Zobrazeno 1 - 10
of 1 412
pro vyhledávání: '"de Bartolomeis, A."'
Randomized trials are considered the gold standard for making informed decisions in medicine, yet they often lack generalizability to the patient populations in clinical practice. Observational studies, on the other hand, cover a broader patient popu
Externí odkaz:
http://arxiv.org/abs/2404.18905
In the era of fast-paced precision medicine, observational studies play a major role in properly evaluating new treatments in clinical practice. Yet, unobserved confounding can significantly compromise causal conclusions drawn from non-randomized dat
Externí odkaz:
http://arxiv.org/abs/2312.03871
Adversarial attacks pose significant threats to deploying state-of-the-art classifiers in safety-critical applications. Two classes of methods have emerged to address this issue: empirical defences and certified defences. Although certified defences
Externí odkaz:
http://arxiv.org/abs/2306.06995
Autor:
Yuchao Jiang, Cheng Luo, Jijun Wang, Lena Palaniyappan, Xiao Chang, Shitong Xiang, Jie Zhang, Mingjun Duan, Huan Huang, Christian Gaser, Kiyotaka Nemoto, Kenichiro Miura, Ryota Hashimoto, Lars T. Westlye, Genevieve Richard, Sara Fernandez-Cabello, Nadine Parker, Ole A. Andreassen, Tilo Kircher, Igor Nenadić, Frederike Stein, Florian Thomas-Odenthal, Lea Teutenberg, Paula Usemann, Udo Dannlowski, Tim Hahn, Dominik Grotegerd, Susanne Meinert, Rebekka Lencer, Yingying Tang, Tianhong Zhang, Chunbo Li, Weihua Yue, Yuyanan Zhang, Xin Yu, Enpeng Zhou, Ching-Po Lin, Shih-Jen Tsai, Amanda L. Rodrigue, David Glahn, Godfrey Pearlson, John Blangero, Andriana Karuk, Edith Pomarol-Clotet, Raymond Salvador, Paola Fuentes-Claramonte, María Ángeles Garcia-León, Gianfranco Spalletta, Fabrizio Piras, Daniela Vecchio, Nerisa Banaj, Jingliang Cheng, Zhening Liu, Jie Yang, Ali Saffet Gonul, Ozgul Uslu, Birce Begum Burhanoglu, Aslihan Uyar Demir, Kelly Rootes-Murdy, Vince D. Calhoun, Kang Sim, Melissa Green, Yann Quidé, Young Chul Chung, Woo-Sung Kim, Scott R. Sponheim, Caroline Demro, Ian S. Ramsay, Felice Iasevoli, Andrea de Bartolomeis, Annarita Barone, Mariateresa Ciccarelli, Arturo Brunetti, Sirio Cocozza, Giuseppe Pontillo, Mario Tranfa, Min Tae M. Park, Matthias Kirschner, Foivos Georgiadis, Stefan Kaiser, Tamsyn E. Van Rheenen, Susan L. Rossell, Matthew Hughes, William Woods, Sean P. Carruthers, Philip Sumner, Elysha Ringin, Filip Spaniel, Antonin Skoch, David Tomecek, Philipp Homan, Stephanie Homan, Wolfgang Omlor, Giacomo Cecere, Dana D. Nguyen, Adrian Preda, Sophia I. Thomopoulos, Neda Jahanshad, Long-Biao Cui, Dezhong Yao, Paul M. Thompson, Jessica A. Turner, Theo G. M. van Erp, Wei Cheng, ENIGMA Schizophrenia Consortium, Jianfeng Feng, ZIB Consortium
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract Machine learning can be used to define subtypes of psychiatric conditions based on shared biological foundations of mental disorders. Here we analyzed cross-sectional brain images from 4,222 individuals with schizophrenia and 7038 healthy su
Externí odkaz:
https://doaj.org/article/76bdd81832814fb8a0f1d01e09c35de4
Autor:
Carmine Tomasetti, G. Autullo, A. Ballerini, A. de Bartolomeis, B. Dell’Osso, A. Fiorentini, F. Tonioni, V. Villari, D. De Berardis
Publikováno v:
Annals of General Psychiatry, Vol 23, Iss 1, Pp 1-11 (2024)
Abstract Personality disorders (PD) are described as enduring patterns of markedly deviant and pervasive inner experiences and behaviors, with onset in adolescence, which lead to severe distress or impairment. Patients suffering from major depressive
Externí odkaz:
https://doaj.org/article/ca45584907e049d8af752ac6568a8654
Autor:
Martina Garofalo, Giuseppe De Simone, Zoraide Motta, Tommaso Nuzzo, Elisa De Grandis, Claudio Bruno, Silvia Boeri, Maria Pia Riccio, Lucio Pastore, Carmela Bravaccio, Felice Iasevoli, Francesco Salvatore, Loredano Pollegioni, Francesco Errico, Andrea de Bartolomeis, Alessandro Usiello
Publikováno v:
Frontiers in Psychiatry, Vol 15 (2024)
IntroductionSchizophrenia (SCZ) and autism spectrum disorder (ASD) are neurodevelopmental diseases characterized by different psychopathological manifestations and divergent clinical trajectories. Various alterations at glutamatergic synapses have be
Externí odkaz:
https://doaj.org/article/f15656e6e3e6456d83b5d5e3d88c758a
The classic Reinforcement Learning (RL) formulation concerns the maximization of a scalar reward function. More recently, convex RL has been introduced to extend the RL formulation to all the objectives that are convex functions of the state distribu
Externí odkaz:
http://arxiv.org/abs/2202.01511
Autor:
Vellucci, Licia, De Simone, Giuseppe, Morley-Fletcher, Sara, Buonaguro, Elisabetta Filomena, Avagliano, Camilla, Barone, Annarita, Maccari, Stefania, Iasevoli, Felice, de Bartolomeis, Andrea
Publikováno v:
In Progress in Neuropsychopharmacology & Biological Psychiatry 13 July 2024 133
Autor:
Agid, Ofer, Crespo-Facorro, Benedicto, de Bartolomeis, Andrea, Fagiolini, Andrea, Howes, Oliver D., Seppälä, Niko, Correll, Christoph U.
Publikováno v:
In European Neuropsychopharmacology July 2024 84:35-47
Autor:
Fornaro, Michele, Caiazza, Claudio, Rossano, Flavia, Cilmi, Flavia, De Prisco, Michele, Vieta, Eduard, Thompson, Trevor, Solmi, Marco, Carvalho, Andre Ferrer, Iasevoli, Felice, de Bartolomeis, Andrea
Publikováno v:
In European Neuropsychopharmacology April 2024 81:53-63