Changhee Han

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 37

Top Topics

Comprehensive Analysis

Top Venues

Publications

Nirmalya Thakur, Kesha A. Patel, Audrey Poon, Rishika Shah, Nazif Azizi, Changhee Han
Investigation of the Global Fear Associated with COVID-19 Using Subjectivity Analysis and Deep Learning. Comput. 12 (6) (2024)
Changhee Han, Kyohei Shibano, Wataru Ozaki, Keishiro Osaki, Takafumi Haraguchi, Daisuke Hirahara, Shumon Kimura, Yasuyuki Kobayashi, Gento Mogi
All-in-one platform for AI R&D in medical imaging, encompassing data collection, selection, annotation, and pre-processing. CoRR (2024)
Nirmalya Thakur, Kesha A. Patel, Audrey Poon, Rishika Shah, Nazif Azizi, Changhee Han
A Comprehensive Analysis and Investigation of the Public Discourse on Twitter about Exoskeletons from 2017 to 2023. Future Internet 15 (10) (2023)
Nirmalya Thakur, Shuqi Cui, Kesha A. Patel, Nazif Azizi, Victoria Knieling, Changhee Han, Audrey Poon, Rishika Shah
Marburg Virus Outbreak and a New Conspiracy Theory: Findings from a Comprehensive Analysis and Forecasting of Web Behavior. Comput. 11 (11) (2023)
Shinji Nakazawa, Changhee Han, Joe Hasei, Ryuichi Nakahara, Toshifumi Ozaki
BAPGAN: GAN-based bone age progression of femur and phalange x-ray images. Medical Imaging: Computer-Aided Diagnosis (2022)
Changhee Han, Dongwon Lee, Sungyoon Song, Gilsoo Jang
Probabilistic Assessment of PV Hosting Capacity Under Coordinated Voltage Regulation in Unbalanced Active Distribution Networks. IEEE Access 10 (2022)
Changhee Han, Sungyoon Song, Hansang Lee, Gilsoo Jang
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 13 (5) (2022)
Changhee Han, Leonardo Rundo, Kohei Murao, Tomoyuki Noguchi, Yuki Shimahara, Zoltán Ádám Milacski, Saori Koshino, Evis Sala, Hideki Nakayama, Shin'ichi Satoh
MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction. BMC Bioinform. (2) (2021)
Leonardo Rundo, Carmelo Militello, Vincenzo Conti, Fulvio Zaccagna, Changhee Han
Advanced Computational Methods for Oncological Image Analysis. J. Imaging 7 (11) (2021)
Changhee Han, Takayuki Okamoto, Koichi Takeuchi, Dimitris Katsios, Andrey Grushnikov, Masaaki Kobayashi, Antoine Choppin, Yutaka Kurashina, Yuki Shimahara
Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey. CoRR (2021)
Akihiro Fukuda, Changhee Han, Kazumi Hakamada
Effort-Free Automated Skeletal Abnormality Detection of Rat Fetuses on Whole-Body Micro-Ct Scans. ICIP (2021)
Akihiro Fukuda, Changhee Han, Kazumi Hakamada
Effort-free Automated Skeletal Abnormality Detection of Rat Fetuses on Whole-body Micro-CT Scans. CoRR (2021)
Shinji Nakazawa, Changhee Han, Joe Hasei, Ryuichi Nakahara, Toshifumi Ozaki
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images. CoRR (2021)
Changhee Han
Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation. CoRR (2021)
Changhee Han, Leonardo Rundo, Kohei Murao, Tomoyuki Noguchi, Yuki Shimahara, Zoltán Ádám Milacski, Saori Koshino, Evis Sala, Hideki Nakayama, Shin'ichi Satoh
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction. CoRR (2020)
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama
Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems. CoRR (2020)
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama
Bridging the Gap Between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems. AIAI (2) (2020)
Sungyoon Song, Yoongun Jung, Changhee Han, Seungmin Jung, Minhan Yoon, Gilsoo Jang
Recurrent Neural-Network-Based Maximum Frequency Deviation Prediction Using Probability Power Flow Dynamic Tool. IEEE Access 8 (2020)
Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR images. CoRR (2019)
Changhee Han, Yoshiro Kitamura, Akira Kudo, Akimichi Ichinose, Leonardo Rundo, Yujiro Furukawa, Kazuki Umemoto, Hideki Nakayama, Yuanzhong Li
