News
AI-driven model predicts type 1 diabetes risk with greater accuracy
1+ hour, 46+ min ago (527+ words) By combining large-scale genetics with machine learning, researchers uncover hidden risk patterns and distinct patient subtypes that could transform how type 1 diabetes is identified and understood. Study: Genetic association and machine learning improve the prediction of type 1 diabetes risk. Image…...
Researchers develop machine learning models to identify biomarkers for chronic fatigue syndrome
8+ mon, 3+ week ago (531+ words) When cells expire, they leave behind an activity log of sorts: RNA expelled into blood plasma that reveal changes in gene expression, cellular signaling, tissue injury and other biological processes. The findings were published Aug. 11 in Proceedings of the National…...
Machine learning advances human-centric drug toxicity prediction
5+ mon, 4+ week ago (109+ words) Furthermore, it demonstrated practicality in "chronological validation," which alerts users to drugs facing market withdrawal due to toxicity. After training the prediction model on only drug data up to 1991, it correctly predicted drugs expected to be withdrawn from the market…...
Researchers design intrinsically disordered proteins with tailored properties
6+ mon, 4+ week ago (146+ words) The work is published in'Nature Computational Science'and was co-led by SEAS graduate student Ryan Krueger and former NSF-Simons Quant Bio Fellow'Krishna Shrinivas, now an assistant professor at Northwestern, in collaboration with'Michael Brenner, the Catalyst Professor of Applied Mathematics and Applied…...
Machine learning models can predict urgent care needs for patients with non'small cell lung cancer
7+ mon, 2+ week ago (236+ words) A new study published in JCO Clinical Cancer Informatics demonstrates that machine learning models incorporating patient-reported outcomes and wearable sensor data can predict which patients with non'small cell lung cancer are most at risk of needing urgent care during treatment....
How Artificial Intelligence Is Revolutionizing Emergency Medicine
7+ mon, 2+ week ago (405+ words) Artificial intelligence is transforming emergency medicine by enhancing triage, diagnosis, and resource management, while also facing challenges related to ethics, bias, and regulation. This article explores its applications, benefits, and limitations in real-world clinical care. The emergency patient journey and…...
Interpretable machine learning model advances analysis of complex genetic traits
3+ week, 6+ day ago (290+ words) A new study published in Genome Research presents an interpretable artificial intelligence framework that improves both the accuracy and transparency of genomic prediction, a key challenge in fields such as precision medicine, crop science, and animal breeding. Predicting observable traits…...
Machine learning uncovers thousands of unknown bacterial immune defense systems
1+ mon, 2+ day ago (601+ words) News-Medical Machine learning uncovers thousands of unknown bacterial immune defense systems Bacterial immune systems protect against viral invaders called phages by precisely targeting specific phage genetic sequences. This precision provided inspiration and building blocks for biotechnologies such as the CRISPR…...
Machine learning speeds up AMP discovery for treating ulcerative colitis
1+ mon, 1+ week ago (958+ words) Ulcerative colitis (UC) is a chronic inflammatory bowel disease characterized by recurrent intestinal inflammation, abdominal pain and diarrhea. Machine learning speeds up AMP discovery for treating ulcerative colitis A machine learning-based computational approach to accelerate therapeutic discovery Ulcerative colitis (UC)…...
Automated system relies on imaging droplets of biofluids for disease diagnosis
5+ mon, 2+ week ago (351+ words) Not long ago, the idea of diagnosing a disease with a droplet of blood was considered a pipe dream. Today, this technology could soon become a reality. Automated system relies on imaging droplets of biofluids for disease diagnosis Not long…...