The role of human in the loop: lessons from D3R challenge 4
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Computer-Aided Molecular Design"
DOI: 10.1007/s10822-020-00291-4
Abstract: The rapid development of new machine learning techniques led to significant progress in the area of computer-aided drug design. However, despite the enormous predictive power of new methods, they lack explainability and are often used… read more here.
Keywords: human experts; human loop; loop lessons; role human ... See more keywords
Machine learning outperforms human experts in MRI pattern analysis of muscular dystrophies
Sign Up to like & getrecommendations! Published in 2020 at "Neurology"
DOI: 10.1212/wnl.0000000000009053
Abstract: Accurate genetic diagnosis in inherited muscle diseases is challenging, with over 30 causative genes for the limb-girdle muscular dystrophies (LGMDs) alone,1 but also vital, with gene-specific therapies now available and more on the horizon.2 Although… read more here.
Keywords: learning outperforms; muscle; human experts; muscular dystrophies ... See more keywords
Comprehensive AI-assisted tool for ankylosing spondylitis based on multicenter research outperforms human experts
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Public Health"
DOI: 10.3389/fpubh.2023.1063633
Abstract: Introduction The diagnosis and treatment of ankylosing spondylitis (AS) is a difficult task, especially in less developed countries without access to experts. To address this issue, a comprehensive artificial intelligence (AI) tool was created to… read more here.
Keywords: tool; comprehensive assisted; human experts; model ... See more keywords