Automated mood disorder symptoms monitoring from multivariate time-series sensory data: getting the full picture beyond a single number
Corponi, Filippo, Li, Bryan M, Anmella, Gerard, Mas, Ariadna, Pacchiarotti, Isabella, Valentí, Marc, Grande, Iria, Benabarre, Antoni, Garriga, Marina, Vieta, Eduard, Lawrie, Stephen M, Whalley, Heather C, Hidalgo-Mazzei, Diego, Vergari, Antonio
Published in Translational psychiatry (26.03.2024)
Published in Translational psychiatry (26.03.2024)
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Deep attention super-resolution of brain magnetic resonance images acquired under clinical protocols
Li, Bryan M., Castorina, Leonardo V., Valdés Hernández, Maria del C., Clancy, Una, Wiseman, Stewart J., Sakka, Eleni, Storkey, Amos J., Jaime Garcia, Daniela, Cheng, Yajun, Doubal, Fergus, Thrippleton, Michael T., Stringer, Michael, Wardlaw, Joanna M.
Published in Frontiers in computational neuroscience (25.08.2022)
Published in Frontiers in computational neuroscience (25.08.2022)
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Wearable Data From Subjects Playing Super Mario, Taking University Exams, or Performing Physical Exercise Help Detect Acute Mood Disorder Episodes via Self-Supervised Learning: Prospective, Exploratory, Observational Study
Corponi, Filippo, Li, Bryan M, Anmella, Gerard, Valenzuela-Pascual, Clàudia, Mas, Ariadna, Pacchiarotti, Isabella, Valentí, Marc, Grande, Iria, Benabarre, Antoni, Garriga, Marina, Vieta, Eduard, Young, Allan H, Lawrie, Stephen M, Whalley, Heather C, Hidalgo-Mazzei, Diego, Vergari, Antonio
Published in JMIR mHealth and uHealth (17.07.2024)
Published in JMIR mHealth and uHealth (17.07.2024)
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Identifying digital biomarkers of illness activity and treatment response in bipolar disorder with a novel wearable device (TIMEBASE): protocol for a pragmatic observational clinical study
Anmella, Gerard, Corponi, Filippo, Li, Bryan M., Mas, Ariadna, Garriga, Marina, Sanabra, Miriam, Pacchiarotti, Isabella, Valentí, Marc, Grande, Iria, Benabarre, Antoni, Giménez-Palomo, Anna, Agasi, Isabel, Bastidas, Anna, Cavero, Myriam, Bioque, Miquel, García-Rizo, Clemente, Madero, Santiago, Arbelo, Néstor, Murru, Andrea, Amoretti, Silvia, Martínez-Aran, Anabel, Ruiz, Victoria, Rivas, Yudit, Fico, Giovanna, De Prisco, Michele, Oliva, Vincenzo, Solanes, Aleix, Radua, Joaquim, Samalin, Ludovic, Young, Allan H., Vergari, Antonio, Vieta, Eduard, Hidalgo-Mazzei, Diego
Published in BJPsych open (01.08.2024)
Published in BJPsych open (01.08.2024)
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Electrodermal activity in bipolar disorder: Differences between mood episodes and clinical remission using a wearable device in a real-world clinical setting
Anmella, Gerard, Mas, Ariadna, Sanabra, Miriam, Valenzuela-Pascual, Clàudia, Valentí, Marc, Pacchiarotti, Isabella, Benabarre, Antoni, Grande, Iria, De Prisco, Michele, Oliva, Vincenzo, Fico, Giovanna, Giménez-Palomo, Anna, Bastidas, Anna, Agasi, Isabel, Young, Allan H., Garriga, Marina, Corponi, Filippo, Li, Bryan M., de Looff, Peter, Vieta, Eduard, Hidalgo-Mazzei, Diego
Published in Journal of affective disorders (15.01.2024)
Published in Journal of affective disorders (15.01.2024)
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Sleep-wake variations of electrodermal activity in bipolar disorder
Valenzuela-Pascual, Clàudia, Mas, Ariadna, Borràs, Roger, Anmella, Gerard, Sanabra, Miriam, González-Campos, Meritxell, Valentí, Marc, Pacchiarotti, Isabella, Benabarre, Antoni, Grande, Iria, De Prisco, Michele, Oliva, Vincenzo, Bastidas, Anna, Agasi, Isabel, Young, Allan H, Garriga, Marina, Murru, Andrea, Corponi, Filippo, Li, Bryan M, de Looff, Peter, Vieta, Eduard, Hidalgo-Mazzei, Diego
Published in Acta psychiatrica Scandinavica (18.06.2024)
Published in Acta psychiatrica Scandinavica (18.06.2024)
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Journal Article
Exploring Digital Biomarkers of Illness Activity in Mood Episodes: Hypotheses Generating and Model Development Study
