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1.

The AI revolution in chemistry is not that far away.

Ballester, Pedro J.

Nature ; 624(7991): 252, 2023 Dec.

Artículo en Inglés | MEDLINE | ID: mdl-38086935

2.

The impact of compound library size on the performance of scoring functions for structure-based virtual screening.

Fresnais, Louison; Ballester, Pedro J.

Brief Bioinform ; 22(3)2021 05 20.

Artículo en Inglés | MEDLINE | ID: mdl-32568385

3.

A gentle introduction to understanding preclinical data for cancer pharmaco-omic modeling.

Piyawajanusorn, Chayanit; Nguyen, Linh C; Ghislat, Ghita; Ballester, Pedro J.

Brief Bioinform ; 22(6)2021 11 05.

Artículo en Inglés | MEDLINE | ID: mdl-34368843

4.

Beware of Simple Methods for Structure-Based Virtual Screening: The Critical Importance of Broader Comparisons.

Tran-Nguyen, Viet-Khoa; Ballester, Pedro J.

J Chem Inf Model ; 63(5): 1401-1405, 2023 03 13.

Artículo en Inglés | MEDLINE | ID: mdl-36848585

5.

Predictors of perceived symptom change with acute cannabis use for mental health conditions in a naturalistic sample: A machine learning approach.

Kuhathasan, Nirushi; Ballester, Pedro L; Minuzzi, Luciano; MacKillop, James; Frey, Benicio N.

Compr Psychiatry ; 122: 152377, 2023 04.

Artículo en Inglés | MEDLINE | ID: mdl-36787672

6.

Open Science and Software Assistance: Commentary on "Artificial Intelligence Can Generate Fraudulent but Authentic-Looking Scientific Medical Articles: Pandora's Box Has Been Opened".

Ballester, Pedro L.

J Med Internet Res ; 25: e49323, 2023 05 31.

Artículo en Inglés | MEDLINE | ID: mdl-37256656

7.

Predictors of suicide attempt in patients with obsessive-compulsive disorder: an exploratory study with machine learning analysis.

Agne, Neusa Aita; Tisott, Caroline Gewehr; Ballester, Pedro; Passos, Ives Cavalcante; Ferrão, Ygor Arzeno.

Psychol Med ; 52(4): 715-725, 2022 03.

Artículo en Inglés | MEDLINE | ID: mdl-32669156

8.

Prediction of suicide attempts in a prospective cohort study with a nationally representative sample of the US population.

Machado, Cristiane Dos Santos; Ballester, Pedro L; Cao, Bo; Mwangi, Benson; Caldieraro, Marco Antonio; Kapczinski, Flávio; Passos, Ives Cavalcante.

Psychol Med ; 52(14): 2985-2996, 2022 10.

Artículo en Inglés | MEDLINE | ID: mdl-33441206

9.

Smartphone-based interventions in bipolar disorder: Systematic review and meta-analyses of efficacy. A position paper from the International Society for Bipolar Disorders (ISBD) Big Data Task Force.

Anmella, Gerard; Faurholt-Jepsen, Maria; Hidalgo-Mazzei, Diego; Radua, Joaquim; Passos, Ives C; Kapczinski, Flavio; Minuzzi, Luciano; Alda, Martin; Meier, Sandra; Hajek, Tomas; Ballester, Pedro; Birmaher, Boris; Hafeman, Danella; Goldstein, Tina; Brietzke, Elisa; Duffy, Anne; Haarman, Benno; López-Jaramillo, Carlos; Yatham, Lakshmi N; Lam, Raymond W; Isometsa, Erkki; Mansur, Rodrigo; McIntyre, Roger S; Mwangi, Benson; Vieta, Eduard; Kessing, Lars Vedel.

Bipolar Disord ; 24(6): 580-614, 2022 09.

Artículo en Inglés | MEDLINE | ID: mdl-35839276

10.

Brain age in mood and psychotic disorders: a systematic review and meta-analysis.

Ballester, Pedro L; Romano, Maria T; de Azevedo Cardoso, Taiane; Hassel, Stefanie; Strother, Stephen C; Kennedy, Sidney H; Frey, Benicio N.

