Concepedia

Jeonghwan Gwak

JG

Statistics

Publications

68

Citations

3K

H-Index

27

Active since

2011

Affiliations

Korea National University of Transportation(Current)

Gwangju Institute of Science and Technology

Seoul National University

University of Central Asia

Pakistan Institute of Engineering and Applied Sciences

Jeonghwan Gwak is an author at Korea National University of Transportation specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringImage AnalysisDeep LearningMachine LearningPattern RecognitionComputer VisionData ScienceMedical Image ComputingComputer ScienceRadiology

Publications per year

2011–2025

68

Publications

68

MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers

Jaeyong Kang, Zahid Ullah, Jeonghwan Gwak · Sensors · 2021 · 536 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +25

Highly Oxidation‐Resistant and Self‐Healable MXene‐Based Hydrogels for Wearable Strain Sensor

Ari Chae, G. Murali, Seul‐Yi Lee et al. · Advanced Functional Materials · 2023 · 208 citations · Full text

Engineering, Highly Oxidation‐resistant, Smart Polymer +16

Diagnosis of Alzheimer’s Disease Based on Structural MRI Images Using a Regularized Extreme Learning Machine and PCA Features

Ramesh Kumar Lama, Jeonghwan Gwak, Jeong-Seon Park et al. · Journal of Healthcare Engineering · 2017 · 139 citations · Full text

Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images

Jaeyong Kang, Jeonghwan Gwak · IEEE Access · 2019 · 135 citations · Full text

Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation

Zahid Ullah, Muhammad Usman, Moongu Jeon et al. · Information Sciences · 2022 · 109 citations

Neuro-oncology, Convolutional Neural Network, Image Analysis +12

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