Anmella, Gerard, Corponi, Filippo, Li, Bryan M, Mas, Ariadna, Sanabra, Miriam, Pacchiarotti, Isabella, Valentí, Marc, Grande, Iria, Benabarre, Antoni, Giménez-Palomo, Anna, Garriga, Marina, Agasi, Isabel, Bastidas, Anna, Cavero, Myriam, Fernández-Plaza, Tabatha, Arbelo, Néstor, Bioque, Miquel, García-Rizo, Clemente, Verdolini, Norma, Madero, Santiago, Murru, Andrea, Amoretti, Silvia, Martínez-Aran, Anabel, Ruiz, Victoria, Fico, Giovanna, De Prisco, Michele, Oliva, Vincenzo, Solanes, Aleix, Radua, Joaquim, Samalin, Ludovic, Young, Allan H, Vieta, Eduard, Vergari, Antonio, Hidalgo-Mazzei, Diego
Published in JMIR mHealth and uHealth (04.05.2023)
Published in JMIR mHealth and uHealth (04.05.2023)
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Journal Article
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Turishcheva, Polina, Fahey, Paul G, Vystrčilová, Michaela, Hansel, Laura, Froebe, Rachel, Ponder, Kayla, Qiu, Yongrong, Willeke, Konstantin F, Bashiri, Mohammad, Baikulov, Ruslan, Zhu, Yu, Ma, Lei, Yu, Shan, Huang, Tiejun, Li, Bryan M, Wulf, Wolf De, Kudryashova, Nina, Hennig, Matthias H, Rochefort, Nathalie L, Onken, Arno, Wang, Eric, Ding, Zhiwei, Tolias, Andreas S, Sinz, Fabian H, Ecker, Alexander S
Published in ArXiv.org (12.07.2024)
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Published in ArXiv.org (12.07.2024)
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Synthesising Realistic Calcium Traces of Neuronal Populations Using GAN
Li, Bryan M, Amvrosiadis, Theoklitos, Rochefort, Nathalie, Onken, Arno
Published in arXiv.org (04.02.2023)
Published in arXiv.org (04.02.2023)
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V1T: large-scale mouse V1 response prediction using a Vision Transformer
Li, Bryan M, Cornacchia, Isabel M, Rochefort, Nathalie L, Onken, Arno
Published in arXiv.org (05.09.2023)
Published in arXiv.org (05.09.2023)
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Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks
Li, Bryan M, Amvrosiadis, Theoklitos, Rochefort, Nathalie, Onken, Arno
Published in arXiv.org (25.11.2021)
Published in arXiv.org (25.11.2021)
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Journal Article
Wearable data from subjects playing Super Mario, sitting university exams, or performing physical exercise help detect acute mood episodes via self-supervised learning
Corponi, Filippo, Li, Bryan M, Anmella, Gerard, Valenzuela-Pascual, Clàudia, Mas, Ariadna, Pacchiarotti, Isabella, Valentí, Marc, Grande, Iria, Benabarre, Antonio, Garriga, Marina, Vieta, Eduard, Young, Allan H, Lawrie, Stephen M, Whalley, Heather C, Hidalgo-Mazzei, Diego, Vergari, Antonio
Published in arXiv.org (07.11.2023)
Published in arXiv.org (07.11.2023)
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Journal Article
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Turishcheva, Polina, Fahey, Paul G, Vystrčilová, Michaela, Hansel, Laura, Froebe, Rachel, Ponder, Kayla, Qiu, Yongrong, Willeke, Konstantin F, Bashiri, Mohammad, Baikulov, Ruslan, Zhu, Yu, Ma, Lei, Yu, Shan, Huang, Tiejun, Li, Bryan M, De Wulf, Wolf, Kudryashova, Nina, Hennig, Matthias H, Rochefort, Nathalie L, Onken, Arno, Wang, Eric, Ding, Zhiwei, Tolias, Andreas S, Sinz, Fabian H, Ecker, Alexander S
Year of Publication 12.07.2024
Year of Publication 12.07.2024
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Journal Article
Unsupervised Cipher Cracking Using Discrete GANs
Gomez, Aidan N, Huang, Sicong, Zhang, Ivan, Li, Bryan M, Muhammad Osama, Kaiser, Lukasz
Published in arXiv.org (15.01.2018)
Published in arXiv.org (15.01.2018)
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Journal Article
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
Turishcheva, Polina, Fahey, Paul G, Vystrčilová, Michaela, Hansel, Laura, Froebe, Rachel, Ponder, Kayla, Qiu, Yongrong, Willeke, Konstantin F, Bashiri, Mohammad, Baikulov, Ruslan, Zhu, Yu, Ma, Lei, Yu, Shan, Huang, Tiejun, Li, Bryan M, Wolf De Wulf, Kudryashova, Nina, Hennig, Matthias H, Rochefort, Nathalie L, Onken, Arno, Wang, Eric, Ding, Zhiwei, Tolias, Andreas S, Sinz, Fabian H, Ecker, Alexander S
Published in arXiv.org (12.07.2024)
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Published in arXiv.org (12.07.2024)
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