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Neurology
REDDI pipeline improves balanced accuracy for classifying MCI, MS, Parkinson's, and ALS using MEG data
Can a new computer tool help doctors spot brain diseases faster and more accurately?
This study developed a machine learning framework called REDDI that utilizes MEG resting-state data and Riemannian geometry for classifying…
A new computer tool helps doctors distinguish between hard-to-tell-apart brain diseases like Parkinson's and ALS with 13% better accuracy.
medRxiv
Apr 15, 2026
Hematology
Sys. Review
Systematic review validates iPSC-derived organoids as models for ALS pathology compared to traditional 2D or animal models
Scientists Grow Tiny ALS Brains in Labs — What It Could Mean
This systematic review evaluated in vitro organoid models derived from human-specific neural and neuromuscular subtypes for Amyotrophic Late…
For the first time, scientists can watch ALS unfold in human tissue grown outside the body — which could speed up the search for treatments …
Frontiers
Apr 14, 2026
Radiology & Imaging
Meta-analysis
Muscle ultrasonography shows high diagnostic accuracy for fasciculation detection in ALS
A Simple Scan Could Speed Up an ALS Diagnosis
A systematic review and meta-analysis of 13 studies involving 1,176 participants found muscle ultrasonography has high sensitivity (0.87) an…
A common ultrasound machine may help doctors spot a key sign of ALS more quickly, potentially shortening the difficult diagnostic journey.
Apr 11, 2026
Rheumatology
Cohort
China's rehabilitation needs for neurological disorders increased significantly from 1990 to 2021
A Silent Wave of Disability is Rising. Here’s Who’s Most at Risk
This cross-sectional analysis of data from China between 1990 and 2021 examined rehabilitation needs for ten neurological conditions, includ…
China faces a rising wave of neurological disability driven by aging, with stroke, Alzheimer's, and Parkinson's creating urgent long-term ca…
Frontiers
Apr 10, 2026
Neurology
Meta-analysis
FDG-PET reveals dysregulated glucose metabolism as a common feature across late-onset neurodegenerative diseases with unique patterns
FDG-PET scans show common brain glucose changes across several late-onset neurodegenerative diseases
This meta-analysis of 5,412 individuals with age-associated neurodegenerative diseases (A2ND) and 3,549 controls utilized FDG-PET to quantif…
FDG-PET scans reveal that dysregulated brain glucose metabolism is a shared feature across late-onset neurodegenerative diseases like Alzhei…
medRxiv
Apr 9, 2026
Neurology
Meta-analysis
Meta-analysis finds no significant association between statin use and ALS survival outcomes
Do statins help people with ALS live longer? A new analysis finds no clear link
A meta-analysis of 3,739 ALS patients (889 statin users) from six studies found no statistically significant association between statin use …
A new analysis of 3,739 people with ALS found no link between taking statins and living longer.
Frontiers
Apr 2, 2026