How a Hidden Flaw in EEG Machine Learning Inflates Accuracy by 35 Percentage Points
A new study shows that randomly splitting EEG windows between training and test sets inflates diagnostic accuracy by roughly 35 ...
Tag: reproducibility
ABCDscores: New R Package Brings Transparent Scoring to the ABCD Study
An open-source R package now computes most non-proprietary summary scores for the ABCD Study, replacing fragmented scripts with transparent, reproducible ...
OBLX pipeline brings order to the chaos of genome reference libraries
A new Snakemake-based pipeline called OBLX automates the construction of standardized, version-matched genome reference libraries to improve reproducibility in cancer ...
New Open-Source Suite Brings Reproducible Spectro-Electrochemical Analysis to Every Lab Bench
A new open-source graphical application called SpectroElectroChem Suite automates reproducible analysis of spectro-electrochemical and rotating ring-disk electrode data, replacing error-prone ...
AI Drafts an Engineering Review and Then Audits Itself in a Bold Stress Test
Researchers published an AI-drafted tutorial review on characteristic mode analysis for metasurface design and paired it with an explicit citation-verification ...
Inside the UC Davis Testing Center Putting Lab-Grown Organoids and AI Models to the Real-World Test
The UC Davis NAMs Testing Center offers an independent, fit-for-purpose evaluation model for organoids, microphysiological systems and computational tools as ...
New Global Benchmark Aims to End the Reproducibility Crisis in AI-Driven Peptide Drug Discovery
An international expert panel has ratified 26 standardised evaluation rules for peptide-target interaction prediction through a three-round eDelphi consensus, aiming ...
New Python Package Puts Biomarker Discoveries to the Test Before They Reach the Clinic
A new open-source Python package called ROOFS benchmarks multiple feature selection methods on a researcher's own data, evaluating predictive performance ...
Hidden Flaws in Public Thyroid AI Datasets Could Inflate Diagnostic Performance
A case-level audit of a public thyroid imaging archive finds contradictory labels, leak-prone data splits, and strong evidence that deep ...
Same-Condition Audit Reveals CPU-Only Machine-Learning Efficiency Numbers Are Far Less Stable Than They Look
The distinction between computational determinism and temporal stability deserves closer examination, because it explains why the audit's findings should not ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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