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Personalized oxygenation could improve outcomes for patients on ventilators

June 3, 2024 sarah JonasResearch Results

Researchers used a machine learning model to predict personalized oxygenation targets. Data analysis revealed that mortality rates were lower for patients who received the oxygen level predicted to be most beneficial for them.

Johns Hopkins Medicine Researchers Create Machine Learning Model To Calculate Chemotherapy Success In Patients With Osteosarcoma

November 2, 2023 sarah JonasResearch Results

A research team at Johns Hopkins Medicine has created and trained a machine learning model to calculate percent necrosis (PN) — or, what percentage of a tumor is “dead” and no longer active — in patients with osteosarcoma, a type of bone cancer. The model’s calculation was 85% correct when compared to the results of a musculoskeletal pathologist.

Mount Sinai Researchers Develop Machine Learning Model that Can Detect and Predict COVID-19 from Collected Data on Wearable Devices

June 22, 2022 sarah JonasResearch Results

Mount Sinai researchers have developed a machine learning algorithm that can determine if an individual has SARS-CoV-2 infections, the virus that causes COVID-19—with a high sensitivity and specificity—from the data collected by wearable devices.