Surveys

Surveys

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

3,859 articles

Surgery Subcategories: Anesthesiology Laser Surgery Neurosurgery Orthopedics Otolaryngology Plastic Surgery Surveys Thoracic Surgery

Showing 2584-2604 of 3,859 articles

Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective

Multi-Modal Entity Alignment (MMEA) aims to retrieve equivalent entities from different Multi-Moda...

Apr 2025 http://arxiv.org/abs/2504.19458v3

Generative AI for Character Animation: A Comprehensive Survey of Techniques, Applications, and Future Directions

Generative AI is reshaping art, gaming, and most notably animation. Recent breakthroughs in founda...

Apr 2025 http://arxiv.org/abs/2504.19056v1

AI Ethics and Social Norms: Exploring ChatGPT's Capabilities From What to How

Using LLMs in healthcare, Computer-Supported Cooperative Work, and Social Computing requires the e...

Apr 2025 http://arxiv.org/abs/2504.18044v1

Spectral Bias Correction in PINNs for Myocardial Image Registration of Pathological Data

Accurate myocardial image registration is essential for cardiac strain analysis and disease diagno...

Apr 2025 http://arxiv.org/abs/2504.17945v1

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees

In industrial settings, surface defects on steel can significantly compromise its service life and...

Apr 2025 http://arxiv.org/abs/2504.17721v1

Evaluating and Mitigating Bias in AI-Based Medical Text Generation

Artificial intelligence (AI) systems, particularly those based on deep learning models, have incre...

(1)

Apr 2025 http://arxiv.org/abs/2504.17279v1

Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching

Fairness-aware learning aims to mitigate discrimination against specific protected social groups (...

Apr 2025 http://arxiv.org/abs/2504.17066v2

A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms

Recommender systems (RS) have become essential in filtering information and personalizing content ...

Apr 2025 http://arxiv.org/abs/2504.16420v1

Behavior of prediction performance metrics with rare events

Area under the receiving operator characteristic curve (AUC) is commonly reported alongside binary...

Apr 2025 http://arxiv.org/abs/2504.16185v1

Context Aware Grounded Teacher for Source Free Object Detection

We focus on the Source Free Object Detection (SFOD) problem, when source data is unavailable durin...

(3)

Apr 2025 http://arxiv.org/abs/2504.15404v1

Federated Latent Factor Model for Bias-Aware Recommendation with Privacy-Preserving

A recommender system (RS) aims to provide users with personalized item recommendations, enhancing ...

(3)

Apr 2025 http://arxiv.org/abs/2504.15090v1

CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey

As machine learning evolves, domain generalization (DG) and domain adaptation (DA) have become cru...

Apr 2025 http://arxiv.org/abs/2504.14280v1

Uncovering an Attractiveness Bias in Multimodal Large Language Models: A Case Study with LLaVA

Physical attractiveness matters. It has been shown to influence human perception and decision-maki...

(1)

Apr 2025 http://arxiv.org/abs/2504.16104v1

Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?

Multi-modal large language models (MLLMs) have made significant progress, yet their safety alignme...

Apr 2025 http://arxiv.org/abs/2504.10000v1

Explainable Artificial Intelligence techniques for interpretation of food datasets: a review

Artificial Intelligence (AI) has become essential for analyzing complex data and solving highly-ch...

(5)

Apr 2025 http://arxiv.org/abs/2504.10527v1

Graph-Based Prediction Models for Data Debiasing

Bias in data collection, arising from both under-reporting and over-reporting, poses significant c...

(2)

Apr 2025 http://arxiv.org/abs/2504.09348v2

Mixed Signals: Decoding VLMs' Reasoning and Underlying Bias in Vision-Language Conflict

Vision-language models (VLMs) have demonstrated impressive performance by effectively integrating ...

Apr 2025 http://arxiv.org/abs/2504.08974v1

Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare

Generative agents have been increasingly used to simulate human behaviour in silico, driven by lar...

(3)

Apr 2025 http://arxiv.org/abs/2504.08260v2

Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge

Large Language Models (LLMs) have revolutionized artificial intelligence, driving advancements in ...

Apr 2025 http://arxiv.org/abs/2504.07887v1

UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation

In medical imaging, the primary challenge is collecting large-scale labeled data due to privacy co...

(1)

Apr 2025 http://arxiv.org/abs/2504.06908v1

Challenges of Artificial Intelligence in Medicine.

Artificial Intelligence (AI) holds great promise for healthcare, promising improved patient outcomes...

(2)

Apr 2025 40200436

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