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Predicting Bipolar Disorder Treatment Outcomes with Machine Learning: A Comprehensive Evaluation of Random Forest, Gradient Boosting, and Ensemble Approaches
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.12 No.2
, February 19, 2025
DOI:
10.4236/oalib.1112897
91
Downloads
758
Views
Citations
A Machine Learning Approach to Predicting Treatment Outcomes in Bipolar Depression with OCD Comorbidity
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.12 No.2
, February 28, 2025
DOI:
10.4236/oalib.1112894
74
Downloads
740
Views
Citations
Optimization of Process Parameters for Single Cell Protein Production from
Trichoderma
atroviride
Strain Using Cassava Peel Substrates
(Articles)
Linda Carol Sitati
,
Joseph Wafula Matofari
,
John Masani Nduko
Food and Nutrition Sciences
Vol.16 No.5
, May 26, 2025
DOI:
10.4236/fns.2025.165029
116
Downloads
999
Views
Citations
Assessing the Quality of Examination Questions in Medical Education: A Classical Test and Item Response Theory Approach in a Morphology Course
(Articles)
Ângela Tavares Paes
,
Danielle Tamashiro Duarte
,
Natália Oliveira Feitosa
,
Marcella M. Ceratti
,
Felipe Prieto Siqueira
,
Pedro Afonso Liberato
,
Carlos Augusto Cardim de Oliveira
Creative Education
Vol.16 No.6
, June 30, 2025
DOI:
10.4236/ce.2025.166058
100
Downloads
686
Views
Citations
This article belongs to the Special Issue on
Medical Education and Health Education
Comparative Response of Immune System Activation in Patients in the Postoperative Period: A Study of Antibacterial Therapy versus Radonized Water from Tskaltubo
(Articles)
Zurab Shekiladze
,
Giorgi Gogiberidze
,
Davit Zurabashvili
,
Sofo Chikobava
,
Davit Natadze
,
Marine Nikolaishvili
Journal of Biosciences and Medicines
Vol.13 No.7
, July 23, 2025
DOI:
10.4236/jbm.2025.137018
54
Downloads
269
Views
Citations
Predicting Antidepressant Treatment Response Using Machine Learning: A Multimodal Analysis of Clinical and Genetic Data
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.12 No.8
, August 20, 2025
DOI:
10.4236/oalib.1113958
55
Downloads
420
Views
Citations
Total Neoadjuvant Treatment in Locally Advanced Rectal Cancer: A Comparative Study of PRODIGE 23 versus RAPIDO Protocols
(Articles)
Ouiame El Meliani
,
Kaoutar Maadin
,
Najlae Demnati Sadki
,
Mohamed Tariq Saoudi
,
Hind Majd
,
Lamiae Amaadour
,
Karima Oualla
,
Zineb Benbrahim
,
Samia Arifi
,
Nawfel Mellas
Journal of Cancer Therapy
Vol.16 No.9
, September 18, 2025
DOI:
10.4236/jct.2025.169024
80
Downloads
764
Views
Citations
Comparison of the Efficacy of Ultrasound-Guided Catheter Drainage Combined with Prednisone and Traditional Incision and Drainage Techniques in the Treatment of Abscess-Type Non-Lactational Mastitis
(Articles)
Aoli Huang
,
Jinli Wang
,
Dengfeng Chen
Surgical Science
Vol.16 No.10
, October 27, 2025
DOI:
10.4236/ss.2025.1610043
27
Downloads
269
Views
Citations
Curriculum Reform and Practice Supporting the Cultivation of “Safety and Emergency Response” Specialized Management Talent: A Case Study of the Emergency Logistics Management Course
(Articles)
Di Yao
,
Ying Qiu
,
Liyan Liu
Creative Education
Vol.16 No.10
, October 27, 2025
DOI:
10.4236/ce.2025.1610104
46
Downloads
298
Views
Citations
Complicated Gastroschisis with Progressive Fetal Bowel Dilatation: A Case Report
(Articles)
Basma Alsayegh
,
Omar Taso
,
Alaa Dreidi
,
Ahmed Alzubi
,
Suhib Alzwaherh
Open Journal of Obstetrics and Gynecology
Vol.16 No.1
, December 31, 2025
