GestAltNet: aggregation and attention to improve deep learning of gestational age from placental whole-slide images

von Mobadersany, Pooya, Cooper, Lee A. D., Goldstein, Jeffery A.
Veröffentlicht in Lab Invest (2021)

Acceleration of Two Point Correlation Function Calculation for Pathology Image Segmentation

von Cooper, Lee A.D., Saltz, Joel H., Catalyurek, Umit, Huang, Kun
Veröffentlicht in Proc IEEE Int Conf Healthc Inform Imaging Syst Biol (2011)

Incorporation of a spectral model in a convolutional neural network for accelerated spectral fitting

von Gurbani, Saumya S., Sheriff, Sulaiman, Maudsley, Andrew A., Shim, Hyunsuk, Cooper, Lee A. D.
Veröffentlicht in Magn Reson Med (2019)

TASI: A software tool for spatial-temporal quantification of tumor spheroid dynamics

von Hou, Yue, Konen, Jessica, Brat, Daniel J., Marcus, Adam I., Cooper, Lee A. D.
Veröffentlicht in Sci Rep (2018)

High expression of MKK3 is associated with worse clinical outcomes in African American breast cancer patients

von Yang, Xuan, Amgad, Mohamed, Cooper, Lee A. D., Du, Yuhong, Fu, Haian, Ivanov, Andrey A.
Veröffentlicht in J Transl Med (2020)

Informatics Approaches to Address New Challenges in the Classification of Lymphoid Malignancies

von Jordan, Jacob, Goldstein, Jordan S., Jaye, David L., Gurcan, Metin, Flowers, Christopher R., Cooper, Lee A.D.
Veröffentlicht in JCO Clin Cancer Inform (2018)

Novel genotype-phenotype associations in human cancers enabled by advanced molecular platforms and computational analysis of whole slide images

von Cooper, Lee A.D., Kong, Jun, Gutman, David A., Dunn, William D., Nalisnik, Michael, Brat, Daniel J.
Veröffentlicht in Lab Invest (2015)

MORPHOLOGICAL SIGNATURES AND GENOMIC CORRELATES IN GLIOBLASTOMA

von Cooper, Lee A.D., Kong, Jun, Wang, Fusheng, Kurc, Tahsin, Moreno, Carlos S., Brat, Daniel J., Saltz, Joel H.
Veröffentlicht 2011

Accelerating Large Scale Image Analyses on Parallel, CPU-GPU Equipped Systems

von Teodoro, George, Kurc, Tahsin M., Pan, Tony, Cooper, Lee A.D., Kong, Jun, Widener, Patrick, Saltz, Joel H.
Veröffentlicht in Proc IPDPS (Conf) (2012)

Learning from crowds in digital pathology using scalable variational Gaussian processes

von López-Pérez, Miguel, Amgad, Mohamed, Morales-Álvarez, Pablo, Ruiz, Pablo, Cooper, Lee A. D., Molina, Rafael, Katsaggelos, Aggelos K.
Veröffentlicht in Sci Rep (2021)

High-throughput Analysis of Large Microscopy Image Datasets on CPU-GPU Cluster Platforms

von Teodoro, George, Pan, Tony, Kurc, Tahsin M., Kong, Jun, Cooper, Lee A. D., Podhorszki, Norbert, Klasky, Scott, Saltz, Joel H.
Veröffentlicht in Proc IPDPS (Conf) (2013)

The Digital Slide Archive: A Software Platform for Management, Integration and Analysis of Histology for Cancer Research

von Gutman, David A, Khalilia, Mohammed, Lee, Sanghoon, Nalisnik, Michael, Mullen, Zach, Beezley, Jonathan, Chittajallu, Deepak R., Manthey, David, Cooper, Lee A.D.
Veröffentlicht in Cancer Res (2017)

Machine-Based Detection and Classification for Bone Marrow Aspirate Differential Counts: Initial Development Focusing on Non-Neoplastic Cells

von Chandradevan, Ramraj, Aljudi, Ahmed A., Drumheller, Bradley R., Kunananthaseelan, Nilakshan, Amgad, Mohamed, Gutman, David A., Cooper, Lee A.D., Jaye, David L.
Veröffentlicht in Lab Invest (2019)

Cancer Digital Slide Archive: an informatics resource to support integrated in silico analysis of TCGA pathology data

von Gutman, David A, Cobb, Jake, Somanna, Dhananjaya, Park, Yuna, Wang, Fusheng, Kurc, Tahsin, Saltz, Joel H, Brat, Daniel J, Cooper, Lee A D
Veröffentlicht 2013

Interactive phenotyping of large-scale histology imaging data with HistomicsML

von Nalisnik, Michael, Amgad, Mohamed, Lee, Sanghoon, Halani, Sameer H., Velazquez Vega, Jose Enrique, Brat, Daniel J., Gutman, David A., Cooper, Lee A. D.
Veröffentlicht in Sci Rep (2017)

Predicting cancer outcomes from histology and genomics using convolutional networks

von Mobadersany, Pooya, Yousefi, Safoora, Amgad, Mohamed, Gutman, David A., Barnholtz-Sloan, Jill S., Velázquez Vega, José E., Brat, Daniel J., Cooper, Lee A. D.
Veröffentlicht in Proc Natl Acad Sci U S A (2018)

The Proneural Molecular Signature Is Enriched in Oligodendrogliomas and Predicts Improved Survival among Diffuse Gliomas

von Cooper, Lee A. D., Gutman, David A., Long, Qi, Johnson, Brent A., Cholleti, Sharath R., Kurc, Tahsin, Saltz, Joel H., Brat, Daniel J., Moreno, Carlos S.
Veröffentlicht 2010

Somatic mutations associated with MRI-derived volumetric features in glioblastoma

von Gutman, David A., Dunn, William D., Grossmann, Patrick, Cooper, Lee A. D., Holder, Chad A., Ligon, Keith L., Alexander, Brian M., Aerts, Hugo J. W. L.
Veröffentlicht in Neuroradiology (2015)

A Convolutional Neural Network to Filter Artifacts in Spectroscopic Magnetic Resonance Imaging

von Gurbani, Saumya S., Schreibmann, Eduard, Maudsley, Andrew A., Cordova, James Scott, Soher, Brian J., Poptani, Harish, Verma, Gaurav, Barker, Peter B., Shim, Hyunsuk, Cooper, Lee A. D.
Veröffentlicht in Magn Reson Med (2018)

A high-performance spatial database based approach for pathology imaging algorithm evaluation

von Wang, Fusheng, Kong, Jun, Gao, Jingjing, Cooper, Lee A.D., Kurc, Tahsin, Zhou, Zhengwen, Adler, David, Vergara-Niedermayr, Cristobal, Katigbak, Bryan, Brat, Daniel J., Saltz, Joel H.
Veröffentlicht 2013