Machine Learning for Healthcare analysis ...'
Scientists Apply ML Method to Help Diagnose Deadly Respiratory Illness
UC San Diego Today, Emerson Dameron, December 13, 2022
Researchers at the University of California, San Diego, the Indian Institute of Technology, and the Indian Institute of Information Technology (IIIT) have developed a novel machine learning algorithm to help diagnose pneumonia from chest x-rays. The model features a two-way confirmation system that could complement clinicians and minimize human and computer error. Former IIIT researcher Abhibha Gupta said the three-level optimization model builds on earlier neural architecture search-based frameworks to find the best architecture from a set of candidates for detecting pneumonia. Gupta said this involves implementing the Learning By Teaching framework, which "consists of a teacher and student model that train together in an end-to-end manner to improve their learning abilities." ... '
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