machine learning

Multi-omics machine learning can detect ALS 10 years before symptom appears

September 29, 2025 / Research update / InnovateMed Author / machine learning

Peer-Reviewed Publication BGI Genomics image: Multi-Omics Mechine Learning Can Detect ALS 10 Years Before Symptom Appears view more Credit: BGI Genomics A new study applying multi-omics techniques and machine learning identified 33 plasma proteins that differ significantly in patients with amyotrophic lateral sclerosis (ALS). The findings suggest ALS could be detected up to 10 years before symptoms appear, […]

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Machine learning method helps bring diagnostic testing out of the lab

June 17, 2025 / Artificial Intelligence, Research update / InnovateMed Author / bring diagnostic testing, machine learning

by Katie Brady, University of Illinois at Urbana-Champaign edited by Sadie Harley, reviewed by Andrew Zinin Editors’ notes Credit: Unsplash/CC0 Public Domain What if people could detect cancer and other diseases with the same speed and ease as a pregnancy test or blood glucose meter? Researchers at the Carl R. Woese Institute for Genomic Biology are a step

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Integrative exome sequencing and machine learning identify new genes contributing to systemic sclerosis risk

June 17, 2025 / Genetics, Integrative exome sequencing, Research update / InnovateMed Author / machine learning, systemic sclerosis

by Molly Chiu, Baylor College of Medicine edited by Robert Egan Editors’ notes Graphical abstract. Credit: Annals of the Rheumatic Diseases (2025). DOI: 10.1016/j.ard.2025.05.009 Systemic sclerosis (SSc) is a severe autoimmune disease with complex genetic causes. Some genetic contributors have been identified, but others remain unknown, which has impeded the development of targeted treatments. In a new study published in Annals

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Multi-omics machine learning can detect ALS 10 years before symptom appears

Machine learning method helps bring diagnostic testing out of the lab

Integrative exome sequencing and machine learning identify new genes contributing to systemic sclerosis risk

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