Changhee Han

49 papers A 1B 4C 6Journal 28Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Coordinated Operation of Multiple Distribution Systems Using Adjusted Cost-Influencing Participation Factor Based on a Distributionally Robust Chance-Constrained Model.
IEEE Access
Dongwon Lee, Changhee Han, Sungwoo Kang, Sungchul Hwang, Gilsoo Jang
2025 C conf
A Study on Real-Time OLTC Control in PV-Integrated Distribution Systems Using Machine Learning.
ICCE
Seungyeop Baek, Byeongchang Lim, Changhee Han, Yeuntae Yoo
2025 C conf
Coordinated Stochastic Operation of BESS and Medium-Voltage DC System in Distribution Networks.
ICCE
Changhee Han, Yeuntae Yoo, Seungmin Jung, Sungyoon Song, Jaehyeong Lee
2025 C conf
Improvement of PV Hosting Capacity Using Passive Filters in Distorted Distribution Networks Based on the Monte Carlo Method.
ICCE
Byungchan Yoo, Wonna Choi, Seungmin Jung, Changhee Han, Yeuntae Yoo
2024 J jnl
All-in-one platform for AI R&D in medical imaging, encompassing data collection, selection, annotation, and pre-processing.
CoRR
Changhee Han, Kyohei Shibano, Wataru Ozaki, Keishiro Osaki, Takafumi Haraguchi, Daisuke Hirahara, Shumon Kimura, Yasuyuki Kobayashi, Gento Mogi
2024 J jnl
Investigation of the Global Fear Associated with COVID-19 Using Subjectivity Analysis and Deep Learning.
Comput.
Nirmalya Thakur, Kesha A. Patel, Audrey Poon, Rishika Shah, Nazif Azizi, Changhee Han
2023 J jnl
A Comprehensive Analysis and Investigation of the Public Discourse on Twitter about Exoskeletons from 2017 to 2023.
Future Internet
Nirmalya Thakur, Kesha A. Patel, Audrey Poon, Rishika Shah, Nazif Azizi, Changhee Han
2023 J jnl
Marburg Virus Outbreak and a New Conspiracy Theory: Findings from a Comprehensive Analysis and Forecasting of Web Behavior.
Comput.
Nirmalya Thakur, Shuqi Cui, Kesha A. Patel, Nazif Azizi, Victoria Knieling, Changhee Han, Audrey Poon, Rishika Shah
2022 — conf
BAPGAN: GAN-based bone age progression of femur and phalange x-ray images.
Computer-Aided Diagnosis
Shinji Nakazawa, Changhee Han, Joe Hasei, Ryuichi Nakahara, Toshifumi Ozaki
2022 J jnl
Probabilistic Assessment of PV Hosting Capacity Under Coordinated Voltage Regulation in Unbalanced Active Distribution Networks.
IEEE Access
Changhee Han, Dongwon Lee, Sungyoon Song, Gilsoo Jang
2022 J jnl
Sensitivity Model-Based Optimal Decentralized Dispatching Strategy of Multi-Terminal DC Links for the Integration of Distributed Generations in Distribution Networks.
IEEE Trans. Smart Grid
Changhee Han, Sungyoon Song, Hansang Lee, Gilsoo Jang
2021 J jnl
Advanced Computational Methods for Oncological Image Analysis.
J. Imaging
Leonardo Rundo, Carmelo Militello, Vincenzo Conti, Fulvio Zaccagna, Changhee Han
2021 J jnl
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images.
CoRR
Shinji Nakazawa, Changhee Han, Joe Hasei, Ryuichi Nakahara, Toshifumi Ozaki
2021 B conf
Effort-Free Automated Skeletal Abnormality Detection of Rat Fetuses on Whole-Body Micro-Ct Scans.
ICIP
Akihiro Fukuda, Changhee Han, Kazumi Hakamada
2021 J jnl
Effort-free Automated Skeletal Abnormality Detection of Rat Fetuses on Whole-body Micro-CT Scans.
CoRR
Akihiro Fukuda, Changhee Han, Kazumi Hakamada
2021 J jnl
MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction.
BMC Bioinform.
Changhee Han, Leonardo Rundo, Kohei Murao, Tomoyuki Noguchi, Yuki Shimahara, Zoltán Ádám Milacski, Saori Koshino, Evis Sala, Hideki Nakayama, Shin'ichi Satoh
2021 J jnl
Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation.
CoRR
Changhee Han
2021 J jnl
Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey.
CoRR
Changhee Han, Takayuki Okamoto, Koichi Takeuchi, Dimitris Katsios, Andrey Grushnikov, Masaaki Kobayashi, Antoine Choppin, Yutaka Kurashina, Yuki Shimahara
2020 — conf
Bridging the Gap Between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems.
AIAI (2)
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama
2020 J jnl
Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems.
CoRR
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama
2020 — ch.
CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study.
Neural Approaches to Dynamics of Signal Exchanges
Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello, Claudio Ferretti, Marco S. Nobile, Andrea Tangherloni, Maria Carla Gilardi, Salvatore Vitabile, Hideki Nakayama, Giancarlo Mauri
2020 — ch.
Infinite Brain MR Images: PGGAN-Based Data Augmentation for Tumor Detection.
