Deep learning-based overall survival prediction model in patients with rare cancer: a case study for primary central nervous system lymphoma

ConclusionsAll these findings indicate that T1Gd can improve prognosis predictions of patients with PCNSL. To the best of our knowledge, this is the first time to use DL to explain model patterns in OS classification of patients with PCNSL. Future work would involve collecting more data of patients with PCNSL, or additional retrospective studies on different patient populations with rare diseases, to further promote the clinical role of our model.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research