Attention-Enabled Ensemble Deep Learning Models and Their Validation for Depression Detection: A Domain Adoption Paradigm | June 2023

Articles

Diagnostics

https://www.mdpi.com/2075-4418/13/12/2092

Clinical Relevance of Deep Learning Models in Predicting the Onset Timing of Cancer Pain Exacerbation | July 2023

Articles

Scientific Reports

https://www.nature.com/articles/s41598-023-37742-5

The Application of Deep Learning to Electroencephalograms, Magnetic Resonance Imaging, and Implants for the Detection of Epileptic Seizures: A Narrative Review | July 2023

Articles

Cureus

https://doi.org/10.7759/cureus.42460

Interpretable Deep Learning Survival Predictive Tool for Small Cell Lung Cancer | May 2023

Articles

Frontiers in Oncology

https://www.frontiersin.org/articles/10.3389/fonc.2023.1162181/full

Prevalence and Risk Factors Analysis of Postpartum Depression at Early Stage Using Hybrid Deep Learning Model | February 2024

Articles

Scientific Reports

https://www.nature.com/articles/s41598-024-54927-8

Development of a Deep Learning Model that Predicts Critical Events of Pediatric Patients Admitted to General Wards | February 2024

Articles

Scientific Reports

https://www.nature.com/articles/s41598-024-55528-1

Deep Learning Improves Utility of Tau PET in the Study of Alzheimer’s Disease | December 2021

Articles

Alzheimer’s and Dementia: Diagnosis, Assessment and Disease Monitoring

https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/dad2.12264

Prediction of Preeclampsia Using Machine Learning and Deep Learning Models: A Review | February 2023

Articles

Big Data and Cognitive Computing

https://www.mdpi.com/2504-2289/7/1/32

A Deep Learning Framework for Identifying Alzheimer’s Disease Using fMRI-Based Brain Network | August 2023

Articles

Frontiers in Neuroscience

https://www.frontiersin.org/articles/10.3389/fnins.2023.1177424/full

Automatic Depression Severity Assessment with Deep Learning Using Parameter-Efficient Tuning | June 2023

Articles

Frontiers in Psychiatry

https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1160291/full

Age-Specific Diagnostic Classification of ASD Using Deep Learning Approaches (Telehealth Ecosystems in Practice) (Meetings-Events) | October 2023

Publications (Chapters)

IOS Press

https://doi.org/10.3233/SHTI230794

Prediction of User Temporal Interactions with Online Course Platforms Using Deep Learning Algorithms | March 2023

Articles

Computers and Education: Artificial Intelligence

https://www.sciencedirect.com/science/article/pii/S2666920X23000127

Robust Suicide Risk Assessment on Social Media via Deep Adversarial Learning | March 2021

Articles

NCBI>Journal of the American Medical Informatics Association

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8279792/

Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning | April 2021

Articles

NCBI>Journal of the American Medical Informatics Association

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324214/

Deep Learning for Small and Big Data in Psychiatry | July 2020

Articles

Neuropsychopharmacology

https://www.nature.com/articles/s41386-020-0767-z

Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text | November 2020

Articles

NCBI>Journal of the American Medical Informatics Association

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7936508/

Multimodal Deep Learning to Predict Prognosis in Adult and Pediatric Brain Tumors | March 2023

Articles

Communications Medicine

https://www.nature.com/articles/s43856-023-00276-y

Wide and Deep Learning Based Approaches for Classification of Alzheimer’s Disease Using Genome-Wide Association Studies | May 2023

Articles

PLOS ONE

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0283712

Long Short-Term Memory-Based Deep Learning Models for Screening Parkinson’s Disease Using Sequential Diagnostic Codes | January 2023

Articles

Journal of Clinical Neurology

https://thejcn.com/DOIx.php?id=10.3988/jcn.2022.0160

Usefulness of Machine Learning and Deep Learning Approaches in Screening and Early Detection of Breast Cancer | November 2023

Articles

Heliyon

https://www.sciencedirect.com/science/article/pii/S2405844023096354

A Deep Learning Algorithm-Based Visual Strategy Intervention Study for Children with Autism Spectrum Disorders – Extraction and Detection of Children’s Behavioral Features | June 2023

Articles

European Review for Medical and Pharmacological Sciences

https://www.doi.org/10.26355/eurrev_202306_32608

An “All-Data-on-Hand” Deep Learning Model to Predict Hospitalization for Diabetic Ketoacidosis in Youth with Type 1 Diabetes: Development and Validation Study | July 2023

Articles

JMIR Diabetes

https://diabetes.jmir.org/2023/1/e47592/

Cardiovascular Diseases Prediction by Machine Learning Incorporation with Deep Learning | April 2023

Articles

Frontiers in Medicine

https://www.frontiersin.org/articles/10.3389/fmed.2023.1150933/full

Deep Learning Data Integration for Better Risk Stratification Models of Bladder Cancer (Meetings-Events) | May 2018

Articles

AMIA Summits on Translational Science Proceedings

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5961799/

Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning (Meetings-Events) | January 2021

Articles

NCBI>AMIA Annual Symposium Proceedings

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8075495/

Diagnosis Classification of Autism in Ages 7-15 Years Based on Deep Learning (Artificial Intelligence and Human-Computer Interaction) (Meetings-Events) | October 2023

Publications (Chapters)