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection. CoRR (2019)
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yudai Nagano, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection. CoRR (2019)
Changhee Han, Leonardo Rundo, Kohei Murao, Zoltán Ádám Milacski, Kazuki Umemoto, Hideki Nakayama, Shin'ichi Satoh
GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis. CoRR (2019)
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
CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study. CoRR (2019)
Changhee Han, Yoshiro Kitamura, Akira Kudo, Akimichi Ichinose, Leonardo Rundo, Yujiro Furukawa, Kazuki Umemoto, Yuanzhong Li, Hideki Nakayama
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-Based CT Image Augmentation for Object Detection. 3DV (2019)
Changhee Han, Jaehyeong Lee, Sung Chul Hwang, Gilsoo Jang
Multi-Objective Optimized Operating Strategy of BTB-VSC for Grid Service. ISIE (2019)
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection. CoRR (2019)
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
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets. CoRR (2019)
Changhee Han
Applying GA as Autonomous Landing Methodology to a Computer-Simulated UAV. CSII (selected papers) (2019)
Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images. CIKM (2019)
Changhee Han, Leonardo Rundo, Kohei Murao, Zoltán Ádám Milacski, Kazuki Umemoto, Evis Sala, Hideki Nakayama, Shin'ichi Satoh
GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis. CIBB (2019)
Changhee Han, Kohei Murao, Shin'ichi Satoh, Hideki Nakayama
Learning More with Less: GAN-based Medical Image Augmentation. CoRR (2019)
Changhee Han, Leonardo Rundo, Ryosuke Araki, Yudai Nagano, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection. IEEE Access 7 (2019)
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
USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets. Neurocomputing 365 (2019)
Sungyoon Song, Changhee Han, Seungmin Jung, Minhan Yoon, Gilsoo Jang
Probabilistic Power Flow Analysis of Bulk Power System for Practical Grid Planning Application. IEEE Access 7 (2019)
Changhee Han, Hideaki Hayashi, Leonardo Rundo, Ryosuke Araki, Wataru Shimoda, Shinichi Muramatsu, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama
GAN-based synthetic brain MR image generation. ISBI (2018)
Sungmi Park, Nikolay Akatyev, Yunsik Jang, Jisoo Hwang, Donghyun Kim, Woonseon Yu, Hyunwoo Shin, Changhee Han, Jonghyun Kim
A comparative study on data protection legislations and government standards to implement Digital Forensic Readiness as mandatory requirement. Digit. Investig. (2018)
Changhee Han, Kenji Tsuge, Hitoshi Iba
Optimization of artificial operon construction by consultation algorithms utilizing LCS. CEC (2016)
Woo Ram Jung, Chan-Hyun Youn, Hoeyoung Kim, Changhee Han
Policy-based hybrid workflow management system for advanced heart disease identification. CBMS (2009)
Hyewon Song, Jay J. Dong, Changhee Han, Woo Ram Jung, Chan-Hyun Youn
A SLA-Adaptive Workflow Integrated Grid Resource Management System for Collaborative Healthcare Services. ICIW (2008)
Changhee Han, Chan-Hyun Youn, Woo Ram Jung
Web-Based System for Advanced Heart Disease Identification Using Grid Computing Technology. CBMS (2008)
Hyewon Song, Chan-Hyun Youn, Changhee Han, Youngjoo Han, Sangjin Jeong, Jaehoon Nah
Configuration Management Policy in QoS-Constrained Grid Networks. APNOMS (2006)
Sang-Il Lee, Youngjoo Han, Hyewon Song, Changhee Han, Chan-Hyun Youn
Grid Policy Administrator with MDP-Based Resource Management Scheme. GCA (2006)
Hyewon Song, Chan-Hyun Youn, Changhee Han, Dong Su Nam, Gwang-Ja Jin, Sangjin Jeong
QoS-constraint Configuration Management Policy in Grid over GMPLS Networks. CIT (2006)