Surgery

Surveys

Latest AI and machine learning research in surveys for healthcare professionals.

3,859 articles
Stay Ahead - Weekly Surveys research updates
Subscribe
Browse Categories
Showing 2731-2751 of 3,859 articles
On the "Illusion" of Gender Bias in Face Recognition: Explaining the Fairness Issue Through Non-demographic Attributes

Face recognition systems (FRS) exhibit significant accuracy differences based on the user's gender...

Are generative models fair? A study of racial bias in dermatological image generation

Racial bias in medicine, such as in dermatology, presents significant ethical and clinical challen...

MASS: Overcoming Language Bias in Image-Text Matching

Pretrained visual-language models have made significant advancements in multimodal tasks, includin...

A Survey on Diffusion Models for Anomaly Detection

Diffusion models (DMs) have emerged as a powerful class of generative AI models, showing remarkabl...

Generative Physical AI in Vision: A Survey

Generative Artificial Intelligence (AI) has rapidly advanced the field of computer vision by enabl...

MappedTrace: Tracing Pointer Remotely with Compiler-generated Maps

Existing precise pointer tracing methods introduce substantial runtime overhead to the program bei...

U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection

Machine learning bias in mental health is becoming an increasingly pertinent challenge. Despite pr...

Bias for Action: Video Implicit Neural Representations with Bias Modulation

We propose a new continuous video modeling framework based on implicit neural representations (INR...

Religious Bias Landscape in Language and Text-to-Image Models: Analysis, Detection, and Debiasing Strategies

Note: This paper includes examples of potentially offensive content related to religious bias, pre...

Cognitive Assessment and Training in Extended Reality: Multimodal Systems, Clinical Utility, and Current Challenges

Extended reality (XR) technologies-encompassing virtual reality (VR), augmented reality (AR), and ...

(1)
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts

This paper presents a pipeline for mitigating gender bias in large language models (LLMs) used in ...

Datasheets for Healthcare AI: A Framework for Transparency and Bias Mitigation

The use of AI in healthcare has the potential to improve patient care, optimize clinical workflows...

Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing

The generalization problem is broadly recognized as a critical challenge in detecting deepfakes. M...

Causal Machine Learning Methods for Estimating Personalised Treatment Effects -- Insights on validity from two large trials

Causal machine learning (ML) methods hold great promise for advancing precision medicine by estima...

(1)
RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance

Retrieval-augmented generation (RAG) improves large language models (LLMs) by using external knowl...

Unsupervised Search for Ethnic Minorities' Medical Segmentation Training Set

This article investigates the critical issue of dataset bias in medical imaging, with a particular...

ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI

Background: Late Gadolinium Enhancement (LGE) imaging is the gold standard for assessing myocardia...

Browse Categories