for rare genetic diseases by combining facial analysis with other clinical features using a machine-learning framework.
Alexander J M Dingemans, Max Hinne, Kim M G Truijen, Lia Goltstein, Jeroen van Reeuwijk, Marcel A J van Gerven

Nat Genet· September 2023

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The neuroconnectionist research programme.
Adrien Doerig, Rowan P Sommers, Katja Seeliger, Blake Richards, Jenann Ismael, Marcel A J van Gerven

Nat Rev Neurosci· July 2023

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Disentangling rodent behaviors to improve automated behavior recognition.
Elsbeth A Van Dam, Lucas P J J Noldus, Marcel A J Van Gerven

Front Neurosci· July 2023

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An framework for modeling optimal control of neural systems.
Bodo Rueckauer, Marcel van Gerven

Front Neurosci· March 2023

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Optimization of Neuroprosthetic Vision via End-to-End Deep Reinforcement Learning.
Burcu Küçükoğlu, Bodo Rueckauer, Nasir Ahmad, Jaap de Ruyter van Steveninck, Umut Güçlü, Marcel van Gerven

Int J Neural Syst· November 2022

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Brain2Pix: Fully convolutional naturalistic video frame reconstruction from brain activity.
Lynn Le, Luca Ambrogioni, Katja Seeliger, Yağmur Güçlütürk, Marcel van Gerven

Front Neurosci· November 2022

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A partially nested cortical hierarchy of neural states underlies event segmentation in the human brain.
Linda Geerligs, Dora Gözükara, Djamari Oetringer, Karen L Campbell, Marcel van Gerven

Elife· September 2022

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Bayesian model averaging for nonparametric discontinuity design.
Max Hinne, David Leeftink, Marcel A J van Gerven, Luca Ambrogioni

PLoS One· July 2022

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Towards Naturalistic Speech Decoding from Intracranial Brain Data.
Julia Berezutskaya, Luca Ambrogioni, Nick F Ramsey, Marcel A J van Gerven

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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