Rethinking explainability in the era of multimodal AI
Abstract While multimodal AI systems (models jointly trained on heterogeneous data types such as text, time series, graphs, and images) have become ubiquitous and achieved remarkable performance across high‐stakes applications, transparent and accurate explanation algorithms are crucial for their safe deployment and ensure user trust.
Chirag Agarwal
wiley +1 more source
Shifting Public Discourse on Life-Sustaining Treatment in South Korea From 2014 to 2025: Longitudinal Social Media Analysis. [PDF]
Kim M, Suh HS.
europepmc +1 more source
ABSTRACT The experiments investigated cognitive processes involved in reading illustrated text, focusing on cross‐modal activation, integration, and validation between text and picture. Using an adapted contradiction paradigm, both studies manipulated, within a single illustrated narrative, whether a previously presented picture was consistent or ...
Pauline Frick, Emely Hoch, Anne Schüler
wiley +1 more source
Estimating the Prevalence of Generative AI Use in Medical School Application Essays: Cross-Sectional Study. [PDF]
Spies NC, Ratts VS, Hagemann IS.
europepmc +1 more source
A bio‐inspired biopolymeric implantable drug delivery platform enables localized and sustained release of 7‐ethyl‐10‐hydroxycamptothecin (SN‐38) in solid tumor treatment. The three‐dimensional (3D) structured crosslinked‐chitosan implants are fabricated via 3D‐printed molds and provide drug release over 3 months, significantly inhibiting tumor growth ...
Mercedes Lozano‐Garcia +12 more
wiley +1 more source
Virtual Care Expansion and Physician Follow-Up Among Youth With First Mental Health Contact Through a Hospital: Population-Based Repeated Cross-Sectional Study. [PDF]
Wennberg E +7 more
europepmc +1 more source
Abstract The examination of anatomical cross‐sections can facilitate the understanding of spatial and clinical anatomy. Visualization technologies, with dynamic and interactive displays, can be used to learn sectional anatomy in a mostly self‐directed manner.
Guilherme Reis Borges Coelho Fonseca +2 more
wiley +1 more source
Development and validation of the SMART-BPPV: a multimedia learning module for BPPV education. [PDF]
Ho AZJ +3 more
europepmc +1 more source
The impact of family interview on the relationship between medical students and their silent mentor
Abstract The gross anatomy laboratory course often triggers significant negative emotions in medical students during dissection. While various pedagogical interventions aim to alleviate psychological burden, the fundamental question of how students' perceptions of donors evolve throughout the course remains underexplored.
Po‐Fang Tsai +2 more
wiley +1 more source
Fine-Tuning and Benchmarking Transformer Models for Multiclass Classification of Clinical Research Papers: Retrospective Modeling Study. [PDF]
Zhou F +6 more
europepmc +1 more source

