Cancer Institute of New Jersey (CINJ), Division of Molecular Oncology

Research Output 1990 2019

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Conference contribution
2014
108 Citations (Scopus)

Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks

Cruz-Roa, A., Basavanhally, A., González, F., Gilmore, H., Feldman, M., Ganesan, S., Shih, N., Tomaszewski, J. & Madabhushi, A., Jan 1 2014, Medical Imaging 2014: Digital Pathology. SPIE, 904103. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9041).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ductal Carcinoma
chutes
cancer
Tissue
Neural networks
2012
3 Citations (Scopus)

3D architecture of Ductal Carcinoma in situ from image reconstructions

Norton, K. A., Fujibayashi, M., Bhanot, G., Shinbrot, T., Namazi, S., Ganesan, S., Barnard, N., Iyatomi, H. & Ogawa, K., Dec 1 2012, 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012. p. 631-635 5 p. 6498047. (2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image reconstruction
Ducts
Tissue
2011
4 Citations (Scopus)

A boosted classifier for integrating multiple fields of view: Breast cancer grading in histopathology

Basavanhally, A., Ganesan, S., Shih, N., Mies, C., Feldman, M., Tomaszewski, J. & Madabhushi, A., Nov 2 2011, 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11. p. 125-128 4 p. 5872370

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ROC Curve
Area Under Curve
Classifiers
Breast Neoplasms
Weights and Measures
25 Citations (Scopus)

Incorporating domain knowledge for tubule detection in breast histopathology using O'Callaghan neighborhoods

Basavanhally, A., Yu, E., Xu, J., Ganesan, S., Feldman, M., Tomaszewski, J. & Madabhushi, A., May 13 2011, Medical Imaging 2011: Computer-Aided Diagnosis. Vol. 7963. 796310

Research output: Chapter in Book/Report/Conference proceedingConference contribution

lumens
breast
Breast
Color
Cytoplasm
2009
16 Citations (Scopus)

A boosted distance metric: Application to content based image retrieval and classification of digitized histopathology

Naik, J., Doyle, S., Basavanally, A., Ganesan, S., Feldman, M. D., Tomaszewski, J. E. & Madabhushi, A., Jun 15 2009, Medical Imaging 2009: Computer-Aided Diagnosis. 72603F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7260).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Image retrieval
retrieval
Histology
Tissue
26 Citations (Scopus)

Computer-aided prognosis of er+ breast cancer histopathology and correlating survival outcomewith oncotype dx assay

Basavanhally, A., Xu, J., Madabhushi, A. & Ganesan, S., Nov 17 2009, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. p. 851-854 4 p. 5193186. (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Assays
Breast Neoplasms
Survival
Recurrence
Computer aided diagnosis
8 Citations (Scopus)

Expectation Maximization driven Geodesic Active Contour with Overlap Resolution (EMaGACOR): Application to lymphocyte segmentation on breast cancer histopathology

Fatakdawala, H., Basavanhally, A., Xu, J., Bhanot, G., Ganesan, S., Feldman, M., Tomaszewski, J. & Madabhushi, A., Nov 18 2009, Proceedings of the 2009 9th IEEE International Conference on Bioinformatics and BioEngineering, BIBE 2009. p. 69-76 8 p. 5211319

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lymphocytes
Aptitude
Infiltration
Breast Neoplasms
Artifacts
12 Citations (Scopus)

Segmentation and classification of triple negative breast cancers using dce-mri

Agner, S. C., Xu, J., Fatakdawala, H., Ganesan, S., Madabhushi, A., Englander, S., Rosen, M., Thomas, K., Schnall, M., Feldman, M. & Tomaszewski, J., Nov 17 2009, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. p. 1227-1230 4 p. 5193283

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Triple Negative Breast Neoplasms
Magnetic resonance
Magnetic Resonance Imaging
Classifiers
Breast