Results 161 to 170 of about 3,631,772 (250)

Risk–Benefit of Phase 2 Monotherapy Trials in Adult Solid Cancers: A Systematic Review and Meta‐Analysis

open access: yesInternational Journal of Cancer, Volume 159, Issue 8, Page 2015-2024, 15 October 2026.
The therapeutic status of drug administration in phase 2 cancer trials is ambiguous, as these studies test efficacy without strong evidence of clinical benefit. Nonetheless, patients face meaningful risks. This review compared efficacy and safety of monotherapy drugs in phase 2 and phase 3 trials across six cancer types.
Charlotte Ouimet   +2 more
wiley   +1 more source

Sentiment Analysis of Imbalanced Dataset Through Data Augmentation and Generative Annotation Using DistilBERT and Low‐Rank Fine‐Tuning

open access: yesApplied AI Letters, Volume 7, Issue 3, October 2026.
The proposed model takes an imbalanced English dataset as input and balances it by Generating Synthetic Tweets (GST) using GPT‐based paraphrasing. These new tweets are then annotated with one of 10 categorical labels representing their primary meaning, using another large language model like GPT.
Hossein Nekkouei Nasrabadi   +1 more
wiley   +1 more source

Wellbeing During Blue Space Visits: The Role of Activity and Environment Type in a National Population Sample of 95,790 English Adults

open access: yesLifestyle Medicine, Volume 7, Issue 4, October 2026.
ABSTRACT Background and Aims Interactions with natural environments are associated with benefits for health and wellbeing, yet it remains unclear whether different types of nature spaces confer distinct benefits. The present study investigated (i) whether visits to blue spaces, such as rivers, lakes, canals and coasts, are associated with greater ...
Michael A. Smith   +2 more
wiley   +1 more source

From SAM 1 to SAM 3: Benchmarking Zero‐Shot Cross‐Domain Medical Image Segmentation

open access: yesExpert Systems, Volume 43, Issue 10, October 2026.
ABSTRACT Segmentation models have demonstrated significant potential in medical image segmentation. However, there is currently a lack of systematic, cross‐generation comparative evaluations to assess whether the iterations from SAM1 to SAM 3 can effectively enhance the clinical applicability of zero‐shot segmentation. To address this issue, this paper
Shujun Lv   +5 more
wiley   +1 more source

Large scale retrieval for the LinkedIn feed using causal language models

open access: yesAI Magazine, Volume 47, Issue 3, Fall 2026.
Abstract In large‐scale recommendation systems like LinkedIn's, the retrieval stage is critical for narrowing billions of potential candidates to a manageable subset for ranking. LinkedIn's feed now serves suggested content based on the topical interests of members, where 2000 candidates are retrieved from several million candidates with a latency ...
Sudarshan Srinivasa Ramanujam   +23 more
wiley   +1 more source

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