Background Recent studies have reported that overall survival of elderly patients with
primary central nervous system lymphoma (PCNSL), who have the highest incidence of this …

Background Pelvic lymph node dissection (PLND) is the gold standard for diagnosis of
lymph node involvement (LNI) in patients with prostate cancer. The Roach formula …

Objective To assess urologist attitudes toward clinical decision support (CDS) embedded
into the electronic health record (EHR) and define design needs to facilitate implementation …

Importance Active surveillance in men with less aggressive prostate cancer is inconsistently
used despite clinical guidelines. Renumeration generally favors treatment over conservative …

Background Certain widely used pathological outcome prediction models that were
developed in tertiary centers tend to overpredict outcomes in the community setting; thus, the …

ML-based predictions are used to inform consequential decisions about individuals. How
should we use predictions (eg, risk of heart attack) to inform downstream binary …

Background Accurate prediction of side-specific extraprostatic extension (ssEPE) is
essential for performing nerve-sparing surgery to mitigate treatment-related side-effects such …

The role of lymph node dissection in radical prostatectomy in the survival of patients with
clinical N0 high-risk localized prostate cancer, has not yet been elucidated. Patients with …

Despite great promise, developing and implementing machine learning (ML) models for
healthcare remains a challenging engineering task. The progression of disease generates …

Background: Several preoperative tools have been developed during the last two decades
to assist patients and physicians across the decision processes in the diagnosis, staging …