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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
760
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
746
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
1,004
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
101
Downloads
687
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
435
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
81
Downloads
768
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
272
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
303
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
72
Downloads
538
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
6
Downloads
50
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
20
Downloads
178
Views
Citations
Underdetermined Blind Mixing Matrix Estimation Using STWP Analysis for Speech Source Signals
(Articles)
Behzad Mozaffari Tazehkand
,
Mohammad Ali Tinati
Wireless Sensor Network
Vol.2 No.11
, November 22, 2010
DOI:
10.4236/wsn.2010.211103
5,620
Downloads
10,194
Views
Citations
Comparative Assessment on the Performance of Open-Loop and Closed-Loop IFOGs
(Articles)
Mohammad Reza Nasiri-Avanaki
,
Vahid Soleimani
,
Rohollah Mazrae-Khoshki
Optics and Photonics Journal
Vol.2 No.1
, March 28, 2012
DOI:
10.4236/opj.2012.21004
6,925
Downloads
12,739
Views
Citations
A New Improved Symbol Mapper/8-Ary Constellation for BICM-ID
(Articles)
Slimane Benmahmoud
,
Ali Djebbari
Wireless Engineering and Technology
Vol.4 No.2
, April 16, 2013
DOI:
10.4236/wet.2013.42010
4,591
Downloads
7,658
Views
Citations
Comparative Study and Analysis of Performances among RNS, DBNS, TBNS and MNS for DSP Applications
(Articles)
Rakhi Roy
,
Debanjana Datta
,
Somnath Bhagat
,
Sangita Saha
,
Amitabha Sinha
Journal of Signal and Information Processing
Vol.6 No.2
, March 27, 2015
DOI:
10.4236/jsip.2015.62005
3,872
Downloads
5,051
Views
Citations
Linked Data Based Framework for Tourism Decision Support System: Case Study of Chinese Tourists in Switzerland
(Articles)
Zhan Liu
,
Anne Le Calvé
,
Fabian Cretton
,
Nicole Glassey Balet
,
Maria Sokhn
,
Nicolas Délétroz
Journal of Computer and Communications
Vol.3 No.5
, May 25, 2015
DOI:
10.4236/jcc.2015.35015
4,500
Downloads
6,209
Views
Citations
Comparative Influence of Dehulling on the Composition, Antioxidative and Functional Properties of Sorrel (
Hibiscus sabdariffa
L.) Seed
(Articles)
Helen N. Ayo-Omogie
,
Abimbola A. Osanbikan
Food and Nutrition Sciences
Vol.10 No.2
, February 2, 2019
DOI:
10.4236/fns.2019.102012
1,340
Downloads
2,844
Views
Citations
This article belongs to the Special Issue on
Food Science and Technology
3D Printing Role in Filling the Critical Gap in the Medical Supply Chain during COVID-19 Pandemic
(Articles)
Mohsen Attaran
American Journal of Industrial and Business Management
Vol.10 No.5
, May 26, 2020
DOI:
10.4236/ajibm.2020.105066
5,867
Downloads
9,566
Views
Citations
“People of Different Moral Convictions Cannot Get Along”: The Effects of Perception of Colleague’s Unethical Pro-Organization on Other Employees’ Interpersonal Facilitation
(Articles)
Biyao Chen
Journal of Human Resource and Sustainability Studies
Vol.9 No.1
, March 4, 2021
DOI:
10.4236/jhrss.2021.91004
634
Downloads
1,801
Views
Citations
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