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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
737
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
115
Downloads
994
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
99
Downloads
683
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
268
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
414
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
79
Downloads
757
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
262
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
45
Downloads
295
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
69
Downloads
526
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
38
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
12
Downloads
121
Views
Citations
The Stretch, Limit and Path Forward for Particle Reinforced Metal Matrix Composites of 7075 Al-Alloys
(Articles)
Rupa Dasgupta
Engineering
Vol.2 No.4
, May 4, 2010
DOI:
10.4236/eng.2010.24034
7,440
Downloads
14,635
Views
Citations
Microscopic Structure of NaCd Compound Forming Binary Molten Alloys
(Articles)
Sujeet Kumar Chatterjee
,
Lokesh Chandra Prasad
,
Ajaya Bhattarai
Materials Sciences and Applications
Vol.2 No.6
, June 24, 2011
DOI:
10.4236/msa.2011.26081
3,928
Downloads
6,809
Views
Citations
Effect of Laser Beam Welding Parameters on Microstructure and Properties of Duplex Stainless Steel
(Articles)
Abdel-Monem El-Batahgy
,
Abdel-Fattah Khourshid
,
Thoria Sharef
Materials Sciences and Applications
Vol.2 No.10
, October 17, 2011
DOI:
10.4236/msa.2011.210195
9,105
Downloads
17,268
Views
Citations
Studies on Al6061-SiC and Al7075-Al
2
O
3
Metal Matrix Composites
(Articles)
G. B. Veeresh Kumar
,
C. S. P. Rao
,
N. Selvaraj
,
M. S. Bhagyashekar
Journal of Minerals and Materials Characterization and Engineering
Vol.9 No.1
, January 20, 2010
DOI:
10.4236/jmmce.2010.91004
15,135
Downloads
28,166
Views
Citations
Investigations on Mechanical and Tribological Behaviour of Particulate Filled Glass Fabric Reinforced Epoxy Composites
(Articles)
Bhadrabasol Revappa Raju
,
Bheemappa Suresha
,
Ragera Parameshwarappa Swamy
,
Bannangadi Swamy Gowda Kanthraju
Journal of Minerals and Materials Characterization and Engineering
Vol.1 No.4
, July 23, 2013
DOI:
10.4236/jmmce.2013.14027
4,496
Downloads
7,331
Views
Citations
Characterization of Tannin-Based Resins from the Barks of
Ficus platyphylla
and of
Vitellaria paradoxa
: Composites’ Performances and Applications
(Articles)
Richard Ntenga
,
Frederic Djoda Pagore
,
Antonio Pizzi
,
Etienne Mfoumou
,
Louis-Max Ayina Ohandja
Materials Sciences and Applications
Vol.8 No.12
, November 20, 2017
DOI:
10.4236/msa.2017.812066
1,284
Downloads
3,050
Views
Citations
Effects of Ultrasonic Waves during Resin Impregnation on the Mechanical Properties of Unidirectional Composite Materials
(Articles)
Yasunari Kuratani
,
Aya Miki
,
Norimichi Nanami
,
Hayato Nakatani
,
Hiroyuki Hamada
Open Journal of Composite Materials
Vol.8 No.1
, December 18, 2017
DOI:
10.4236/ojcm.2018.81001
1,303
Downloads
2,857
Views
Citations
Viscoelastic Evaluation of Different Hyaluronic Acid Based Fillers Using Vibrational Optical Coherence Tomography
(Articles)
Frederick H. Silver
,
Ruchit G. Shah
,
Nikita Kelkar
,
Dominick Benedetto
,
Dale DeVore
,
Justin Cohen
Materials Sciences and Applications
Vol.10 No.5
, May 27, 2019
DOI:
10.4236/msa.2019.105031
1,167
Downloads
3,234
Views
Citations
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