Acta Psychiatr Scand ; 145(1): 42-55, 2022 01.

Artículo en Inglés | MEDLINE | ID: mdl-34510423

11.

Classical scoring functions for docking are unable to exploit large volumes of structural and interaction data.

Li, Hongjian; Peng, Jiangjun; Sidorov, Pavel; Leung, Yee; Leung, Kwong-Sak; Wong, Man-Hon; Lu, Gang; Ballester, Pedro J.

Bioinformatics ; 35(20): 3989-3995, 2019 10 15.

Artículo en Inglés | MEDLINE | ID: mdl-30873528

12.

Depression, Anxiety, and Lifestyle Among Essential Workers: A Web Survey From Brazil and Spain During the COVID-19 Pandemic.

De Boni, Raquel Brandini; Balanzá-Martínez, Vicent; Mota, Jurema Correa; Cardoso, Taiane De Azevedo; Ballester, Pedro; Atienza-Carbonell, Beatriz; Bastos, Francisco I; Kapczinski, Flavio.

J Med Internet Res ; 22(10): e22835, 2020 10 30.

Artículo en Inglés | MEDLINE | ID: mdl-33038075

13.

Unsupervised domain adaptation for medical imaging segmentation with self-ensembling.

Perone, Christian S; Ballester, Pedro; Barros, Rodrigo C; Cohen-Adad, Julien.

Neuroimage ; 194: 1-11, 2019 07 01.

Artículo en Inglés | MEDLINE | ID: mdl-30898655

14.

Artificial intelligence for drug response prediction in disease models.

Ballester, Pedro J; Stevens, Rick; Haibe-Kains, Benjamin; Huang, R Stephanie; Aittokallio, Tero.

Brief Bioinform ; 23(1)2022 01 17.

Artículo en Inglés | MEDLINE | ID: mdl-34655289

15.

Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force.

Passos, Ives C; Ballester, Pedro L; Barros, Rodrigo C; Librenza-Garcia, Diego; Mwangi, Benson; Birmaher, Boris; Brietzke, Elisa; Hajek, Tomas; Lopez Jaramillo, Carlos; Mansur, Rodrigo B; Alda, Martin; Haarman, Bartholomeus C M; Isometsa, Erkki; Lam, Raymond W; McIntyre, Roger S; Minuzzi, Luciano; Kessing, Lars V; Yatham, Lakshmi N; Duffy, Anne; Kapczinski, Flavio.

Bipolar Disord ; 21(7): 582-594, 2019 11.

Artículo en Inglés | MEDLINE | ID: mdl-31465619

16.

Selecting machine-learning scoring functions for structure-based virtual screening.

Ballester, Pedro J.

Drug Discov Today Technol ; 32-33: 81-87, 2019 Dec.

Artículo en Inglés | MEDLINE | ID: mdl-33386098

17.

USR-VS: a web server for large-scale prospective virtual screening using ultrafast shape recognition techniques.

Li, Hongjian; Leung, Kwong-S; Wong, Man-H; Ballester, Pedro J.

Nucleic Acids Res ; 44(W1): W436-41, 2016 Jul 08.

Artículo en Inglés | MEDLINE | ID: mdl-27106057

18.

Precision Psychiatry: The Future Is Now.

Passos, Ives Cavalcante; Ballester, Pedro; Rabelo-da-Ponte, Francisco Diego; Kapczinski, Flavio.

Can J Psychiatry ; 67(1): 21-25, 2022 01.

Artículo en Inglés | MEDLINE | ID: mdl-33757313

19.

Correcting the impact of docking pose generation error on binding affinity prediction.

Li, Hongjian; Leung, Kwong-Sak; Wong, Man-Hon; Ballester, Pedro J.

BMC Bioinformatics ; 17(Suppl 11): 308, 2016 Sep 22.

Artículo en Inglés | MEDLINE | ID: mdl-28185549

20.

Low-Quality Structural and Interaction Data Improves Binding Affinity Prediction via Random Forest.