Eungjoo Lee

28 papers B 2Misc 1Journal 15Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI for Mycetoma Diagnosis in Histopathological Images: The MICCAI 2024 Challenge.
CoRR
Hyam Omar Ali, Sahar Alhesseen, Lamis Elkhair, Adrian Galdran, Ming Feng, Zhixiang Xiong, Zengming Lin, Kele Xu, Liang Hu, Benjamin Keel, Oliver Mills, James Battye, Akshay Kumar, Asra Aslam, Prasad Dutande, Ujjwal Baid, Bhakti Baheti, Suhas S. Gajre, Aravind Shrenivas Murali, Eungjoo Lee, Ahmed Fahal, Rachid Jennane
2025 J jnl
Deep Learning-Based Medical Object Detection: A Survey.
IEEE Access
Mohammadreza Saraei, Mehrshad Lalinia, Eungjoo Lee
2025 J jnl
Efficient Hyperspectral Image Classification Using Discrete Cosine Transform on Limited-Resource Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Eungjoo Lee, Lei Pan, Zhu Li, Shuvra S. Bhattacharyya
2025 — conf
Multimodal Learning for Enhanced Detection in Oral Cancer Screening.
ISBI
Jiayi Zhang, Yuchen Tian, Bofan Song, Eungjoo Lee
2025 — conf
Self-Supervised Graph Transformer with Contrastive Learning for Brain Connectivity Analysis Towards Improving Autism Detection.
ISBI
Yicheng Leng, Syed Muhammad Anwar, Islem Rekik, Sen He, Eungjoo Lee
2025 J jnl
Self-supervised Graph Transformer with Contrastive Learning for Brain Connectivity Analysis towards Improving Autism Detection.
CoRR
Yicheng Leng, Syed Muhammad Anwar, Islem Rekik, Sen He, Eungjoo Lee
2025 B conf
Using Cross-Domain Detection Loss to Infer Multi-Scale Information for Improved Tiny Head Tracking.
FG
Jisu Kim, Alexander Mattingly, Eungjoo Lee, Benjamin S. Riggan
2025 J jnl
Using Cross-Domain Detection Loss to Infer Multi-Scale Information for Improved Tiny Head Tracking.
CoRR
Jisu Kim, Alexander Mattingly, Eungjoo Lee, Benjamin S. Riggan
2025 J jnl
ViT-2SPN: Vision Transformer-based Dual-Stream Self-Supervised Pretraining Networks for Retinal OCT Classification.
CoRR
Mohammadreza Saraei, Igor Kozak, Eungjoo Lee
2024 — conf
Abdominal Ultrasound Similarity Analysis for Quantitative Longitudinal Liver Fibrosis Staging.
CLIP@MICCAI
Eungjoo Lee, Vivek Kumar Singh, Elham Yousef Kalafi, Peng Guo, Arinc Ozturk, Theodore T. Pierce, Brian A. Telfer, Anthony E. Samir, Laura J. Brattain
2024 Misc conf
Child FER: Domain-Agnostic Facial Expression Recognition in Children Using a Secondary Image Diffusion Model.
ICASSP
Eungi Lee, Eungjoo Lee, Syed Muhammad Anwar, Seok Bong Yoo
2024 J jnl
Development of a Modular Real-time Shared-control System for a Smart Wheelchair.
J. Signal Process. Syst.
Vaishanth Ramaraj, Atharva Paralikar, Eungjoo Lee, Syed Muhammad Anwar, Reza Monfaredi
2024 — conf
Multi-scale Attention Network for Diabetic Foot Ulcer Segmentation Using Self-supervised Learning.
DFUC@MICCAI
Aravind Shrenivas Murali, Marino Chuquilín, Eungjoo Lee
2023 J jnl
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Medical Image Anal.
Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2023 J jnl
Toward Robust Partial-Image Based Template Matching Techniques for MRI-Guided Interventions.
J. Digit. Imaging
Eungjoo Lee, Setareh Farzinfard, Pavel Yarmolenko, Kevin Cleary, Reza Monfaredi
2022 J jnl
Development of a Modular Real-time Shared-control System for a Smart Wheelchair.
CoRR
Vaishanth Ramaraj, Atharva Paralikar, Eungjoo Lee, Syed Muhammad Anwar, Reza Monfaredi
2022 B conf
EADTC: An Approach to Interpretable and Accurate Crime Prediction.
SMC
Yujunrong Ma, Kiminori Nakamura, Eungjoo Lee, Shuvra S. Bhattacharyya
2022 — conf
Exploiting Simplified Depth Estimation for Stereo-based 2D Object Detection.
AIPR
Yaesop Lee, Hyungtae Lee, Eungjoo Lee, Heesung Kwon, Shuvra S. Bhattacharyya
2022 — conf
Real-time Face Tracking Based on a Configurable Ensemble of Detectors.
IEEECONF
Eungjoo Lee, Alexander Mattingly, Heesung Kwon, Benjamin S. Riggan, Shuvra S. Bhattacharyya
2022 J jnl
Validation of object detection in UAV-based images using synthetic data.
CoRR
Eungjoo Lee, Damon M. Conover, Shuvra S. Bhattacharyya, Heesung Kwon, Jason Hill, Kenneth Evensen
2021 J jnl
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark.
CoRR
Martin Wagner, Beat Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eungjoo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt
2021 — conf
DCT-based Hyperspectral Image Classification on Resource-Constrained Platforms.
WHISPERS
Eungjoo Lee, Yi-Ting Shen, Lei Pan, Zhu Li, Shuvra S. Bhattacharyya
2021 J jnl
Deep Super-Resolution Imaging Technology: Toward Optical Super-Vision.
IEEE Consumer Electron. Mag.
Seok Bong Yoo, Eungjoo Lee
2021 J jnl
Rapid Quality Assessment of Nonrigid Image Registration Based on Supervised Learning.
J. Digit. Imaging
Eungjoo Lee, William Plishker, Nobuhiko Hata, Paul B. Shyn, Stuart G. Silverman, Shuvra S. Bhattacharyya, Raj Shekhar
2020 — conf
MRI-compatible needle guidance toolkit to streamline arthrography procedures: phantom accuracy study.
Image-Guided Procedures
Reza Monfaredi, Pavel Yarmolenko, Eungjoo Lee, Viktoriya Beskin, Kevin Cleary, Karun Sharma
2020 J jnl
Real-Time Neuron Detection and Neural Signal Extraction Platform for Miniature Calcium Imaging.
Frontiers Comput. Neurosci.
Yaesop Lee, Jing Xie, Eungjoo Lee, Srijesh Sudarsanan, Da-Ting Lin, Rong Chen, Shuvra S. Bhattacharyya
2019 — conf
Hyperspectral Video Processing on Resource-Constrained Platforms.
WHISPERS
Honglei Li, Lei Pan, Eungjoo Lee, Zhu Li, Matthew J. Hoffman, Anthony Vodacek, Shuvra S. Bhattacharyya
2019 — conf
Segmentation of surgical instruments in laparoscopic videos: training dataset generation and deep-learning-based framework.
Image-Guided Procedures
Eungjoo Lee, William Plishker, Xinyang Liu, Timothy D. Kane, Shuvra S. Bhattacharyya, Raj Shekhar