Madison Darmofal

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Abstract 4217: Multi-modal modeling of genomic, histopathologic, and lab data predicts survival after hepatectomy in oligometastatic colorectal cancer

  Cancer Research · 2026-04-03

• Abstract 4100: Large language models for tumor genomic interpretation

  Cancer Research · 2026-04-03

• Abstract 1292: Multimodal modeling of detailed cancer subtypes and molecular features from >60,000 patients with co-registered H&E images and clinical tumor sequencing.

  Cancer Research · 2026-04-03

• Ultrasensitive ctDNA monitoring for organ preservation in patients with locally advanced rectal cancer

  npj Precision Oncology · 2025-12-11 · 4 citations

• 2MO Integrated histopathologic modeling of detailed tumor subtypes and actionable biomarkers

  ESMO Real World Data and Digital Oncology · 2025-11-01

• Clinical Utility and Prognostic Implications of Circulating Cell-Free DNA in Biliary Tract Cancer

  JCO Precision Oncology · 2025-09-01 · 3 citations

• Machine Learning Using >300,000 H&E Images Refines Cancer of Unknown Primary Subtyping

  International Journal of Radiation Oncology*Biology*Physics · 2025-09-01

• Integrated histopathologic modeling of detailed tumor subtypes and actionable biomarkersPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-08-16

• Abstract PR-03 Inferring genomic properties and histologic subtypes of solid tumors from H&E whole-slide images

  Clinical Cancer Research · 2025-07-10

• Abstract A050: Multimodal integration of H&E slides and matched targeted DNA sequencing data for enhanced cancer subtype identification

  Clinical Cancer Research · 2025-07-10

• Abstract 2464: Inferring genomic properties from H&E whole-slide images of >60,000 solid tumors

  Cancer Research · 2025-04-21

• RETRACTED: Circulating tumor DNA status to direct adjuvant immunotherapy for mismatch repair deficient tumorsPreprint

  Research Square · 2025-03-12

• 746 Histologic and Molecular Features to Distinguish Metastatic Urothelial Carcinoma in Lung from Primary Lung Squamous Cell Carcinoma

  Laboratory Investigation · 2025-03-01

• Clinical landscape of cell free DNA alterations in patients with advanced biliary tract cancer treated with targeted therapies.

  Journal of Clinical Oncology · 2025-01-27