Cooper, Lee A. D.

Predicting cancer outcomes from histology and genomics using convolutional networks

Mobadersany, P., Yousefi, S., Amgad, M., Gutman, D. A., Barnholtz-Sloan, J. S., Velázquez Vega, J. E., Brat, D. J., & Cooper, L. A. D. (2018) · Proceedings of the National Academy of Sciences

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 1,084

Structured crowdsourcing enables convolutional segmentation of histology images

Amgad, M., Elfandy, H., Hussein, H., Atteya, L. A., Elsebaie, M. A. T., Abo Elnasr, L. S., Sakr, R. A., Salem, H. S. E., Ismail, A. F., Saad, A. M., et al. (2019) · Bioinformatics

AI in cancer detectionMedical Image Segmentation Techniques

Cited by 315

An expanded universe of cancer targets

Hahn, W. C., Bader, J. S., Braun, T. P., Califano, A., Clemons, P. A., Druker, B. J., Ewald, A. J., Fu, H., Jagu, S., Kemp, C. J., et al. (2021) · Cell

Cancer Genomics and DiagnosticsChromatin Remodeling and Cancer

Cited by 213

A population-level digital histologic biomarker for enhanced prognosis of invasive breast cancer

Amgad, M., Hodge, J. M., Elsebaie, M. A. T., Bodelon, C., Puvanesarajah, S., Gutman, D. A., Siziopikou, K. P., Goldstein, J. A., Gaudet, M. M., Teras, L. R., et al. (2024) · Nature Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 137

A convolutional neural network to filter artifacts in spectroscopic MRI

Gurbani, S. S., Schreibmann, E., Maudsley, A. A., Cordova, J. S., Soher, B. J., Poptani, H., Verma, G., Barker, P. B., Shim, H., & Cooper, L. A. D. (2018) · Magnetic Resonance in Medicine

Advanced MRI Techniques and ApplicationsMetabolomics and Mass Spectrometry Studies

Cited by 84

Phosphoinositide 3-kinase signaling can modulate MHC class I and II expression

Chandrasekaran, S., Sasaki, M., Scharer, C. D., Kissick, H. T., Patterson, D. G., Magliocca, K. R., Seykora, J. T., Sapkota, B., Gutman, D. A., Cooper, L. A., et al. (2019) · Molecular Cancer Research

PI3K/AKT/mTOR signaling in cancerCancer Immunotherapy and Biomarkers

Cited by 61