James Monaco

Computerized Image-Based Detection and Grading of Lymphocytic Infiltration in HER2+ Breast Cancer Histopathology

Ajay Basavanhally, Shridar Ganesan, Shannon C. Agner et al. · IEEE Transactions on Biomedical Engineering · 2009 · 266 citations

Engineering, Machine Learning, Digital Pathology +27

High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models

James Monaco, John E. Tomaszewski, Michael D. Feldman et al. · Medical Image Analysis · 2010 · 123 citations · Full text

Image Analysis, Machine Learning, Medical Imaging +13

Computer aided diagnostic tools aim to empower rather than replace pathologists: Lessons learned from computational chess

Jason Hipp, Thomas J. Flotte, James Monaco et al. · Journal of Pathology Informatics · 2011 · 77 citations · Full text

Artificial Intelligence, Computational Chess, Engineering +15

An active learning based classification strategy for the minority class problem: application to histopathology annotation

Scott Doyle, James Monaco, Michaël Feldman et al. · BMC Bioinformatics · 2011 · 70 citations · Full text

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

George Lee, Scott Doyle, James Monaco et al. · 2009 · 37 citations

Engineering, Machine Learning, Digital Pathology +24