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

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Data-driven multi-hazard susceptibility and community perceptions assessment using a mixed-methods approach.

Assessing multi-hazard susceptibility and understanding community insights are important for effecti...

Jul 2025 40449428
Integrating machine learning and reliability analysis: A novel approach to predicting heavy metal removal efficiency using biochar.

Soil contamination with heavy metals (HMs) presents critical environmental and public health risks d...

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Jul 2025 40409182
Uncertainty-Aware Graph Contrastive Fusion Network for multimodal physiological signal emotion recognition.

Graph Neural Networks (GNNs) have been widely adopted to mine topological patterns contained in phys...

Jul 2025 40101553
Behavioral biases and Fintech adoption: Investigating the role of financial literacy.

This paper studies the influence of behavioral biases on Fintech adoption. Additionally, the role of...

Jul 2025 40349508
Radiomics-based machine learning in prediction of response to neoadjuvant chemotherapy in osteosarcoma: A systematic review and meta-analysis.

BACKGROUND AND AIMS: Osteosarcoma (OS) is the most common primary bone malignancy, and neoadjuvant c...

Jul 2025 40349577
PBa-LLM: Privacy- and Bias-aware NLP using Named-Entity Recognition (NER)

The use of Natural Language Processing (NLP) in highstakes AI-based applications has increased sig...

Masked Autoencoders that Feel the Heart: Unveiling Simplicity Bias for ECG Analyses

The diagnostic value of electrocardiogram (ECG) lies in its dynamic characteristics, ranging from ...

A Survey on Imitation Learning for Contact-Rich Tasks in Robotics

This paper comprehensively surveys research trends in imitation learning for contact-rich robotic ...

Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention

Recent advancements in diffusion-based text-to-image (T2I) models have enabled the generation of h...

DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation

During prediction tasks, models can use any signal they receive to come up with the final answer -...

Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models

Modern language models are trained on large amounts of data. These data inevitably include controv...

The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge

We consider the problem of generalizable novel view synthesis (NVS), which aims to generate photor...

Adultification Bias in LLMs and Text-to-Image Models

The rapid adoption of generative AI models in domains such as education, policing, and social medi...

Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors

Metaphors are pervasive in communication, making them crucial for natural language processing (NLP...

Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias

Diagnosing deep neural networks (DNNs) through the eigenspectrum of weight matrices has been an ac...

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LinGuinE: Longitudinal Guidance Estimation for Volumetric Lung Tumour Segmentation

Segmentation of lung gross tumour volumes is an important first step in radiotherapy and surgical ...

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From Screen to Space: Evaluating Siemens' Cinematic Reality

As one of the first research teams with full access to Siemens' Cinematic Reality, we evaluate its...

The mutual exclusivity bias of bilingual visually grounded speech models

Mutual exclusivity (ME) is a strategy where a novel word is associated with a novel object rather ...

DeepSeek in Healthcare: A Survey of Capabilities, Risks, and Clinical Applications of Open-Source Large Language Models

DeepSeek-R1 is a cutting-edge open-source large language model (LLM) developed by DeepSeek, showca...

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