An automated pipeline of frequency representation and machine learning models on raw electronic health record (EHR) audit logs can classify work settings based on clinical work activities ...

Machine learning outperforms clinical experts in classifying hip fractures. ScienceDaily . Retrieved June 2, 2025 from www.sciencedaily.com / releases / 2022 / 02 / 220211102644.htm ...

A new machine learning model can classify lung cancer slides at the pathologist level. ScienceDaily . Retrieved May 29, 2025 from www.sciencedaily.com / releases / 2019 / 03 / 190304095855.htm ...

With unsupervised learning, an algorithm is subjected to “unknown” data for which no previously defined categories or labels exist. The machine learning system must teach itself to classify ...

Using recent advances in machine learning, the team, led by Saeed Hassanpour, PhD, developed a deep neural network to classify different types of lung adenocarcinoma on histopathology slides, and ...

Machine learning algorithms classified level of neurosurgical skill with high accuracy, ... Cite this: Machine Learning Algorithms Classify Neurosurgical Skill - Medscape - Aug 05, 2019.

One of the challenges of facing cancer researchers is coming up with a clearly defined classification system. Cancer is a diverse disease with dozens of general groups. Each broad group, such as liver ...

In this video from the Musculoskeletal Infection Society Annual Meeting, Carl A. Deirmengian, MD, discussed results that showed unsupervised machine learning may be able to accurately classify ...

Machine learning used to classify fossils of extinct pollen Peer-Reviewed Publication. Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign ...

Machine learning algorithms fed verbal and non-verbal language data from 379 patients were able to identify those who were suicidal, had a mental illness, or neither in most cases. With 80,000 ...