James Monaco
Advocate Christ Medical Center(US)Advocate Heart Institute(US)
Publications by Year
Research Areas
AI in cancer detection, Medical Image Segmentation Techniques, Colorectal Cancer Screening and Detection, Image Retrieval and Classification Techniques, Bayesian Methods and Mixture Models
Most-Cited Works
- → Computerized Image-Based Detection and Grading of Lymphocytic Infiltration in HER2+ Breast Cancer Histopathology(2009)266 cited
- → High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models(2010)123 cited
- → Computer aided diagnostic tools aim to empower rather than replace pathologists: Lessons learned from computational chess(2011)77 cited
- → An active learning based classification strategy for the minority class problem: application to histopathology annotation(2011)70 cited
- → Towards Improved Cancer Diagnosis and Prognosis Using Analysis of Gene Expression Data and Computer Aided Imaging(2009)46 cited
- → 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(2009)37 cited
- → Integrated diagnostics: a conceptual framework with examples(2010)36 cited
- → Image Segmentation with Implicit Color Standardization Using Spatially Constrained Expectation Maximization: Detection of Nuclei(2012)30 cited
- → Class-specific weighting for Markov random field estimation: Application to medical image segmentation(2012)28 cited
- → Explained Variance in Multilevel Models(2015)26 cited