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Deep Learning Classification of Treatment-Emergent Mania Following Antidepressant Initiation in Bipolar II Disorder: A Synthetic-Data Proof-of-Concept Using Longitudinal and Episode-Feature Attention
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.8
, August 24, 2026
DOI:
10.4236/oalib.1115671
17
Downloads
65
Views
Citations
Pre-Initiation Prediction of Antidepressant-Associated Cycle Acceleration in Bipolar Disorder: A Synthetic Proof-of-Concept Study
(Articles)
Rocco De Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.8
, August 31, 2026
DOI:
10.4236/oalib.1115670
11
Downloads
51
Views
Citations
Amphetamine Versus Non Amphetamine-Related First Episode Psychosis in Saudi Arabian Patients
(Articles)
Ehab Said EL Desoky
,
Ashraf M A El-Tantawy
,
Yasser M. Raya
,
Abdulhameed Al-Yahya
Pharmacology & Pharmacy
Vol.2 No.3
, July 26, 2011
DOI:
10.4236/pp.2011.23013
5,210
Downloads
11,392
Views
Citations
Improving Model Specifications When Estimating Treatment Effects across Alternative Medical Interventions
(Articles)
Yawen Jiang
,
Jeffrey McCombs
Open Journal of Statistics
Vol.4 No.10
, November 18, 2014
DOI:
10.4236/ojs.2014.410081
3,496
Downloads
4,436
Views
Citations
This article belongs to the Special Issue on
Statistical Modeling and Computation
Study of negatives symptoms in first episode schizophrenia
(Articles)
Vivek Bambole
,
Nilesh Shah
,
Shushma Sonavane
,
Megan Johnston
,
Amresh Shrivastava
Open Journal of Psychiatry
Vol.3 No.3
, June 28, 2013
DOI:
10.4236/ojpsych.2013.33033
5,339
Downloads
9,076
Views
Citations
Determining the Relative Age of Fault Activity through Analyses of Gouge Mineralogy and Geochemistry: A Case Study from Vápenná (Rychleby Mts), Czech Republic
(Articles)
Lucie Nováková
,
Pavel Hájek
,
Martin Stastny
International Journal of Geosciences
Vol.1 No.2
, August 24, 2010
DOI:
10.4236/ijg.2010.12009
7,188
Downloads
15,640
Views
Citations
Integrated Review of Lifestyle Interventions Targeting Diet and Exercise in Early or First-Episode Psychosis
(Articles)
Chris Griffiths
,
Farah Hina
Open Journal of Psychiatry
Vol.11 No.4
, September 30, 2021
DOI:
10.4236/ojpsych.2021.114021
548
Downloads
2,252
Views
Citations
The Recent Droughts of 2019/20 in Southern Africa and Its Teleconnection with ENSO Events
(Articles)
Berhanu F. Alemaw
Atmospheric and Climate Sciences
Vol.12 No.2
, March 14, 2022
DOI:
10.4236/acs.2022.122015
391
Downloads
1,983
Views
Citations
A Glimpse into Advances in Archaeological Research in North-Central Uruguay
(Articles)
Hugo G. Nami
Archaeological Discovery
Vol.8 No.2
, March 13, 2020
DOI:
10.4236/ad.2020.82009
4,609
Downloads
12,809
Views
Citations
Atmospheric Trajectory and Chemical Transport Modelling for Elevated Ozone Events in Denmark
(Articles)
Alexander Mahura
,
Roman Nuterman
,
Irina Petrova
,
Bjarne Amstrup
Atmospheric and Climate Sciences
Vol.3 No.1
, January 30, 2013
DOI:
10.4236/acs.2013.31011
3,590
Downloads
6,607
Views
Citations
Determinant of Health Care Utilization Behavior in Households in the City of Abidjan during an Episode of Illness
(Articles)
Maïmouna Ymba
Open Access Library Journal
Vol.9 No.6
, June 30, 2022
DOI:
10.4236/oalib.1108913
152
Downloads
1,448
Views
Citations
Developing a Screening Chart for Distinguishing Unipolar from Bipolar Depression during the Index Depressive Episode
(Articles)
Vladimir Simov
Open Journal of Psychiatry
Vol.15 No.2
, March 5, 2025
DOI:
10.4236/ojpsych.2025.152007
118
Downloads
648
Views
Citations
A Multimodal Deep Learning Framework for Early Detection, Mood State Classification, and Episode Prediction in Bipolar Disorder
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 29, 2026
DOI:
10.4236/oalib.1115345
37
Downloads
308
Views
Citations
Heterogeneous Graph Neural Network Modelling of Mood Episode Recurrence in Bipolar Disorder: A Proof-of-Concept Simulation Study of Temporal, Pharmacological, and Social-Rhythm Relations
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.8
, August 27, 2026
DOI:
10.4236/oalib.1115679
10
Downloads
42
Views
Citations
Transformer-Based Multimodal Prediction of Depressive Episode Onset in Bipolar Disorder from Simulated 30-Day Digital Phenotyping Streams: A Proof-of-Concept Study of Actigraphy, HRV, and Smartphone Behaviour
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.8
, August 27, 2026
DOI:
10.4236/oalib.1115678
10
Downloads
53
Views
Citations
Effective Age of the Universe: A Relativistic Reformulation of Cosmological Dynamics
(Articles)
Jami Hossain
Journal of High Energy Physics, Gravitation and Cosmology
Vol.12 No.2
, April 20, 2026
DOI:
10.4236/jhepgc.2026.122057
31
Downloads
498
Views
Citations
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