Session
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The 11th Computational Approaches for Cancer Workshop (CAFCW25)
Session ChairsPhD
DescriptionAs cancer research becomes increasingly data-driven, the impact of high performance computing continues to grow, bridging the gap between scientific discovery and clinical application. HPC plays a transformative role in advancing cancer research and improving patient care by enabling the analysis of complex, large-scale biological data at unprecedented speed and scale. These capabilities accelerate the development of precision medicine approaches, allowing for more accurate diagnoses and tailored therapies. In addition, HPC supports large-scale clinical data integration, helping to uncover patterns and outcomes that inform evidence-based care.
This year's workshop will bring together a wide range of researchers interested in advancing the use of computation to better understand, diagnose, treat, and prevent cancer. Participants include clinicians, cancer biologists, mathematicians, data scientists, computational scientists, engineers, developers, vendors, thought leaders – and students. The special emphasis for CAFCW25 will build on the theme 'HPC Ignites Innovations in Cancer Research and Care' with presenters who show novel uses of HPC technologies in enabling efforts, clinical applications, translation for patient impact, and improving communication with visualization and education around cancer.
This year's workshop will bring together a wide range of researchers interested in advancing the use of computation to better understand, diagnose, treat, and prevent cancer. Participants include clinicians, cancer biologists, mathematicians, data scientists, computational scientists, engineers, developers, vendors, thought leaders – and students. The special emphasis for CAFCW25 will build on the theme 'HPC Ignites Innovations in Cancer Research and Care' with presenters who show novel uses of HPC technologies in enabling efforts, clinical applications, translation for patient impact, and improving communication with visualization and education around cancer.
Event Type
Workshop
TimeMonday, 17 November 20259:00am - 12:30pm CST
Location241
Livestreamed
Recorded
TP
W
Presentations
| 9:00am - 9:05am CST | The Eleventh Computational Approaches for Cancer Workshop (CAFCW25) | |
| 9:05am - 9:45am CST | Panel Session #1: AI, Cancer, the Future Moderator | |
| 9:45am - 10:00am CST | Poster Session Highlights | |
| 10:00am - 10:30am CST | Morning Break - Computational Approaches for Cancer Workshop (CAFCW25) | |
| 10:30am - 10:50am CST | iSTaRT - in Silico Targeted Radionuclide Therapy: Designing Inhibitor-Chelator Conjugates | |
| 10:50am - 11:10am CST | An AI Agentic Framework for Understanding Low-Dose Radiation Effects on Human Lung Epithelial Cells | |
| 11:10am - 11:30am CST | PathLlama: A Language Model for Automated Cancer Surveillance | |
| 11:30am - 11:35am CST | Stretch Break | |
| 11:35am - 11:55am CST | Programmatic Innovations in Cancer Team Data Science | |
| 11:55am - 12:10pm CST | PathPCNet: Pathway Principal Component-Based Interpretable Framework for Drug Sensitivity Prediction | |
| 12:10pm - 12:25pm CST | Bayesian Inference for Patient-Specific Digital Twins in Oncology | |
| 12:25pm - 12:30pm CST | Wrap up and closing remarks |