DOI:
10.4236/ojog.2026.161002
70
Downloads
532
Views
Citations
Hybrid Mechanistic-Machine Learning Models of Neurotransmitter Dynamics: Integrating Biological Knowledge with Deep Learning for Drug Response Prediction and Disease Mechanism Discovery
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 27, 2026
DOI:
10.4236/oalib.1115351
5
Downloads
42
Views
Citations
Solar Modulation of Galactic Cosmic Rays and Its Impact on Global Methane Variability
(Articles)
Chijioke Onyia
,
Chukwujekwu Nworah Ofodum
,
Henry Onyedikachi Ezugwu
,
Uju Sonia Akubue
,
Monday Abonyi Ugwuanyi
,
Mercy H. Ezenwugo
,
Ngozi Dyian Ugwuozor
,
Emeka Michael Madike
,
Nnamdi M. Ezeoyili
,
Nnamdi Mellitus Agbo
,
Okolo Obinna
,
Kwenyeluchi Jennifer Oluka
,
Chimezie Bright Abugu
,
Chioma Jecinta Ani
,
Chidimma Juliet Nwachukwu
,
Chinwendu Sandra Osita-Okoh
,
Bonaventure I. Okere
Atmospheric and Climate Sciences
Vol.16 No.3
, May 29, 2026
DOI:
10.4236/acs.2026.163030
18
Downloads
151
Views
Citations
A Model with Traffic Routers, Dynamically Managing Signal Phases to Address Traffic Congestion in Real Time
(Articles)
Rajendra S. Parmar
,
Bhushan Trivedi
,
Aleksandar Stevanovic
Journal of Transportation Technologies
Vol.8 No.1
, January 12, 2018
DOI:
10.4236/jtts.2018.81005
1,229
Downloads
3,083
Views
Citations
Unraveling Mystique: Long-Delay Echoes; Anomalous Propagation of Radar Signals under the Influence of Unidentified Anomalous Phenomena
(Articles)
John Tedesco
,
Gerald Thomas Tedesco
Open Journal of Applied Sciences
Vol.14 No.12
, December 25, 2024
DOI:
10.4236/ojapps.2024.1412238
312
Downloads
4,563
Views
Citations
Fault Detection Based on Hierarchical Cluster Analysis in Wide Area Backup Protection System
(Articles)
Yagang ZHANG
,
Jinfang ZHANG
,
Jing MA
,
Zengping WANG
Energy and Power Engineering
Vol.1 No.1
, August 18, 2009
DOI:
10.4236/epe.2009.11004
6,025
Downloads
10,706
Views
Citations
Real Time Prosody Modification
(Articles)
Krothapalli Sreenivasa Rao
Journal of Signal and Information Processing
Vol.1 No.1
, December 1, 2010
DOI:
10.4236/jsip.2010.11006
5,491
Downloads
9,984
Views
Citations
Cognitive Radio Sensor Node Empowered Mobile Phone for Explosive Trace Detection
(Articles)
Swagata Roy Chatterjee
,
Mohuya Chakraborty
,
Jayanta Chakraborty
International Journal of Communications, Network and System Sciences
Vol.4 No.1
, January 28, 2011
DOI:
10.4236/ijcns.2011.41004
7,089
Downloads
13,837
Views
Citations
The Behaviour of Vertical Bell Laboratories Layered Space-Time Algorithm Combined with Multiuser Detection Schemes in Wireless Communication System
(Articles)
Ayodeji James Bamisaye
,
Olugbenga Kayode Ogidan
,
Babatope Osalope
Communications and Network
Vol.3 No.2
, May 19, 2011
DOI:
10.4236/cn.2011.32007
5,402
Downloads
10,876
Views
Citations
An Integrated Face Tracking and Facial Expression Recognition System
(Articles)
Angappan Geetha
,
Venkatachalam Ramalingam
,
Sengottaiyan Palanivel
Journal of Intelligent Learning Systems and Applications
Vol.3 No.4
, November 29, 2011
DOI:
10.4236/jilsa.2011.34023
5,016
Downloads
10,544
Views
Citations
Composition, Stability and Probable Structure of a Colourless Organometallic Complex (Gd(III)-Malic Acid)
(Articles)
Mohammed Riri
,
Oussama Kamal
,
Abdelkhalek Benjjar
,
Farid Serdaoui
,
Miloudi Hlaibi
Open Journal of Physical Chemistry
Vol.3 No.1
, February 19, 2013
DOI:
10.4236/ojpc.2013.31007
4,580
Downloads
8,119
Views
Citations
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