Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.
A peer-reviewed study published July 16, 2026 describes UBNet-Seg, a lightweight 2.3-million-parameter U-Net variant that infers cardiomegaly from lung field geometry rather than explicit heart segmentation. Trained on 11,748 images, it was evaluated on external NIH and OpenI chest X-ray datasets, reporting 95.85% lung Dice and 0.05-second inference.
On 2026-07-09, a systematic review from Aston Publications Explorer synthesized 48 studies on older adults' interactions with AI-powered voice assistants, selected from 109 publications across Scopus, PubMed, and the ACM Digital Library. It identified six key research themes and reported a major finding on the potential for emotional companionship for socially isolated individuals.
In the past decade, the global industry and research attentions on intelligent skin-like electronics have boosted their applications in diverse fields including human healthcare, Internet of Things, human-machine interfaces, artificial intelligence and soft robotics. Among them, flexible humidity sensors play a vital role in noncontact measurements relying on the unique property of rapid response to humidity change.
This comprehensive review traces ultrasound from operator-dependent manual imaging to robotic ultrasound systems developed over the past two decades, including teleoperated telesonography over 5G and increasingly autonomous platforms using force control and path planning.
Published December 7, 2023, this exploratory synthesis examines ChatGPT after its November 30, 2022 public release and rapid adoption, reviewing recent literature on how the tool is being used in education. It identifies potential benefits for personalized and interactive learning and for formative assessment, while also noting drawbacks.
By August 2026, a systematic review and meta-analysis of 34 studies evaluated AI and machine learning models to predict tuberculosis treatment failure. Nineteen studies with 100,790 participants were pooled, yielding an AUC of 0.836 with high heterogeneity, with tree-based and multimodal approaches common and most publications appearing after 2019.
On 2026-08-13, a peer-reviewed article reported a European-wide survey to set regulatory science research priorities for AI use in the medicine lifecycle. Authors developed 28 research questions across seven domains and collected 273 responses from regulators, industry, patients and consumers, academics, and healthcare professionals, finding convergence in rankings across groups.
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