OncoMortality vs Nursing Home Mortality Index Usage & Stats
This clinical decision support tool helps medical providers predict risk of 60-, 90-, and 180-day mortality among cancer patients, including breast, lung, ovarian, kidney, and other cancer types
This machine learning algorithm is the digital manifestation of the research paper, An Actionable Tool for Mortality Predictions in Cancer Patients by Dimitris Bertsimas, Jack Dunn, Colin Pawlowski, John Silberholz, Alexander Weinstein, Ying Daisy Zhuo, Eddy Chen, and Aymen Elfiky, that appeared JCO Clinical Cancer Informatics in June, 2018.
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The NHMI app was designed to help clinicians better understand their patients' needs and guide treatment planning for older patients. To use this app, simply select the patient's criteria for each category and press "Results". The estimated probability of death in the next 12 months will appear on the screen with a low, moderate, or high risk classification. To clear all criteria selections, press the "Results" button. For more information about the categories, select the information icon to the right of the category title. Tap the link at the bottom of the results page to open the article referenced in this application.
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- Free
- Medical
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OncoMortality VS. 
Nursing Home Mortality IndexJanuary 18, 2026