output
20182026
most citedA Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

805 citations

29 papers

q-bio.NC2026

Beyond Flickering: Introducing Code-Modulated Motion Visual Evoked Potentials for Brain-Computer Interfacing

Hanneke Scheppink, Rainer Herpers, Jordy Thielen +1

This study presents a novel code-modulated motion visual evoked potential (c-MVEP) paradigm for brain-computer interfacing (BCI). To avoid the visual discomfort and fatigue associa…

cs.CL2026★ 4 cited

Unlocking Electronic Health Records: A Hybrid Graph RAG Approach to Safe Clinical AI for Patient QA

Samuel Thio, Matthew Lewis, Spiros Denaxas +1

Electronic health record (EHR) systems present clinicians with vast repositories of clinical information, creating a significant cognitive burden where critical details are easily…

cs.LG2024★ 26 cited

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration

Zixiang Wang, Yinghao Zhu, Huiya Zhao +9

We introduce ColaCare, a framework that enhances Electronic Health Record (EHR) modeling through multi-agent collaboration driven by Large Language Models (LLMs). Our approach seam…

cs.CL2024★ 7 cited

Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories

Tianlong Wang, Xianfeng Jiao, Yinghao Zhu +6

Recent studies have indicated that Large Language Models (LLMs) harbor an inherent understanding of truthfulness, yet often fail to consistently express it and generate false state…

cs.CL2024★ 32 cited

A Hybrid Framework with Large Language Models for Rare Disease Phenotyping

Jinge Wu, Hang Dong, Zexi Li +7

Rare diseases pose significant challenges in diagnosis and treatment due to their low prevalence and heterogeneous clinical presentations. Unstructured clinical notes contain valua…

cs.CV2023★ 4 cited

FaceTouch: Detecting hand-to-face touch with supervised contrastive learning to assist in tracing infectious disease

Mohamed R. Ibrahim, Terry Lyons

Through our respiratory system, many viruses and diseases frequently spread and pass from one person to another. Covid-19 served as an example of how crucial it is to track down an…