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Machine Learning Models for Predicting Antidepressant-Induced Mania in Bipolar Disorder: A Synthetic Proof-of-Concept Simulation Study()

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115140 10 Downloads 41 Views
The Relationship between Psychological Control-Behavioral Control and Anxiety: A Psychological Network Analysis Study()

Zihuan Xiong, Biguli Shaheduola, Yue Yu

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115361 4 Downloads 21 Views
A Multimodal Deep Learning Framework for Early Detection, Mood State Classification, and Episode Prediction in Bipolar Disorder()

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115345 2 Downloads 17 Views
A Multimodal Deep Learning Framework for Continuous Mood Monitoring and Episode Prediction in Bipolar Disorder()

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115346 0 Downloads 13 Views
Machine Learning Prediction of Aggression Risk in Psychiatric Patients: A Multi-Modal Approach Integrating Clinical History, Behavioural Patterns, and Physiological Signals()

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115141 2 Downloads 16 Views
A Multimodal Machine Learning Framework for Detecting and Attributing Medication-Induced Cognitive Impairment in Psychiatric Patients()

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115347 0 Downloads 12 Views

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