Skip to content Skip to navigation

Publications

Found 9 results
Filters: Author is Re, C.  [Clear All Filters]
2020
Cross-Modal Data Programming Enables Rapid Medical Machine Learning, Dunnmon, J. A., Ratner A. J., Saab K., Khandwala N., Markert M., Sagreiya H., Goldman R., Lee-Messer C., Lungren M. P., Rubin D. L., et al. , Patterns (N Y), May 8, Volume 1, Number 2, (2020)
Weak supervision as an efficient approach for automated seizure detection in electroencephalography, Saab, K., Dunnmon J., Re C., Rubin D., and Lee-Messer C. , npj Digital MedicineNPJ Digit Med, Apr 20, Volume 3, Number 1, (2020)
2019
Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs, Dunnmon, J. A., Yi D., Langlotz C. P., Re C., Rubin D. L., and Lungren M. P. , Radiology, Feb, Volume 290, Number 2, p.537-544, (2019)
Doubly Weak Supervision of Deep Learning Models for Head CT, Saab, K., Dunnmon J., Goldman R., Ratner A., Sagreiya H., Re C., and Rubin D. , Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, Dlmia 2018, Volume 11766, p.811-819, (2019)
Improving Sample Complexity with Observational Supervision, Saab, K., Dunnmon J. A., Ratner A. V., Rubin D. L., and Re C. , ICLR LLD Workshop, p.https://openreview.net/forum?id=r1gPtjcH_N, (2019)
2018
Unraveling the molecular basis of lung adenocarcinoma dedifferentiation and prognosis by integrating omics and histopathology, Yu, K. H., Berry G. J., Rubin D. L., Re C., Altman R., and Snyder M. , (2018)
2017
Association of Omics Features with Histopathology Patterns in Lung Adenocarcinoma, Yu, K. H., Berry G. J., Rubin D. L., Re C., Altman R. B., and Snyder M. , Cell Syst, Dec 27, Volume 5, Number 6, p.620-627 e3, (2017)
Inferring Generative Model Structure with Static Analysis, Varma, P., He B., Bajaj P., Banerjee I., Khandwala N., Rubin D. L., and Re C. , Adv Neural Inf Process Syst, Dec, Volume 30, p.239-249, (2017)
2016
Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features, Yu, K. H., Zhang C., Berry G. J., Altman R. B., Re C., Rubin D. L., and Snyder M. , Nat Commun, Volume 7, p.12474, (2016)