George Lee

18 papers Journal 7Unranked 11
YearRankTypeTitle / Venue / Authors
2017 J jnl
Dimensionality reduction-based fusion approaches for imaging and non-imaging biomedical data: concepts, workflow, and use-cases.
BMC Medical Imaging
Satish Viswanath, Pallavi Tiwari, George Lee, Anant Madabhushi
2016 — conf
Evaluating stability of histomorphometric features across scanner and staining variations: predicting biochemical recurrence from prostate cancer whole slide images.
Digital Pathology
Patrick Leo, George Lee, Anant Madabhushi
2016 J jnl
Feature Importance in Nonlinear Embeddings (FINE): Applications in Digital Pathology.
IEEE Trans. Medical Imaging
Shoshana B. Ginsburg, George Lee, Sahirzeeshan Ali, Anant Madabhushi
2016 J jnl
Image analysis and machine learning in digital pathology: Challenges and opportunities.
Medical Image Anal.
Anant Madabhushi, George Lee
2015 J jnl
Supervised Multi-View Canonical Correlation Analysis (sMVCCA): Integrating Histologic and Proteomic Features for Predicting Recurrent Prostate Cancer.
IEEE Trans. Medical Imaging
George Lee, Asha Singanamalli, Haibo Wang, Michael D. Feldman, Stephen R. Master, Natalie N. C. Shih, Elaine Spangler, Timothy R. Rebbeck, John Tomaszewski, Anant Madabhushi
2013 — conf
Cell Orientation Entropy (COrE): Predicting Biochemical Recurrence from Prostate Cancer Tissue Microarrays.
MICCAI (3)
George Lee, Sahirzeeshan Ali, Robert Veltri, Jonathan I. Epstein, Christhunesa Christudass, Anant Madabhushi
2013 — conf
Co-occurring gland tensors in localized cluster graphs: Quantitative histomorphometry for predicting biochemical recurrence for intermediate grade prostate cancer.
ISBI
George Lee, Rachel Sparks, Sahirzeeshan Ali, Anant Madabhushi, Michael D. Feldman, Stephen R. Master, Natalie Shih, John Tomaszewski
2013 — conf
Variable Importance in Nonlinear Kernels (VINK): Classification of Digitized Histopathology.
MICCAI (2)
Shoshana Ginsburg, Sahirzeeshan Ali, George Lee, Ajay Basavanhally, Anant Madabhushi
2011 J jnl
Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data.
Comput. Medical Imaging Graph.
Anant Madabhushi, Shannon Agner, Ajay Basavanhally, Scott Doyle, George Lee
2011 — conf
Evaluating feature selection strategies for high dimensional, small sample size datasets.
EMBC
Abhishek Golugula, George Lee, Anant Madabhushi
2011 — conf
Multi-modal data fusion schemes for integrated classification of imaging and non-imaging biomedical data.
ISBI
Pallavi Tiwari, Satish Viswanath, George Lee, Anant Madabhushi
2011 J jnl
Supervised Regularized Canonical Correlation Analysis: integrating histologic and proteomic measurements for predicting biochemical recurrence following prostate surgery.
BMC Bioinform.
Abhishek Golugula, George Lee, Stephen R. Master, Michael D. Feldman, John Tomaszewski, David W. Speicher, Anant Madabhushi
2011 — conf
Supervised regularized canonical correlation analysis: Integrating histologic and proteomic data for predicting biochemical failures.
EMBC
Abhishek Golugula, George Lee, Stephen R. Master, Michael D. Feldman, John Tomaszewski, Anant Madabhushi
2010 — conf
Computer-aided prognosis: predicting patient and disease outcome via multi-modal image analysis.
ISBI
Anant Madabhushi, Ajay Basavanhally, Scott Doyle, Shannon Agner, George Lee
2010 — conf
Semi-Supervised Graph Embedding Scheme with Active Learning (SSGEAL): Classifying High Dimensional Biomedical Data.
PRIB
George Lee, Anant Madabhushi
2009 — conf
A Knowledge Representation Framework for Integration, Classification of Multi-Scale Imaging and Non-Imaging Data: Preliminary Results in Predicting Prostate Cancer Recurrence by Fusing Mass Spectrometry and Histology.
ISBI
George Lee, Scott Doyle, James Monaco, Michael D. Feldman, Stephen R. Master, John Tomaszewski, Anant Madabhushi
2008 J jnl
Investigating the Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene and Protein Expression Studies.
IEEE ACM Trans. Comput. Biol. Bioinform.
George Lee, Carlos Rodriguez, Anant Madabhushi
2007 — conf
An Empirical Comparison of Dimensionality Reduction Methods for Classifying Gene and Protein Expression Datasets.
ISBRA
George Lee, Carlos Rodriguez, Anant Madabhushi