IOS Press

https://doi.org/10.3233/FAIA240164

Applications for Deep Learning in Epilepsy Genetic Research | September 2023

Articles

International Journal of Molecular Sciences

https://www.mdpi.com/1422-0067/24/19/14645

Internet of Things-Assisted Smart Skin Cancer Detection Using Metaheuristics with Deep Learning Model | October 2023

Articles

Cancers

https://www.mdpi.com/2072-6694/15/20/5016

Deep Learning in Coeliac Disease: A Systematic Review on Novel Diagnostic Approaches to Disease Diagnosis | November 2023

Articles

Journal of Clinical Medicine

https://www.mdpi.com/2077-0383/12/23/7386

Deep Learning and Artificial Intelligence Applied to Model Speech and Language in Parkinson’s Disease | June 2023

Articles

Diagnostics

https://www.mdpi.com/2075-4418/13/13/2163

Accurate Detection of Alzheimer’s Disease Using Lightweight Deep Learning Model on MRI Data | March 2023

Articles

Diagnostics

https://www.mdpi.com/2075-4418/13/7/1216

Predicting Incident Cardiovascular Disease among African-American Adults: A Deep Learning Approach to Evaluate Social Determinants of Health in the Jackson Heart Study | November 2023

Articles

PLOS ONE

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0294050

Predicting Colorectal Cancer Using Machine and Deep Learning Algorithms: Challenges and Opportunities | April 2023

Articles

Big Data and Cognitive Computing

https://www.mdpi.com/2504-2289/7/2/74

Deep-Learning Model for Predicting Physical Fitness in Possible Sarcopenia: Analysis of the Korean Physical Fitness Award from 2010 to 2023 | August 2023

Articles

Frontiers in Public Health

https://www.frontiersin.org/articles/10.3389/fpubh.2023.1241388/full

Detecting Schizophrenia with 3D Structural Brain MRI Using Deep Learning | September 2023

Articles

Scientific Reports

https://www.nature.com/articles/s41598-023-41359-z

Classification and Deep-Learning–Based Prediction of Alzheimer Disease Subtypes by Using Genomic Data | June 2023

Articles

Translational Psychiatry

https://www.nature.com/articles/s41398-023-02531-1

Prediction of Postoperative Infection in Elderly Using Deep Learning-Based Analysis: An Observational Cohort Study | January 2023

Articles

Aging Clinical and Experimental Research

https://link.springer.com/article/10.1007/s40520-022-02325-3

Deep Learning in Clinical Natural Language Processing: A Methodical Review | December 2019

Articles

NCBI>Journal of the American Medical Informatics Association

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7025365/

A Systematic Literature Review and Analysis of Deep Learning Algorithms in Mental Disorders | June 2023

Articles

Informatics in Medicine Unlocked

https://www.sciencedirect.com/science/article/pii/S2352914823001284

Non-Specific Low Back Pain: An Inductive Exploratory Analysis through Factor Analysis and Deep Learning for Better Clustering | June 2023

Articles

Brain Sciences

https://www.mdpi.com/2076-3425/13/6/946

Brain Morphometric Features Predict Depression Symptom Phenotypes in Late-Life Depression Using a Deep Learning Model | July 2023

Articles

Frontiers in Neuroscience

https://www.frontiersin.org/articles/10.3389/fnins.2023.1209906/full

Deep Learning Model for Real-Time Prediction of Intradialytic Hypotension | March 2021

Articles

Clinical Journal of the American Society of Nephrology

https://doi.org/10.2215/CJN.09280620

Unsupervised Deep Learning for Structural Health Monitoring | May 2023

Articles

Big Data and Cognitive Computing

https://www.mdpi.com/2504-2289/7/2/99

Deep-Learning-Based Survival Prediction of Patients with Cutaneous Malignant Melanoma | March 2023

Articles

Frontiers in Medicine

https://www.frontiersin.org/articles/10.3389/fmed.2023.1165865/full

Prediction of Diagnosis and Treatment Response in Adolescents with Depression by Using a Smartphone App and Deep Learning Approaches: Usability Study | May 2023

Articles

JMIR Formative Research

https://formative.jmir.org/2023/1/e45991/

Development and Validation of a Joint Attention–Based Deep Learning System for Detection and Symptom Severity Assessment of Autism Spectrum Disorder | May 2023

Articles

JAMA Network Open

https://jamanetwork.com/article.aspx?doi=10.1001/jamanetworkopen.2023.15174

Using Deep Learning to Analyze the Psychological Effects of COVID-19 | August 2023

Articles

Frontiers in Psychology

https://www.frontiersin.org/articles/10.3389/fpsyg.2023.962854/full

Association of Lifestyle with Deep Learning Predicted Electrocardiographic Age | April 2023

Articles

Frontiers in Cardiovascular Medicine

https://www.frontiersin.org/articles/10.3389/fcvm.2023.1160091/full

Application of Deep Learning and Machine Learning Models to Improve Healthcare in Sub-Saharan Africa: Emerging Opportunities, Trends and Implications | September 2023

Articles

Telematics and Informatics Reports

https://www.sciencedirect.com/science/article/pii/S2772503023000579

Predicting Glaucoma Progression Using Deep Learning Framework Guided by Generative Algorithm | November 2023

Articles

Scientific Reports

https://www.nature.com/articles/s41598-023-46253-2