A New Algorithm Identifies Candidates for Palliative Care by Predicting When Patients Will Die
November 29, 2017
(MIT Technology Review) – End-of-life care can be stressful for patients and their loved ones, but a new algorithm could help provide better care to people during their final months. A paper published in arXiv by researchers from Stanford describes a deep neural network that can look at a patient’s records and estimate the chance of mortality in the next three to 12 months. The team found that this serves as a good way to identify patients who could benefit from palliative care. Importantly, the algorithm also creates reports to explain its predictions to doctors.