Machine Learning and Deep Learning for the Pharmacogenomics of Antidepressant Treatments

Eugene Lin ,  Chieh-Hsin Lin ,  Hsien-Yuan Lane

Clinical Psychopharmacology and Neuroscience

2021 .11

Comparison of Machine Learning Algorithms between Support Vector Machine(SVM) and Random Forest (RF) in Breast Cancer Diagnosis

Rifaldy Faja ,  Asfi ,  ani Uma 외 2명

대한임상종양학회 학술대회지

2021 .06

Development of a self-supervised machine learning algorithm for automatic MRI sequence-type classification

Yousun Ko ,  Seongwon Na ,  Youngbin Shin 외 1명

한국실험동물학회 학술발표대회 논문집

2023 .02

Machine Learning: a New Opportunity for Risk Prediction

Osung Kwon ,  Wonjun Na ,  Young-Hak Kim

Korean Circulation Journal

2020 .01

Classification of suicide attempts from suicidal ideation among adolescents using machine learning algorithm

최혜지 ,  정수인 ,  정찬규 외 3명

대한소아청소년정신의학회 학술대회논문집

2022 .11

성인 아토피 피부염 환자의 우울증 동반에 따른 점증적 비용 부담: 후향적 단면연구

이은찬 ,  강혜영

보건의료기술평가

2021 .12

Factors Associated with Incidental Neuroimaging Abnormalities in New Primary Headache Patients

김병수 ,  김수경 ,  김재문 외 9명

Journal of Clinical Neurology

2020 .01

Bidirectional Association between First-Episode Panic Disorder and Major Depressive Disorder in a Nationwide General Population Survey in Korea

우정민 ,  홍진표 ,  조성진 외 4명

Journal of Korean Medical Science

2019 .01

Novel Method of Classification in Knee Osteoarthritis: Machine Learning Application Versus Logistic Regression Model

Jung Ho Yang ,  Jae Hyeon Pa ,  k 외 2명

Annals of Rehabilitation Medicine

2020 .01

Comparison of Electroencephalography (EEG) Coherence between Major Depressive Disorder (MDD) without Comorbidity and MDD Comorbid with Internet Gaming Disorder

Joohyung Youh ,  홍지선 ,  Doug Hyun Han 외 4명

Journal of Korean Medical Science

2017 .01

BeMicroarray Analysis of the Major Depressive Disorder mRNA Profile Data

Yue Gao ,  Enping Xu ,  and Jian Xie 외 1명

PSYCHIATRY INVESTIGATION

2015 .01

Machine Learning Classification of Breast Cancer Stage Based on Fuzzy Neural Network Model Algorithm

Rifaldy Faja

대한외과학회 학술대회 초록집

2021 .11

Neuroimaging-Based Deep Learning in Autism Spectrum Disorder and Attention-Deficit/Hyperactivity Disorder

Jae-Won Song ,  Na-Rae Yoon ,  Soo-Min Jang 외 2명

소아청소년정신의학

2020 .07

Machine Learning Algorithms for the Prediction of Locomotor Activity by an Infrared Motion Detector on the Sleep-wake States in Mice

Yoo Rha Hong ,  Kyungwon Kim ,  Eunsoo Moon 외 5명

Clinical Psychopharmacology and Neuroscience

2023 .05

The Effect of Antidepressants on Functional Connectivity in First-Episode Drug-Naïve Adolescents with Major Depressive Disorder

Jongha Lee ,  Hojun Lee ,  Jihyun Kim 외 2명

대한소아청소년정신의학회 학술대회논문집

2018 .11

Gender Differences in Depressive Symptom Profile: Results from Nationwide General Population Surveys in Korea

장성만

Journal of Korean Medical Science

2015 .01

A pilot study using machine learning methods about factors influencing prognosis of dental implants

하승룡 ,  박현성 ,  김응희 외 4명

The Journal of Advanced of Prosthodontics

2018 .01

A model of recurrence risk prediction based on the Machine learning-based classification technique in breast cancer patient

Ryu DONG WON

대한외과학회 학술대회 초록집

2017 .11

Exploring Characteristic Features of the Attention-Deficit/Hyperactivity Disorder with Ensemble Learning Algorithm : Findings from Multi-Modal, Multi-Measure MRI Data

유재현 ,  김붕년 ,  정범석

대한소아청소년정신의학회 학술대회논문집

2017 .05

Promising Neuroimaging Biomarkers in Depression

Chien-Han Lai

PSYCHIATRY INVESTIGATION

2019 .01