Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.
Endocervical gastric-type adenocarcinoma (GAS) is one of the most aggressive subtypes of cervical cancer and is frequently underdiagnosed due to morphological ambiguity, leading to delayed diagnosis. Despite the availability of molecular and genomic assays, their high cost, complexity, and limited reproducibility restrict clinical use.
This peer-reviewed review from September 2026 synthesized more than 35 studies on precision livestock farming for extensive sheep production, where large grazing areas and limited supervision make early health detection difficult. It assessed wearable sensors, GPS collars, computer vision, AI and environmental monitoring including drones and ground-based sensors.
This PRISMA 2020 systematic review of thirteen studies from 2016-2025 examined machine and deep learning for Hirschsprung disease diagnosis from histopathological images, evaluating architectures, workflows, and performance with QUADAS-AI and PROBAST.
Researchers tested a pulmonary AI system for fully automated longitudinal nodule matching in 361 UK Lung Cancer Screening trial participants who had 3-month follow-up low-dose CT. Using a >=100 mm3 solid-component threshold, the AI found 378 baseline nodules in 181 participants; 39 resolved, and it matched 283 of 339 persisting nodules for an 83.5% success rate, with 91.8% success in single-nodule cases and 72.8% when more than five nodules were present.
This peer-reviewed paper models AI's macroeconomic impact as task-level automation and complementarity, using Hulten's theorem to translate the fraction of tasks impacted and average cost savings into GDP and TFP effects. Using existing exposure estimates, it calculates no more than a 0.66% TFP increase over 10 years, then revises down to less than 0.53% after accounting for the shift from easy-to-learn to hard-to-learn tasks.
Published October 28 2024, this peer-reviewed study examined 6 commercial products using AI in creative industries to assess labor market effects. It found AI products were more labor intensive than traditional media because they required both traditional production skills and new computational expertise, while also enabling broader exploration in the ideation phase.
On July 10 2026, a peer-reviewed cross-sectional study reported results from 308 online questionnaire responses about cervical HPV screening experiences. Most respondents were urban women aged 25-35, 76.30% reported a history of HPV infection, and 91.56% had undergone TCT. The study measured current distress points and attitudes toward AI-assisted diagnosis.
Between May 2023 and May 2025, researchers retrospectively evaluated 531 multiphase CTA examinations from consecutive patients with suspected acute ischemic stroke at a single center, comparing Brainomix e-CTA automated LVO detection to expert neuroradiologist interpretation.
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