Sanghoon Lee

24 papers B 2C 2Journal 6Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
A Brief Experimental Survey of Semantic Image Segmentation on PanNuke and NuCLS Datasets.
ICSC
Sai Chandana Koganti, Sanghoon Lee
2025 — conf
Evaluation of Hand-Crafted Features with Mask Images Obtained from PanNuke Dataset Using Bayesian Optimization and Machine Learning Models.
ICSC
Siri Yellu, Sai Chandana Koganti, Hamed Elghazzali, Yanjun Zhao, Drew F. K. Williamson, Sanghoon Lee
2025 J jnl
Task-Ready PanNuke and NuCLS Datasets: Reorganization, Synthetic Data Generation, and Experimental Evaluation.
IEEE Access
Sai Chandana Koganti, Siri Yellu, Jihoon Yun, Sanghoon Lee
2024 — conf
Class Probability-guided Ensemble Learning-based Semantic Segmentation to Predict Cancerous Regions on Hematoxylin and Eosin-stained Images.
ICSC
Sanghoon Lee, Sai Chandana Koganti, InChan Hwang, Minjae Woo
2024 — conf
Comprehensive Experiments on Breast Cancer Hematoxylin and Eosin-stained Images Using UNet.
ACM Southeast Regional Conference
Emily Jackson, Faye Le, Je'Dae I. Lisbon, Max Coleman, Jordyn Burman, Astrid Wonderley, Sepehr Eshaghian, Sanghoon Lee
2024 — conf
High-rate emphasized DeepLabV3Plus for Semantic Segmentation of Breast Cancer-related Hematoxylin and Eosin-stained Images.
EMBC
Sanghoon Lee, Yanjun Zhao, Wookjin Choi
2024 J jnl
SN-FPN: Self-Attention Nested Feature Pyramid Network for Digital Pathology Image Segmentation.
IEEE Access
Sanghoon Lee, Kazi Aminul Islam, Sai Chandana Koganti, Varshini Yaganti, Sai Ramya Sri Mamillapalli, Hannah Vitalos, Drew F. K. Williamson
2021 J jnl
Experiment on Activated Carbon Manufactured from Waste Coffee Grounds on the Compressive Strength of Cement Mortars.
Symmetry
Sukjoon Na, Sanghoon Lee, Sungmin Youn
2021 — conf
Implementation of Diabetes Incidence Prediction Using a Multilayer Perceptron Neural Network.
BIBM
Hwapyeong Song, Sanghoon Lee
2021 C conf
Predicting Fruit Fly Behaviour using TOLC device and DeepLabCut.
BIBE
Sanghoon Lee, Brayden Waugh, Garret O'Dell, Xiji Zhao, Wook-Sung Yoo, Dal Hyung Kim
2020 J jnl
HistomicsML2.0: Fast interactive machine learning for whole slide imaging data.
CoRR
Sanghoon Lee, Mohamed Amgad, Deepak Roy Chittajallu, Matt McCormick, Brian P. Pollack, Habiba Elfandy, Hagar Hussein, David A. Gutman, Lee A. D. Cooper
2020 C conf
Unsupervised Learning of Deep-Learned Features from Breast Cancer Images.
BIBE
Sanghoon Lee, Colton Farley, Simon Shim, Wook-Sung Yoo, Yanjun Zhao, Wookjin Choi
2020 J jnl
Unsupervised Learning of Deep-Learned Features from Breast Cancer Images.
CoRR
Sanghoon Lee, Colton Farley, Simon Shim, Yanjun Zhao, Wookjin Choi, Wook-Sung Yoo
2019 — conf
An Ensemble-based Active Learning for Breast Cancer Classification.
BIBM
Sanghoon Lee, Mohamed Amgad, Mohamed Masoud, Rajasekaran Subramanian, David A. Gutman, Lee Cooper
2018 — conf
Vectorized persistent homology representations for characterizing glandular architecture in histology images.
ISBI
Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee, Samuel Gerber, Jonathan D. Beezley, David Manthey, David A. Gutman, Lee Cooper
2017 J jnl
A survey of tag-based information retrieval.
Int. J. Multim. Inf. Retr.
Sanghoon Lee, Mohamed Eid Mahmoud Masoud, Janani Balaji, Saeid Belkasim, Rajshekhar Sunderraman, Seung-Jin Moon
2016 — conf
A Heuristic Approach for Vehicle Scheduling Problem with Time and Capacity Constraints.
UKSim
Mohamed Eid Mahmoud Masoud, Sanghoon Lee, Saeid Belkasim
2016 B conf
Dynamic Allocation of Service Function Chains under Priority Dependency Constraint.
WI
Mohamed Eid Mahmoud Masoud, Sanghoon Lee, Saeid Belkasim
2016 B conf
Statistical-Based Image Tagging.
WI
Mohamed Eid Mahmoud Masoud, Sanghoon Lee, Saeid Belkasim
2015 — conf
Domain specific information retrieval and text mining in medical document.
BCB
Sanghoon Lee, Yanjun Zhao, Mohamed Eid Mahmoud Masoud, Maria Valero, Semra Kul, Saeid Belkasim
2013 — conf
Multi-document Text Summarization Using Topic Model and Fuzzy Logic.
MLDM
Sanghoon Lee, Saeid Belkasim, Yanqing Zhang
2013 — conf
Poster: User-centered query expansion model for health disparities research.
ICCABS
Sanghoon Lee, Saeid Belkasim
2013 — conf
Real Time Micro-blog Summarization Based on Hadoop/HBase.
Web Intelligence/IAT Workshops
Sanghoon Lee, Sunny Shakya, Raj Sunderraman, Saeid Belkasim
2011 — conf
A new real-time location tracking techniques using Doppler radar and bio-sensors in WSN.
RACS
Seung-Jin Moon, Hong-Kyu Kim, Suk-Jun Oh, Sanghoon Lee