Machine Learning Algorithms and Software Tools for Early Detection and Prognosis of Schizophrenia

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ORIGINAL RESEARCH

Published on 06 May 2025

Neuron-specific enolase in patients with acute and chronic schizophrenia, diversity of approaches: marker of neuronal death, neurodegeneration or neurodevelopmental theory in schizophrenia? a single-center case-control study

Alicja Sierakowska
Ewa Niewiadomska
Sebastian Łabuda
Anna Bieniasiewicz
Mateusz Roszak
Beata Łabuz-Roszak

doi 10.3389/fpsyt.2025.1520192

862 views

BRIEF RESEARCH REPORT

Published on 17 Mar 2025

Detection of formal thought disorders in child and adolescent psychosis using machine learning and neuropsychometric data

Przemysław T. Zakowicz
Maksymilian A. Brzezicki
Charalampos Levidiotis
Sojeong Kim
Oskar Wejkuć
Zuzanna Wisniewska
Dominika Biernaczyk
Barbara Remberk

doi 10.3389/fpsyt.2025.1550571

838 views

ORIGINAL RESEARCH

Published on 26 Feb 2025

Deep multimodal representations and classification of first-episode psychosis via live face processing

Rahul Singh
Yanlei Zhang
Dhananjay Bhaskar
Vinod Srihari
Cenk Tek
Xian Zhang
J. Adam Noah
Smita Krishnaswamy
Joy Hirsch

doi 10.3389/fpsyt.2025.1518762

1,266 views

BRIEF RESEARCH REPORT

Published on 15 Jan 2025

Predicting conversion to psychosis using machine learning: response to Cannon

Jason Smucny
Tyrone D. Cannon
Carrie E. Bearden
Jean Addington
Kristen S. Cadenhead
Barbara A. Cornblatt
Matcheri Keshavan
Daniel H. Mathalon
Diana O. Perkins
4 more
Cameron S. Carter

doi 10.3389/fpsyt.2024.1520173

825 views

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Frontiers in Computational Neuroscience

Frontiers in Computational Neuroscience

Participating Journals

Frontiers in Artificial Intelligence
- Medicine and Public Health
- 3.0 impact factor
- 6.1 citescore
Frontiers in Big Data
- Medicine and Public Health
- 2.4 impact factor
- 5.2 citescore
Frontiers in Psychiatry
- Schizophrenia
- Computational Psychiatry
- 3.2 impact factor
- 6.2 citescore

Manuscripts can be submitted to this Research Topic via the main journal or any other participating journal.

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6,288Topic views
3,700Article views
886Article downloads