Medical Ethics / Professional Responsibility

Latest AI and machine learning research in medical ethics / professional responsibility for healthcare professionals.

3,643 articles

Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation

Semi-supervised learning utilizes insights from unlabeled data to improve model generalization, th...

Mar 2025 http://arxiv.org/abs/2503.09408v1

DiffEGG: Diffusion-Driven Edge Generation as a Pixel-Annotation-Free Alternative for Instance Annotation

Achieving precise panoptic segmentation relies on pixel-wise instance annotations, but obtaining s...

Mar 2025 http://arxiv.org/abs/2503.07982v1

MFC 5.0: An exascale many-physics flow solver

Many problems of interest in engineering, medicine, and the fundamental sciences rely on high-fide...

Mar 2025 http://arxiv.org/abs/2503.07953v3

Mitigating Hallucinations in YOLO-based Object Detection Models: A Revisit to Out-of-Distribution Detection

Object detection systems must reliably perceive objects of interest without being overly confident...

Mar 2025 http://arxiv.org/abs/2503.07330v1

Benchmarking Chinese Medical LLMs: A Medbench-based Analysis of Performance Gaps and Hierarchical Optimization Strategies

The evaluation and improvement of medical large language models (LLMs) are critical for their real...

Mar 2025 http://arxiv.org/abs/2503.07306v1

Customized SAM 2 for Referring Remote Sensing Image Segmentation

Referring Remote Sensing Image Segmentation (RRSIS) aims to segment target objects in remote sensi...

Mar 2025 http://arxiv.org/abs/2503.07266v2

Bridge Frame and Event: Common Spatiotemporal Fusion for High-Dynamic Scene Optical Flow

High-dynamic scene optical flow is a challenging task, which suffers spatial blur and temporal dis...

Mar 2025 http://arxiv.org/abs/2503.06992v2

phepy: Visual Benchmarks and Improvements for Out-of-Distribution Detectors

Applying machine learning to increasingly high-dimensional problems with sparse or biased training...

Mar 2025 http://arxiv.org/abs/2503.05169v1

We Care Each Pixel: Calibrating on Medical Segmentation Model

Medical image segmentation is fundamental for computer-aided diagnostics, providing accurate delin...

Mar 2025 http://arxiv.org/abs/2503.05107v1

Self-Supervised Large Scale Point Cloud Completion for Archaeological Site Restoration

Point cloud completion helps restore partial incomplete point clouds suffering occlusions. Current...

Mar 2025 http://arxiv.org/abs/2503.04030v1

Calibration of the mechanical boundary conditions for a patient-specific thoracic aorta model including the heart motion effect

Objective: we propose a procedure for calibrating 4 parameters governing the mechanical boundary c...

Mar 2025 http://arxiv.org/abs/2503.02485v1

Language-Assisted Feature Transformation for Anomaly Detection

This paper introduces LAFT, a novel feature transformation method designed to incorporate user kno...

Mar 2025 http://arxiv.org/abs/2503.01184v1

Autonomous Dissection in Robotic Cholecystectomy

Robotic surgery offers enhanced precision and adaptability, paving the way for automation in surgi...

Mar 2025 http://arxiv.org/abs/2503.00666v1

Boundary-Emphasized Weight Maps for Distal Airway Segmentation

Automated airway segmentation from lung CT scans is vital for diagnosing and monitoring pulmonary ...

Feb 2025 http://arxiv.org/abs/2503.00242v1

Metadata-driven Table Union Search: Leveraging Semantics for Restricted Access Data Integration

Over the past decade, the Table Union Search (TUS) task has aimed to identify unionable tables wit...

Feb 2025 http://arxiv.org/abs/2502.20945v1

Differentially-private frugal estimation of quantiles

Fast and accurate estimation of quantiles on data streams coming from communication networks, Inte...

Feb 2025 http://arxiv.org/abs/2502.20207v1

CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation

Semi-supervised semantic segmentation (SSSS) aims to improve segmentation performance by utilizing...

Feb 2025 http://arxiv.org/abs/2502.15152v2

Adaptive Mesh Refinement for Variational Inequalities

Variational inequalities play a pivotal role in a wide array of scientific and engineering applica...

Feb 2025 http://arxiv.org/abs/2502.14206v1

MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation

Medical image segmentation plays a crucial role in various clinical applications. A major challeng...

Feb 2025 http://arxiv.org/abs/2502.13808v1

Detecting Cadastral Boundary from Satellite Images Using U-Net model

Finding the cadastral boundaries of farmlands is a crucial concern for land administration. Theref...

Feb 2025 http://arxiv.org/abs/2502.11044v1

Improving action segmentation via explicit similarity measurement

Existing supervised action segmentation methods depend on the quality of frame-wise classification...

Feb 2025 http://arxiv.org/abs/2502.10713v1

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