Sanghoon Lee

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 14

Top Topics

Unsupervised Learning

Dynamic Allocation

Mammographic Images

Top Venues

ACM Southeast Regional Conference

Publications

Sanghoon Lee, Kazi Aminul Islam, Sai Chandana Koganti, Varshini Yaganti, Sai Ramya Sri Mamillapalli, Hannah Vitalos, Drew F. K. Williamson
SN-FPN: Self-Attention Nested Feature Pyramid Network for Digital Pathology Image Segmentation. IEEE Access 12 (2024)
Sanghoon Lee, Sai Chandana Koganti, InChan Hwang, Minjae Woo
Class Probability-guided Ensemble Learning-based Semantic Segmentation to Predict Cancerous Regions on Hematoxylin and Eosin-stained Images. ICSC (2024)
Emily Jackson, Faye Le, Je'Dae I. Lisbon, Max Coleman, Jordyn Burman, Astrid Wonderley, Sepehr Eshaghian, Sanghoon Lee
Comprehensive Experiments on Breast Cancer Hematoxylin and Eosin-stained Images Using UNet. ACM Southeast Regional Conference (2024)
Sanghoon Lee, Brayden Waugh, Garret O'Dell, Xiji Zhao, Wook-Sung Yoo, Dal Hyung Kim
Predicting Fruit Fly Behaviour using TOLC device and DeepLabCut. BIBE (2021)
Sukjoon Na, Sanghoon Lee, Sungmin Youn
Experiment on Activated Carbon Manufactured from Waste Coffee Grounds on the Compressive Strength of Cement Mortars. Symmetry 13 (4) (2021)
Sanghoon Lee, Colton Farley, Simon Shim, Yanjun Zhao, Wookjin Choi, Wook-Sung Yoo
Unsupervised Learning of Deep-Learned Features from Breast Cancer Images. CoRR (2020)
Sanghoon Lee, Colton Farley, Simon Shim, Wook-Sung Yoo, Yanjun Zhao, Wookjin Choi
Unsupervised Learning of Deep-Learned Features from Breast Cancer Images. BIBE (2020)
Sanghoon Lee, Mohamed Amgad, Deepak Roy Chittajallu, Matt McCormick, Brian P. Pollack, Habiba Elfandy, Hagar Hussein, David A. Gutman, Lee A. D. Cooper
HistomicsML2.0: Fast interactive machine learning for whole slide imaging data. CoRR (2020)
Sanghoon Lee, Mohamed Amgad, Mohamed Masoud, Rajasekaran Subramanian, David A. Gutman, Lee A. D. Cooper
An Ensemble-based Active Learning for Breast Cancer Classification. BIBM (2019)
Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee, Samuel Gerber, Jonathan D. Beezley, David Manthey, David A. Gutman, Lee A. D. Cooper
Vectorized persistent homology representations for characterizing glandular architecture in histology images. ISBI (2018)
Sanghoon Lee, Mohamed Eid Mahmoud Masoud, Janani Balaji, Saeid Belkasim, Rajshekhar Sunderraman, Seung-Jin Moon
A survey of tag-based information retrieval. Int. J. Multim. Inf. Retr. 6 (2) (2017)
Mohamed Eid Mahmoud Masoud, Sanghoon Lee, Saeid Belkasim
Statistical-Based Image Tagging. WI (2016)
Mohamed Eid Mahmoud Masoud, Sanghoon Lee, Saeid Belkasim
Dynamic Allocation of Service Function Chains under Priority Dependency Constraint. WI (2016)
Mohamed Eid Mahmoud Masoud, Sanghoon Lee, Saeid Belkasim
A Heuristic Approach for Vehicle Scheduling Problem with Time and Capacity Constraints. UKSim (2016)
Sanghoon Lee, Yanjun Zhao, Mohamed Eid Mahmoud Masoud, Maria Valero, Semra Kul, Saeid Belkasim
Domain specific information retrieval and text mining in medical document. BCB (2015)
Sanghoon Lee, Saeid Belkasim, Yanqing Zhang
Multi-document Text Summarization Using Topic Model and Fuzzy Logic. MLDM (2013)
Sanghoon Lee, Saeid Belkasim
Poster: User-centered query expansion model for health disparities research. ICCABS (2013)
Sanghoon Lee, Sunny Shakya, Raj Sunderraman, Saeid Belkasim
Real Time Micro-blog Summarization Based on Hadoop/HBase. Web Intelligence/IAT Workshops (2013)
Seung-Jin Moon, Hong-Kyu Kim, Suk-Jun Oh, Sanghoon Lee
A new real-time location tracking techniques using Doppler radar and bio-sensors in WSN. RACS (2011)