David A Gutman

发表

Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models

Congzheng Song, Safoora Yousefi, Fatemeh Amrollahi, 2017 .

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

Sanghoon Lee, David A Gutman, Mohammed Khalilia, 2017, Cancer research.

HistomicsML2.0: Fast interactive machine learning for whole slide imaging data pdf

Sanghoon Lee, David A Gutman, Mohamed Amgad, 2020, ArXiv.

Predicting cancer outcomes from histology and genomics using convolutional networks

Jill S Barnholtz-Sloan, Safoora Yousefi, Mohamed Amgad, 2017 .

Interactive phenotyping of large-scale histology imaging data with HistomicsML

Sanghoon Lee, Mohamed Amgad, David A Gutman, 2017, bioRxiv.

PACAP receptor gene polymorphism impacts fear responses in the amygdala and hippocampus

Lynn M Almli, Kerry J Ressler, David A Gutman, 2014, Proceedings of the National Academy of Sciences.

Differences in Neural Activation for Object-Directed Grasping in Chimpanzees and Humans

Guy A Orban, David A Gutman, David M Schuster, 2013, The Journal of Neuroscience.

The tumor microenvironment strongly impacts master transcriptional regulators and gene expression class of glioblastoma.

Tahsin Kurc, Candace Chisolm, Christina Appin, 2012, The American journal of pathology.

Glioblastoma: imaging genomic mapping reveals sex-specific oncogenic associations of cell death.

David A Gutman, Rivka R Colen, Pascal O Zinn, 2015, Radiology.

Social subordination stress and serotonin transporter polymorphisms: associations with brain white matter tract integrity and behavior in juvenile female macaques.

Xiaoping Hu, David A Gutman, Jodi Godfrey, 2014, Cerebral cortex.

Imaging-genomics reveals driving pathways of MRI derived volumetric tumor phenotype features in Glioblastoma

Chad A Holder, William D. Dunn, David A Gutman, 2016, BMC Cancer.

Neural correlates of maternal separation in rhesus monkeys

James K Rilling, David A Gutman, Clinton D Kilts, 2001, Biological Psychiatry.

A combinatorial radiographic phenotype may stratify patient survival and be associated with invasion and proliferation characteristics in glioblastoma.

Max Wintermark, Daniel L Rubin, Justin S Kirby, 2016, Journal of neurosurgery.

The molecular basis of breast cancer pathological phenotypes

Benjamin Haibe-Kains, Andrew H. Beck, David A Gutman, 2017, The Journal of pathology.

Imaging genomic mapping of an invasive MRI phenotype predicts patient outcome and metabolic dysfunction: a TCGA glioma phenotype research group project

Max Wintermark, Chad A Holder, Daniel Rubin, 2014, BMC Medical Genomics.

Tumor-Infiltrating Lymphocytes in Glioblastoma Are Associated with Specific Genomic Alterations and Related to Transcriptional Class

Christina Appin, David A Gutman, Daniel J Brat, 2013, Clinical Cancer Research.