2022 | | Data integration with enhanced explainability and subtype modeling for multidimensional data | 이은영 |
2020 | | Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study | 김은영, 노현웅, 손상준, 윤덕용, 홍창형 |
2020 | | DeepBTS: Prediction of Recurrence-free Survival of Non-small Cell Lung Cancer Using a Time-binned Deep Neural Network | 이현우 |
2020 | | Dementia key gene identification with multi-layered SNP-gene-disease network | 손상준, 홍창형 |
2012 | | Detection of adverse drug reaction signals using an electronic health records database: Comparison of the Laboratory Extreme Abnormality Ratio (CLEAR) algorithm | 박래웅 |
2017 | | Developing new automated alternation flicker using optic disc photography for the detection of glaucoma progression | 안재홍, 윤일석 |
2019 | | Diagnosis and management of NSAID-Exacerbated Respiratory Disease (N-ERD)-a EAACI position paper | 박해심 |
2013 | | Diplotyper: diplotype-based association analysis. | 조남한 |
2015 | | Discovery of multi-omics biomarkers for toxicity using meta-analysis | 김효실 |
2019 | | Disease Pathway Cut for Multi-Target drugs | 손상준 |
2022 | | DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models | 박래웅 |
2022 | | Effects of RETN polymorphisms on treatment response in rheumatoid arthritis patients receiving TNF-α inhibitors and utilization of machine-learning algorithms | 김현아, 정주양 |
2019 | | Evaluation of the diagnostic performance of a decision tree model in suspected acute appendicitis with equivocal preoperative computed tomography findings compared with Alvarado, Eskelinen, and adult appendicitis scores: A STARD compliant article | 김보현, 안정환 |
2016 | | Evaluation of Underlying Lymphocytic Thyroiditis With Histogram Analysis Using Grayscale Ultrasound Images | 하은주 |
2011 | | High-temporal resolution dual-energy computed tomography of the heart using a novel hybrid image reconstruction algorithm: initial experience. | 강두경 |
2019 | | Hospital-Based Korean Diabetes Prevention Study: A Prospective, Multi-Center, Randomized, Open-Label Controlled Study | 이관우 |
2020 | | i4mC-ROSE, a bioinformatics tool for the identification of DNA N4-methylcytosine sites in the Rosaceae genome | Balachandran, Manavalan |
2020 | | i6mA-Fuse: improved and robust prediction of DNA 6 mA sites in the Rosaceae genome by fusing multiple feature representation | Balachandran, Manavalan |
2021 | | Integrative machine learning framework for the identification of cell-specific enhancers from the human genome | Balachandran, Manavalan, Basith, Shaherin, 이광 |
2019 | | Iterative feature representations improve N4-methylcytosine site prediction | Balachandran, Manavalan |
2016 | | KOHBRA BRCA risk calculator (KOHCal): a model for predicting BRCA1 and BRCA2 mutations in Korean breast cancer patients | 정용식 |
2020 | | Machine intelligence in peptide therapeutics: A next-generation tool for rapid disease screening | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2023 | | Machine learning-based prediction model for postoperative delirium in non-cardiac surgery | 김하연, 박래웅 |
2019 | | mAHTPred: a sequence-based meta-predictor for improving the prediction of anti-hypertensive peptides using effective feature representation | Balachandran, Manavalan, Basith, Shaherin, 신태환, 이광 |
2021 | | Meta-i6mA: An interspecies predictor for identifying DNA N6-methyladenine sites of plant genomes by exploiting informative features in an integrative machine-learning framework | Balachandran, Manavalan, Basith, Shaherin, 이광 |
2021 | | Multivariate analysis of early surgical management factors affecting posttraumatic penoscrotal avulsion injury: a level I trauma center study | 김민지, 박동하, 이일재 |
2021 | | NeuroPred-FRL: an interpretable prediction model for identifying neuropeptide using feature representation learning | Balachandran, Manavalan |
2021 | | New approach of prediction of recurrence in thyroid cancer patients using machine learning | 김수영 |
2020 | | Next-generation Allergic Rhinitis and Its Impact on Asthma (ARIA) guidelines for allergic rhinitis based on Grading of Recommendations Assessment, Development and Evaluation (GRADE) and real-world evidence | 박해심 |
2014 | | Non-linear association of serum 25-hydroxyvitamin D with urinary albumin excretion rate in normoalbuminuric subjects. | 박래웅 |
2010 | | Novel imaging analysis system to measure the spatial dimension of engineered tissue construct. | 민병현 |
2014 | | Optimal set of grid size and angular increment for practical dose calculation using the dynamic conformal arc technique: a systematic evaluation of the dosimetric effects in lung stereotactic body radiation therapy. | 박혜진 |
2021 | | Predicting speech discrimination scores from pure-tone thresholds—A machine learning-based approach using data from 12,697 subjects | 김한태, 장정훈, 정연훈 |
2019 | | Prediction of cognitive impairment via deep learning trained with multi-center neuropsychological test data | 문소영 |
2019 | | Prediction of S-nitrosylation sites by integrating support vector machines and random forest | Balachandran, Manavalan |
2023 | | Prediction of the number of asthma patients using environmental factors based on deep learning algorithms | 박해심, 장재혁 |
2012 | | Prioritization of SNPs for genome-wide association studies using an interaction model of genetic variation, gene expression, and trait variation | 백효정 |
2023 | | Prognostic artificial intelligence model to predict 5 year survival at 1 year after gastric cancer surgery based on nutrition and body morphometry | 한상욱, 허지미, 허훈 |
2021 | | Right bundle branch block–type wide QRS complex tachycardia with a reversed R/S complex in lead V6: Development and validation of electrocardiographic differentiation criteria | 이광노 |
2021 | | StackIL6: a stacking ensemble model for improving the prediction of IL-6 inducing peptides | Balachandran, Manavalan |
2017 | | Standard-based comprehensive detection of adverse drug reaction signals from nursing statements and laboratory results in electronic health records | 박래웅, 윤덕용 |
2020 | | SWATH-MS analysis of cerebrospinal fluid to generate a robust battery of biomarkers for Alzheimer's disease | 박범희, 박선아 |
2017 | | The effect of continuous positive airway pressure on cardiopulmonary coupling | 김현준 |
2012 | | The importance of morphometric radiographic vertebral assessment for the detection of patients who need pharmacological treatment of osteoporosis among postmenopausal diabetic Korean women | 정윤석, 최용준 |
2016 | | Trabecular Bone Score (TBS) and TBS-Adjusted Fracture Risk Assessment Tool are Potential Supplementary Tools for the Discrimination of Morphometric Vertebral Fractures in Postmenopausal Women With Type 2 Diabetes | 정윤석, 최용준 |
2023 | | Translation of Machine Learning-Based Prediction Algorithms to Personalised Empiric Antibiotic Selection: A Population-Based Cohort Study | 박래웅, 최영화 |
2021 | | Umpred-frl: A new approach for accurate prediction of umami peptides using feature representation learning | Balachandran, Manavalan |
2006 | | Underlying mechanism for NMDA receptor antagonism by the anti-inflammatory drug, sulfasalazine, in mouse cortical neurons. | 곽병주 |
2021 | | Unsupervised feature learning for electrocardiogram data using the convolutional variational autoencoder | 임홍석 |