Single-run benchmark finds AI liver-injury extraction errors
A single-run benchmark of 120 liver injury narratives found that AI systems produced parseable output while retaining potentially causality-distorting errors, ...
Tag: benchmarking
Retrospective study finds heterogeneity in recorded postoperative symptoms across assessors
A retrospective study of 121,755 postoperative nursing assessments found wide variation in recorded symptom rates across 15 assessors, but incomplete ...
Australian regional surveys map factors associated with landholder practice adoption
A methods study of six Australian regional landholder surveys found that farming-practice adoption was associated with interacting values, knowledge, confidence, ...
Ridge-Cox beats Lasso-Cox and deep learning in landmark radiomics survival benchmark
A comprehensive Heliyon benchmark of 16 survival prediction methods and 12 feature engineering strategies across three radiomic datasets finds that ...
Simple beats deep: linear interpolation outperforms AI models when real-world clinical data goes missing
A new benchmark study shows that simple linear imputation methods outperform deep learning models when realistic spatio-temporal missingness is simulated ...
When Bioinformatics Tools Disagree: New Benchmarks Expose the Hidden Fragility of Computational Biology
A new Frontiers in Bioinformatics editorial and seven accompanying studies reveal how different tools, workflows and training data can produce ...
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 ...
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 ...
AI Drug Discovery Gets a Virology Check: Why Respiratory Virus Polymerases Break the Benchmarks
A new review argues that AI-driven antiviral discovery must be benchmarked against respiratory RNA virus polymerases under virologically realistic conditions ...
How Germany’s Biggest Supermarkets Score on Sustainability—and Where They Fall Short
A new framework assessing Germany's eight largest food retailers finds strong sustainability strategies and communication but weak implementation across supply ...
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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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