Neural Approaches to Dynamics of Signal Exchanges
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
2020 J jnl
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction.
CoRR
Changhee Han, Leonardo Rundo, Kohei Murao, Tomoyuki Noguchi, Yuki Shimahara, Zoltán Ádám Milacski, Saori Koshino, Evis Sala, Hideki Nakayama, Shin'ichi Satoh
2020 J jnl
Recurrent Neural-Network-Based Maximum Frequency Deviation Prediction Using Probability Power Flow Dynamic Tool.
IEEE Access
Sungyoon Song, Yoongun Jung, Changhee Han, Seungmin Jung, Minhan Yoon, Gilsoo Jang
2019 — conf
Applying GA as Autonomous Landing Methodology to a Computer-Simulated UAV.
CSII (selected papers)
Changhee Han
2019 J jnl
CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study.
CoRR
Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello, Claudio Ferretti, Marco S. Nobile, Andrea Tangherloni, Maria Carla Gilardi, Salvatore Vitabile, Hideki Nakayama, Giancarlo Mauri
2019 J jnl
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection.
IEEE Access
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yudai Nagano, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
2019 J jnl
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection.
CoRR
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yudai Nagano, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
2019 — conf
GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis.
CIBB
Changhee Han, Leonardo Rundo, Kohei Murao, Zoltán Ádám Milacski, Kazuki Umemoto, Evis Sala, Hideki Nakayama, Shin'ichi Satoh
2019 J jnl
GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis.
CoRR
Changhee Han, Leonardo Rundo, Kohei Murao, Zoltán Ádám Milacski, Kazuki Umemoto, Hideki Nakayama, Shin'ichi Satoh
2019 J jnl
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection.
CoRR
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
2019 A conf
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images.
CIKM
Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh
2019 J jnl
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR images.
CoRR
Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh
2019 J jnl
Learning More with Less: GAN-based Medical Image Augmentation.
CoRR
Changhee Han, Kohei Murao, Shin'ichi Satoh, Hideki Nakayama
2019 — conf
Multi-Objective Optimized Operating Strategy of BTB-VSC for Grid Service.
ISIE
Changhee Han, Jaehyeong Lee, Sung Chul Hwang, Gilsoo Jang
2019 J jnl
Probabilistic Power Flow Analysis of Bulk Power System for Practical Grid Planning Application.
IEEE Access
Sungyoon Song, Changhee Han, Seungmin Jung, Minhan Yoon, Gilsoo Jang
2019 — conf
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection.
3DV
Changhee Han, Yoshiro Kitamura, Akira Kudo, Akimichi Ichinose, Leonardo Rundo, Yujiro Furukawa, Kazuki Umemoto, Yuanzhong Li, Hideki Nakayama
2019 J jnl
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection.
CoRR
Changhee Han, Yoshiro Kitamura, Akira Kudo, Akimichi Ichinose, Leonardo Rundo, Yujiro Furukawa, Kazuki Umemoto, Hideki Nakayama, Yuanzhong Li
2019 J jnl
USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets.
Neurocomputing
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga
2019 J jnl
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets.
CoRR
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga
2018 J jnl
A comparative study on data protection legislations and government standards to implement Digital Forensic Readiness as mandatory requirement.
Digit. Investig.
Sungmi Park, Nikolay Akatyev, Yunsik Jang, Jisoo Hwang, Donghyun Kim, Woonseon Yu, Hyunwoo Shin, Changhee Han, Jonghyun Kim
2018 — conf
GAN-based synthetic brain MR image generation.
ISBI
Changhee Han, Hideaki Hayashi, Leonardo Rundo, Ryosuke Araki, Wataru Shimoda, Shinichi Muramatsu, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama
2016 B conf
Optimization of artificial operon construction by consultation algorithms utilizing LCS.
CEC
Changhee Han, Kenji Tsuge, Hitoshi Iba
2009 B conf
Policy-based hybrid workflow management system for advanced heart disease identification.
CBMS
Woo Ram Jung, Chan-Hyun Youn, Hoeyoung Kim, Changhee Han
2008 C conf
A SLA-Adaptive Workflow Integrated Grid Resource Management System for Collaborative Healthcare Services.
ICIW
Hyewon Song, Jay J. Dong, Changhee Han, Woo Ram Jung, Chan-Hyun Youn
2008 B conf
Web-Based System for Advanced Heart Disease Identification Using Grid Computing Technology.
CBMS
Changhee Han, Chan-Hyun Youn, Woo Ram Jung
2006 C conf
Configuration Management Policy in QoS-Constrained Grid Networks.
APNOMS
Hyewon Song, Chan-Hyun Youn, Changhee Han, Youngjoo Han, Sangjin Jeong, Jaehoon Nah
2006 — conf
Grid Policy Administrator with MDP-Based Resource Management Scheme.
GCA
Sang-Il Lee, Youngjoo Han, Hyewon Song, Changhee Han, Chan-Hyun Youn
2006 C conf
QoS-constraint Configuration Management Policy in Grid over GMPLS Networks.
CIT
Hyewon Song, Chan-Hyun Youn, Changhee Han, Dong Su Nam, Gwang-Ja Jin, Sangjin Jeong