Daniel Marcus, PhD

Daniel Marcus, PhD

Primary Academic Title

Professor of Radiology, Washington University School of Medicine

Research Interest

Medical imaging informatics and analysis. Developing the Comprehensive Neuro-oncology Data Repository (CONDR), an integrated database of MRI, PET, clinical, pathology and genetic data. The long-term goal is to develop a resource for exploring advanced imaging and the genetics of brain cancers.

Education

  • 2001: PhD, neuroscience, Washington University, St. Louis

Selected Research Publications

Machine Learning-based Prognostic Subgrouping of Glioblastoma: A Multi-center Study.
  • Akbari H, Bakas S, Sako C, [...] Marcus DS, [...] Davatzikos C
  • Neuro-oncology 2024
Machine Learning-based Prognostic Subgrouping of Glioblastoma: A Multi-center Study.
  • Akbari H, Bakas S, Sako C, [...] Marcus DS, [...] Davatzikos C
  • Neuro-oncology 2024
Genomic loci influence patterns of structural covariance in the human brain.
  • Wen J, Nasrallah IM, Abdulkadir A, [...] Marcus DS, [...] Davatzikos C
  • Proc Natl Acad Sci USA 2023
Genomic loci influence patterns of structural covariance in the human brain.
  • Wen J, Nasrallah IM, Abdulkadir A, [...] Marcus DS, [...] Davatzikos C
  • Proc Natl Acad Sci USA 2023
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-Oncology (I3CR-WANO).
  • Chakrabarty S, Abidi SA, Mousa M, [...] Marcus DS
  • JCO Clin Cancer Inform 2023
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-Oncology (I3CR-WANO).
  • Chakrabarty S, Abidi SA, Mousa M, [...] Marcus DS
  • JCO Clin Cancer Inform 2023
Federated learning enables big data for rare cancer boundary detection.
  • Pati S, Baid U, Edwards B, [...] Marcus D, [...] Bakas S
  • Nat Commun 2022
Federated learning enables big data for rare cancer boundary detection.
  • Pati S, Baid U, Edwards B, [...] Marcus D, [...] Bakas S
  • Nat Commun 2022

View All Publications