WhARIO: whole-slide-image-based survival analysis for patients treated with immunotherapy.
Paul TourniaireMarius IlieJulien MazièresAnna VigierFrançois GhiringhelliNicolas PitonJean-Christophe SabourinFrédéric BibeauPaul HofmanNicholas AyacheHervé DelingettePublished in: Journal of medical imaging (Bellingham, Wash.) (2024)
Our uniquely designed WhARIO features are an efficient predictor of survival for lung cancer patients who received ICI treatment. We achieve similar performance to the current gold standard biomarker, without the need to access other imaging modalities, and show that both can be used together to reach even better results.