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An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data

Sensors (Basel, Switzerland), 2019-10, Vol.19 (20), p.4561

2019

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EEG-Based Emotion Classification for Alzheimer's Disease Patients Using Conventional Machine Learning and Recurrent Neural Network Models

Sensors (Basel, Switzerland), 2020-12, Vol.20 (24), p.7212

2020

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MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework

Frontiers in genetics, 2019-06, Vol.10, p.617-617

2019

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A multivariate regression approach to association analysis of a quantitative trait network

Bioinformatics, 2009-06, Vol.25 (12), p.i204-i212

2009

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Biological Brain Age Prediction Using Cortical Thickness Data: A Large Scale Cohort Study

Frontiers in aging neuroscience, 2018-08, Vol.10, p.252-252

2018

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Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies

Biology direct, 2019-04, Vol.14 (1), p.8-8, Article 8

2019

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Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network

Computer Vision – ECCV 2018, p.256-272

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Identification of epigenetic interactions between miRNA and DNA methylation associated with gene expression as potential prognostic markers in bladder cancer

BMC medical genomics, 2017-05, Vol.10 (Suppl 1), p.30-30, Article 30

2017

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Efficient deep neural network for photo-realistic image super-resolution

Pattern recognition, 2022-07, Vol.127, p.108649, Article 108649

2022

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ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction

Bioengineering (Basel), 2023-07, Vol.10 (7), p.824

2023

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CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Assessment of intratumoral heterogeneity with mutations and gene expression profiles

PloS one, 2019-07, Vol.14 (7), p.e0219682-e0219682

2019

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Dataset Bias Prediction for Few-Shot Image Classification

Electronics (Basel), 2023-05, Vol.12 (11), p.2470

2023

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Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation

International journal of computer vision, 2024-01

2024

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hiHMM: Bayesian non-parametric joint inference of chromatin state maps

Bioinformatics, 2015-07, Vol.31 (13), p.2066-2074

2015

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Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark

IEEE access, 2021, Vol.9, p.16866-16877

2021

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Identifying subtype-specific associations between gene expression and DNA methylation profiles in breast cancer

BMC medical genomics, 2017-05, Vol.10 (Suppl 1), p.28-28, Article 28

2017

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Topological integration of RPPA proteomic data with multi-omics data for survival prediction in breast cancer via pathway activity inference

BMC medical genomics, 2019-07, Vol.12 (Suppl 5), p.94-94, Article 94

2019

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ClearF: a supervised feature scoring method to find biomarkers using class-wise embedding and reconstruction

BMC medical genomics, 2019-07, Vol.12 (Suppl 5), p.95-95, Article 95

2019

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Epidemiology, Comorbidities, and Prescription Patterns of Korean Prurigo Nodularis Patients: A Multi-Institution Study

Journal of clinical medicine, 2021-12, Vol.11 (1), p.95

2021

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Decomposing texture and semantic for out-of-distribution detection

Expert systems with applications, 2024-03, Vol.238, p.121829, Article 121829

2024

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A Novel Scoring System for Response of Preoperative Chemoradiotherapy in Locally Advanced Rectal Cancer Using Early-Treatment Blood Features Derived From Machine Learning

Frontiers in oncology, 2021-11, Vol.11, p.790894-790894

2021

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Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer

Bioinformatics (Oxford, England), 2021-08, Vol.37 (16), p.2405-2413

2021

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An Adaptive Control Algorithm for Stable Training of Generative Adversarial Networks

IEEE access, 2019, Vol.7, p.184103-184114

2019

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Comparing research trends with patenting activities in the biomedical sector: The case of dementia

Technological forecasting & social change, 2023-10, Vol.195, p.122790, Article 122790

2023

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An Exploration of Machine Learning Methods for Robust Boredom Classification Using EEG and GSR Data

EEG-Based Emotion Classification for Alzheimer's Disease Patients Using Conventional Machine Learning and Recurrent Neural Network Models

MildInt: Deep Learning-Based Multimodal Longitudinal Data Integration Framework

A multivariate regression approach to association analysis of a quantitative trait network

Biological Brain Age Prediction Using Cortical Thickness Data: A Large Scale Cohort Study

Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies

Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network

Identification of epigenetic interactions between miRNA and DNA methylation associated with gene expression as potential prognostic markers in bladder cancer

Efficient deep neural network for photo-realistic image super-resolution

ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction

CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation

Assessment of intratumoral heterogeneity with mutations and gene expression profiles

Dataset Bias Prediction for Few-Shot Image Classification

Data Augmentation for Low-Level Vision: CutBlur and Mixture-of-Augmentation

hiHMM: Bayesian non-parametric joint inference of chromatin state maps

Dynamic Facial Expression Understanding Using Deep Spatiotemporal LDSP On Spark

Identifying subtype-specific associations between gene expression and DNA methylation profiles in breast cancer

Topological integration of RPPA proteomic data with multi-omics data for survival prediction in breast cancer via pathway activity inference

ClearF: a supervised feature scoring method to find biomarkers using class-wise embedding and reconstruction

Epidemiology, Comorbidities, and Prescription Patterns of Korean Prurigo Nodularis Patients: A Multi-Institution Study

Decomposing texture and semantic for out-of-distribution detection

A Novel Scoring System for Response of Preoperative Chemoradiotherapy in Locally Advanced Rectal Cancer Using Early-Treatment Blood Features Derived From Machine Learning

Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer

An Adaptive Control Algorithm for Stable Training of Generative Adversarial Networks

Comparing research trends with patenting activities in the biomedical sector: The case of dementia

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