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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
473
Views
Citations
AI-Driven Prediction of Antidepressant-Induced Mood Switching in Bipolar Disorder: A Synthetic Proof-of-Concept Machine Learning Study Using Clinical, Temporal, and Biomarker Data
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 29, 2026
DOI:
10.4236/oalib.1115142
9
Downloads
99
Views
Citations
Deep Learning-Based Neuroimaging Biomarkers for Antidepressant Decision-Making in Bipolar Depression: A Multimodal fMRI and EEG Study
(Articles)
Rocco de Filippis
,
Abdullah Al Foysal
Open Access Library Journal
Vol.13 No.5
, May 29, 2026
DOI:
10.4236/oalib.1115136
9
Downloads
80
Views
Citations
Research Progress on Inflammation-Related Biomarkers for Prognosis after Emergency PCI in STEMI Patients
(Articles)
Zhengkui Qin
,
Xiuge Tang
World Journal of Cardiovascular Diseases
Vol.16 No.6
, June 22, 2026
DOI:
10.4236/wjcd.2026.166043
12
Downloads
69
Views
Citations
Left ventricular systolic function assessment in patients with dilated heart failure using cardiovascular magnetic resonance
(Articles)
Ng E. Y.K.
,
L. Zhong
,
Ng W.K
Journal of Biomedical Science and Engineering
Vol.1 No.3
, October 16, 2008
DOI:
10.4236/jbise.2008.13029
5,546
Downloads
10,809
Views
Citations
The effect of different number of diffusion gradients on SNR of diffusion tensor-derived measurement maps
(Articles)
Na Zhang
,
Zhen-Sheng Deng
,
Fang Wang
,
Xiao-Yi Wang
Journal of Biomedical Science and Engineering
Vol.2 No.2
, April 2, 2009
DOI:
10.4236/jbise.2009.22018
8,784
Downloads
14,626
Views
Citations
Local cerebral blood perfusion correlates with nerve fibre integrity in transient ischemic attack patients with middle cerebral artery stenosis: a pilot study
(Articles)
Jiang Wu
,
Ping Liu
,
Jie Lei
,
Jia Liu
,
Hong-Liang Zhang
Health
Vol.2 No.6
, June 28, 2010
DOI:
10.4236/health.2010.26079
4,989
Downloads
8,543
Views
Citations
Management of Unsuspected Gallbladder Cancer in the Era of Minimally Invasive Surgery
(Articles)
Patrick Wolf
,
Puneet Bhargava
,
Carlos Pellegrini
,
Peter C. Wu
Journal of Cancer Therapy
Vol.1 No.3
, September 26, 2010
DOI:
10.4236/jct.2010.13024
8,447
Downloads
16,612
Views
Citations
Analysis of the Focusing Characteristics of Double Negative Binary Diffractive Lens
(Articles)
Zongxin Wang
,
Lizhi You
Journal of Electromagnetic Analysis and Applications
Vol.2 No.9
, October 12, 2010
DOI:
10.4236/jemaa.2010.29072
4,949
Downloads
8,309
Views
Citations
Investigation of Noise-Resolution Tradeoff for Digital Radiographic Imaging: A Simulation Study
(Articles)
Eri Matsuyama
,
Du-Yih Tsai
,
Yongbum Lee
,
Katsuyuki Kojima
Journal of Software Engineering and Applications
Vol.3 No.10
, November 19, 2010
DOI:
10.4236/jsea.2010.310109
5,567
Downloads
9,414
Views
Citations
An Overview of the Consequences of Distal Coronary Microembolization on Left Ventricular Function, Perfusion and Viability
(Articles)
Maythem Saeed
International Journal of Clinical Medicine
Vol.2 No.1
