Nova F. Smedley

Using deep neural networks for radiogenomic analysis

William Hsu, Nova F. Smedley, William Hsu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies

Denise R. Aberle, Ricky K. Taira, Alex A. T. Bui, 2018, Comput. Biol. Medicine.

Discovering and interpreting transcriptomic drivers of imaging traits using neural networks

William Hsu, Suzie El-Saden, Nova F. Smedley, 2020, Bioinform..

A Platform for Generating and Validating Breast Risk Models from Clinical Data: Towards Patient-Centered Risk Stratified Screening

Alex A. T. Bui, Arash Naeim, William Hsu, 2015, AMIA.

Identifying transcription patterns of histology and radiomics features in NSCLC with neural networks

Nova F. Smedley, D. Aberle, William Hsu, 2020, bioRxiv.

Longitudinal Patterns in Clinical and Imaging Measurements Predict Residual Survival in Glioblastoma Patients

Nova F. Smedley, T. Cloughesy, William Hsu, 2018, Scientific Reports.

Discovering and interpreting transcriptomic drivers of imaging traits using neural networks

Nova F. Smedley, William Hsu, S. El-Saden, 2019, Bioinform..

Using deep neural networks and interpretability methods to identify gene expression patterns that predict radiomic features and histology in non-small cell lung cancer

William Hsu, Nova F. Smedley, Denise R Aberle, 2021, Journal of medical imaging.