Treatment Response Prediction - Articles - Scientific Research Publishing

Advanced Machine Learning Models for Gender-Specific Antidepressant Response Prediction: Overcoming Data Imbalance for Precision Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 17, 2025

DOI: 10.4236/oalib.1112895 80 Downloads 515 Views Citations
Federated Learning for Treatment Response Prediction in Bipolar Disorder: A Simulation-Based Institutional Study (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 18, 2025

DOI: 10.4236/oalib.1113954 34 Downloads 369 Views Citations
A Hybrid CNN-LSTM Variational Autoencoder for Treatment Response Prediction in Synthetic Psychiatric Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 15, 2026

DOI: 10.4236/oalib.1114442 48 Downloads 321 Views Citations
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 92 Downloads 786 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 774 Views Citations
A Counterfactual Explainability Framework for Transparent, Actionable, and Clinician Validated Psychiatric Treatment Decision Support (Articles)

Rocco de Filippis, Abdullah Al Foysal

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

DOI: 10.4236/oalib.1115348 21 Downloads 105 Views Citations
Predicting Treatment Response in Bipolar Disorder Using Biomarker Profiles and Machine Learning Models (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 18, 2025

DOI: 10.4236/oalib.1113871 52 Downloads 518 Views Citations
Multi-Task Deep Learning for Predicting Depression Severity and Treatment Response Using Synthetic Neuroimaging: A Fully Controlled Simulation Framework (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 22, 2025

DOI: 10.4236/oalib.1113955 41 Downloads 400 Views Citations
A Predictive Model for Pathologic Complete Response in Breast Cancer Patients Treated with Neoadjuvant Chemotherapy Using Machine Learning (Articles)

Isaac Kim, Kwanbum Lee, Seung Ah Lee, Yeon Hee Park, Seung Ki Kim

Advances in Breast Cancer Research Vol.10 No.4, August 26, 2021

DOI: 10.4236/abcr.2021.104012 451 Downloads 1,939 Views Citations
Treatment 2.0 Pilot in Vietnam—Early Progress and Challenges (Articles)

Duc Duong Bui, Fabio Mesquita, Thi Nhan Do, Masaya Kato, Thi Thuy Van Nguyen, Thi Minh Thu Nguyen, Adrienne Poon

World Journal of AIDS Vol.2 No.2, June 15, 2012

DOI: 10.4236/wja.2012.22009 5,291 Downloads 9,141 Views Citations
Risk Prediction Model for Surgical Treatment of Ruptured Corpus Luteum in the Ovary (Articles)

Yuqi Qiu, Sufei Wang, Yong Chen, Wenrong He, Xiaowen Wang

Yangtze Medicine Vol.7 No.2, May 11, 2023

DOI: 10.4236/ym.2023.72007 240 Downloads 1,550 Views Citations
Research Progress on Efficacy Prediction of Radioiodine Therapy in Differentiated Thyroid Cancer (Articles)

Zhiyue Tang, Hua Pang

Journal of Biosciences and Medicines Vol.14 No.4, April 30, 2026

DOI: 10.4236/jbm.2026.144029 32 Downloads 143 Views Citations
Prediction and Analysis of Total Nitrogen in a Sewage Treatment Plant Effluent (Articles)

Kemeng Xue

Open Journal of Modelling and Simulation Vol.12 No.4, October 21, 2024

DOI: 10.4236/ojmsi.2024.124008 177 Downloads 789 Views Citations
Predictors of Complete Early Virological Response to Pegylated Interferon and Ribavirin in Egyptian Patients with Chronic Hepatitis C Genotype 4 (Articles)

Gamal El Din Esmat Gamil, Maissa El Said El Raziky, Rabab Maamoun Salama, Wafaa Ahmed El Akel, Waleed Fouad Fathalah, Dina Ismail Attia

Advances in Infectious Diseases Vol.3 No.2, June 5, 2013

DOI: 10.4236/aid.2013.32012 4,612 Downloads 8,356 Views Citations
Assessment of Global Fatigue in Multiple Sclerosis: A Spanish Language Version of the CGI and PGI Fatigue Scales (Articles)

Steven D. Targum, Pablo Richly, Vladimiro Sinay, Daniel Goldberg-Zimring, Facundo Manes

Neuroscience and Medicine Vol.4 No.3, September 10, 2013

DOI: 10.4236/nm.2013.43022 4,611 Downloads 7,068 Views Citations
An Hybrid Model for Rectal Tumour Response Prediction during Radiotherapy (Articles)

Sena Apeke, Laurent Gaubert, Nicolas Boussion, Dimitris Visvikis, Olivier Saut, Thierry Colin, Philippe Lambin, Vincent Rodin, Pascal Redou

Open Journal of Biophysics Vol.12 No.4, October 28, 2022

DOI: 10.4236/ojbiphy.2022.124012 275 Downloads 1,053 Views Citations
Germination Response of African Crabwood Seeds (Carapa grandiflora Sprague) as Influenced by Three Pre-Germination Treatments in the Bamenda Highlands, Cameroon (Articles)

Walter Ndam Tacham, Christiana Ngyeti Nyikob Mbogue, Doreen Yetina Nkwain, Francoline Jong Nkemnkeng, Jane Iyinji Anyi, Mendi Grace Anjah

Open Access Library Journal Vol.12 No.12, December 26, 2025

DOI: 10.4236/oalib.1114412 33 Downloads 245 Views Citations
Correlation between Pathological Staging of Membranous Nephropathy and PLA2R Antigen Expression and Its Predictive Value for Treatment Response (Articles)

Fengling Lu, Wen Huang, Shengxue Liao, Taoxian Yang, Jin Cen

Natural Science Vol.18 No.1, January 22, 2026

DOI: 10.4236/ns.2026.181001 97 Downloads 422 Views Citations
Modeling Incident Duration Using Lasso and Ridge Regressions (Articles)

Zhubin Najafi, Hualiang Teng

Journal of Transportation Technologies Vol.16 No.1, December 8, 2025

DOI: 10.4236/jtts.2026.161004 80 Downloads 339 Views Citations
Risk Prediction Model and Early Recommendation for Postoperative Recurrence of Breast Cancer Patients in Tanzania (Articles)

Asha Khatib Iddi, Siyu Zhang, Bongani Mbambara, Alfred Jubilate, Mundhir Semm Ally Basinda, Paul Michael Malugulu, Chen Chen, Nazima Dharsee, Jianjun Zou

Open Access Library Journal Vol.12 No.7, July 11, 2025

DOI: 10.4236/oalib.1113728 49 Downloads 478 Views Citations

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