, February 24, 2011
DOI:
10.4236/ijcm.2011.21009
6,020
Downloads
9,926
Views
Citations
Computer Generated Quadratic and Higher Order Apertures and Its Application on Numerical Speckle Images
(Articles)
Abdallah Mohamed Hamed
Optics and Photonics Journal
Vol.1 No.2
, June 29, 2011
DOI:
10.4236/opj.2011.12007
5,583
Downloads
9,541
Views
Citations
Correlation of PSA Density to Prostate Cancer Based on Prostate Volume by 3.0 T MRI
(Articles)
Rulon L. Hardman
,
Yuanyuan Liang
,
Steve Ware
,
Adam J. Jung
,
Qi Peng
,
Fadi El-Merhi
,
Yumin Chen
,
Ian M. Thompson
Open Journal of Urology
Vol.1 No.3
, August 9, 2011
DOI:
10.4236/oju.2011.13008
7,995
Downloads
14,275
Views
Citations
A minor perimesencephalic subarachnoid hemorrhage on CT changes
(Articles)
Yeting Zhou
,
Daoming Tong
World Journal of Neuroscience
Vol.1 No.2
, August 31, 2011
DOI:
10.4236/wjns.2011.12004
6,721
Downloads
13,592
Views
Citations
Can We Predict Abdominal Aortic Aneurysm (AAA) Progression and Rupture by Non-Invasive Imaging?—A Systematic Review
(Articles)
Abeera Abbas
,
Rizwan Attia
,
Alberto Smith
,
Matthew Waltham
International Journal of Clinical Medicine
Vol.2 No.4
, September 30, 2011
DOI:
10.4236/ijcm.2011.24083
6,917
Downloads
12,215
Views
Citations
Comparison between Hypertonic Saline with Dextran and Mannitol on Vasodilatation of Encephalic Vessels Using a Magnetic Resonance Imaging in the Dogs
(Articles)
Miki Akaishizawa
,
Reiko Tabata
,
Kazuyuki Suzuki
,
Ryuji Asano
Open Journal of Veterinary Medicine
Vol.1 No.1
, December 21, 2011
DOI:
10.4236/ojvm.2011.11001
5,465
Downloads
10,423
Views
Citations
Cyclic Correlation of Diffuse Reflected Signal with Glucose Concentration and Scatterer Size
(Articles)
Jitendra Solanki
,
Pratima Sen
,
Joseph Thomas Andrews
,
Kamal Kishore Thareja
Journal of Modern Physics
Vol.3 No.1
, January 4, 2012
DOI:
10.4236/jmp.2012.31009
5,170
Downloads
8,848
Views
Citations
Expansively Hemorrhagic Foreign Body Granuloma at the Pelvis Caused by Microscopic Materials
(Articles)
Masatoshi Morimoto
,
Mitsuhiko Takahashi
,
Nori Sato
,
Toshihiko Nishisho
,
Seiko Kagawa
,
Eiji Kudo
,
Shoichiro Takao
,
Natsuo Yasui
Open Journal of Orthopedics
Vol.2 No.1
, February 27, 2012
DOI:
10.4236/ojo.2012.21001
5,131
Downloads
9,060
Views
Citations
Seasonal Dynamics of Nutrient Loading and Chlorophyll A in a Northern Prairies Reservoir, Saskatchewan, Canada
(Articles)
Markus Hecker
,
Jong Seong Khim
,
John P. Giesy
,
Su-Qing Li
,
Joo-Hyung Ryu
Journal of Water Resource and Protection
Vol.4 No.4
, April 17, 2012
DOI:
10.4236/jwarp.2012.44021
5,298
Downloads
9,819
Views
Citations
Arterial Imaging in Digital Gangrenes Associated with Scleroderma-Spectrum Disorders
(Articles)
Naoko Nagata
,
Atsushi Tanemura
,
Hiroki Higashihara
,
Yorihisa Kotobuki
,
Hiroyuki Murota
,
Mamori Tani
,
Ken Igawa
,
Ichiro Katayama
Open Journal of Rheumatology and Autoimmune Diseases
Vol.2 No.2
, May 7, 2012
DOI:
10.4236/ojra.2012.22005
4,582
Downloads
8,843
Views
Citations
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