These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
377 related articles for article (PubMed ID: 28728937)
1. The impact of machine learning techniques in the study of bipolar disorder: A systematic review. Librenza-Garcia D; Kotzian BJ; Yang J; Mwangi B; Cao B; Pereira Lima LN; Bermudez MB; Boeira MV; Kapczinski F; Passos IC Neurosci Biobehav Rev; 2017 Sep; 80():538-554. PubMed ID: 28728937 [TBL] [Abstract][Full Text] [Related]
2. Machine learning and big data analytics in bipolar disorder: A position paper from the International Society for Bipolar Disorders Big Data Task Force. Passos IC; Ballester PL; Barros RC; Librenza-Garcia D; Mwangi B; Birmaher B; Brietzke E; Hajek T; Lopez Jaramillo C; Mansur RB; Alda M; Haarman BCM; Isometsa E; Lam RW; McIntyre RS; Minuzzi L; Kessing LV; Yatham LN; Duffy A; Kapczinski F Bipolar Disord; 2019 Nov; 21(7):582-594. PubMed ID: 31465619 [TBL] [Abstract][Full Text] [Related]
3. Identification and individualized prediction of clinical phenotypes in bipolar disorders using neurocognitive data, neuroimaging scans and machine learning. Wu MJ; Mwangi B; Bauer IE; Passos IC; Sanches M; Zunta-Soares GB; Meyer TD; Hasan KM; Soares JC Neuroimage; 2017 Jan; 145(Pt B):254-264. PubMed ID: 26883067 [TBL] [Abstract][Full Text] [Related]
4. Using structural MRI to identify individuals at genetic risk for bipolar disorders: a 2-cohort, machine learning study. Hajek T; Cooke C; Kopecek M; Novak T; Hoschl C; Alda M J Psychiatry Neurosci; 2015 Sep; 40(5):316-24. PubMed ID: 25853284 [TBL] [Abstract][Full Text] [Related]
5. Machine learning approaches for prediction of bipolar disorder based on biological, clinical and neuropsychological markers: A systematic review and meta-analysis. Colombo F; Calesella F; Mazza MG; Melloni EMT; Morelli MJ; Scotti GM; Benedetti F; Bollettini I; Vai B Neurosci Biobehav Rev; 2022 Apr; 135():104552. PubMed ID: 35120970 [TBL] [Abstract][Full Text] [Related]
6. Machine learning applied to the prediction of relapse, hospitalization, and suicide in bipolar disorder using neuroimaging and clinical data: A systematic review. Amanollahi M; Jameie M; Looha MA; A Basti F; Cattarinussi G; Moghaddam HS; Di Camillo F; Akhondzadeh S; Pigoni A; Sambataro F; Brambilla P; Delvecchio G J Affect Disord; 2024 Sep; 361():778-797. PubMed ID: 38908556 [TBL] [Abstract][Full Text] [Related]
7. Will machine learning applied to neuroimaging in bipolar disorder help the clinician? A critical review and methodological suggestions. Claude LA; Houenou J; Duchesnay E; Favre P Bipolar Disord; 2020 Jun; 22(4):334-355. PubMed ID: 32108409 [TBL] [Abstract][Full Text] [Related]
8. The use of machine learning techniques in trauma-related disorders: a systematic review. Ramos-Lima LF; Waikamp V; Antonelli-Salgado T; Passos IC; Freitas LHM J Psychiatr Res; 2020 Feb; 121():159-172. PubMed ID: 31830722 [TBL] [Abstract][Full Text] [Related]
9. The Role of Machine Learning in Diagnosing Bipolar Disorder: Scoping Review. Jan Z; Ai-Ansari N; Mousa O; Abd-Alrazaq A; Ahmed A; Alam T; Househ M J Med Internet Res; 2021 Nov; 23(11):e29749. PubMed ID: 34806996 [TBL] [Abstract][Full Text] [Related]
10. A proof of concept machine learning analysis using multimodal neuroimaging and neurocognitive measures as predictive biomarker in bipolar disorder. Achalia R; Sinha A; Jacob A; Achalia G; Kaginalkar V; Venkatasubramanian G; Rao NP Asian J Psychiatr; 2020 Apr; 50():101984. PubMed ID: 32143176 [TBL] [Abstract][Full Text] [Related]
11. Individualized identification of euthymic bipolar disorder using the Cambridge Neuropsychological Test Automated Battery (CANTAB) and machine learning. Wu MJ; Passos IC; Bauer IE; Lavagnino L; Cao B; Zunta-Soares GB; Kapczinski F; Mwangi B; Soares JC J Affect Disord; 2016 Mar; 192():219-25. PubMed ID: 26748737 [TBL] [Abstract][Full Text] [Related]
12. Systematic Review of Digital Phenotyping and Machine Learning in Psychosis Spectrum Illnesses. Benoit J; Onyeaka H; Keshavan M; Torous J Harv Rev Psychiatry; 2020; 28(5):296-304. PubMed ID: 32796192 [TBL] [Abstract][Full Text] [Related]
13. Application of machine learning in diagnostic value of mRNAs for bipolar disorder. Wu X; Zhu L; Zhao Z; Xu B; Yang J; Long J; Su L Nord J Psychiatry; 2022 Feb; 76(2):81-88. PubMed ID: 34156910 [TBL] [Abstract][Full Text] [Related]
14. Implementing machine learning in bipolar diagnosis in China. Ma Y; Ji J; Huang Y; Gao H; Li Z; Dong W; Zhou S; Zhu Y; Dang W; Zhou T; Yu H; Yu B; Long Y; Liu L; Sachs G; Yu X Transl Psychiatry; 2019 Nov; 9(1):305. PubMed ID: 31740657 [TBL] [Abstract][Full Text] [Related]
15. Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review. Lee Y; Ragguett RM; Mansur RB; Boutilier JJ; Rosenblat JD; Trevizol A; Brietzke E; Lin K; Pan Z; Subramaniapillai M; Chan TCY; Fus D; Park C; Musial N; Zuckerman H; Chen VC; Ho R; Rong C; McIntyre RS J Affect Disord; 2018 Dec; 241():519-532. PubMed ID: 30153635 [TBL] [Abstract][Full Text] [Related]
17. The role of cognitive functions in the diagnosis of bipolar disorder: A machine learning model. Sonkurt HO; Altınöz AE; Çimen E; Köşger F; Öztürk G Int J Med Inform; 2021 Jan; 145():104311. PubMed ID: 33202371 [TBL] [Abstract][Full Text] [Related]
18. Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder. Frangou S; Dima D; Jogia J Neuroimage; 2017 Jan; 145(Pt B):230-237. PubMed ID: 27622393 [TBL] [Abstract][Full Text] [Related]
19. Risk factors for suicide in bipolar disorder: a systematic review. Costa Lda S; Alencar ÁP; Nascimento Neto PJ; dos Santos Mdo S; da Silva CG; Pinheiro Sde F; Silveira RT; Bianco BA; Pinheiro RF; de Lima MA; Reis AO; Rolim Neto ML J Affect Disord; 2015 Jan; 170():237-54. PubMed ID: 25261630 [TBL] [Abstract][Full Text] [Related]
20. Distinguishing medication-free subjects with unipolar disorder from subjects with bipolar disorder: state matters. Rive MM; Redlich R; Schmaal L; Marquand AF; Dannlowski U; Grotegerd D; Veltman DJ; Schene AH; Ruhé HG Bipolar Disord; 2016 Nov; 18(7):612-623. PubMed ID: 27870505 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]