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State-Required-CME Subcategories: Bioterrorism Care of terminally ill / Palliative care Cultural Competence Domestic Violence Identifying and Reporting Child abuse Identifying and Reporting Dependent Adult abuse Infection control / Modes of transmission Medical Ethics / Professional Responsibility Patient safety / Risk Management Prevention of medical errors Sexual Assault Universal precautions

Showing 841-861 of 4,291 articles

Rethinking Few-Shot Image Fusion: Granular Ball Priors Enable General-Purpose Deep Fusion

In image fusion tasks, the absence of real fused images as priors presents a fundamental challenge...

(1)

Apr 2025 http://arxiv.org/abs/2504.08937v3

Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction

This study proposes a medical entity extraction method based on Transformer to enhance the informa...

(2)

Apr 2025 http://arxiv.org/abs/2504.04385v1

A Novel Cholesky Kernel based Support Vector Classifier

Support Vector Machine (SVM) is a popular supervised classification model that works by first find...

Apr 2025 http://arxiv.org/abs/2504.04371v1

Precise Legal Sentence Boundary Detection for Retrieval at Scale: NUPunkt and CharBoundary

We present NUPunkt and CharBoundary, two sentence boundary detection libraries optimized for high-...

Apr 2025 http://arxiv.org/abs/2504.04131v1

A Machine Learning and Finite Element Framework for Inverse Elliptic PDEs via Dirichlet-to-Neumann Mapping

Inverse problems for partial differential equations (PDEs) are crucial in numerous applications su...

(2)

Apr 2025 http://arxiv.org/abs/2504.03895v2

Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery

The accurate delineation of agricultural field boundaries from satellite imagery is vital for land...

Apr 2025 http://arxiv.org/abs/2504.02534v1

All-day Depth Completion via Thermal-LiDAR Fusion

Depth completion, which estimates dense depth from sparse LiDAR and RGB images, has demonstrated o...

(1)

Apr 2025 http://arxiv.org/abs/2504.02356v1

BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models

Accurate segmentation of polyps and skin lesions is essential for diagnosing colorectal and skin c...

Apr 2025 http://arxiv.org/abs/2504.01452v1

CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection

Cross-layer feature pyramid networks (CFPNs) have achieved notable progress in multi-scale feature...

(1)

Apr 2025 http://arxiv.org/abs/2504.01326v1

Visually Image Encryption and Compression Using a CNN-Based Auto Encoder

This paper proposes a visual encryption method to ensure the confidentiality of digital images. Th...

(1)

Apr 2025 http://arxiv.org/abs/2504.00497v1

3D Dental Model Segmentation with Geometrical Boundary Preserving

3D intraoral scan mesh is widely used in digital dentistry diagnosis, segmenting 3D intraoral scan...

Mar 2025 http://arxiv.org/abs/2503.23702v1

BoundMatch: Boundary detection applied to semi-supervised segmentation for urban-driving scenes

Semi-supervised semantic segmentation (SS-SS) aims to mitigate the heavy annotation burden of dens...

(1)

Mar 2025 http://arxiv.org/abs/2503.23519v1

A Deep Learning Framework for Boundary-Aware Semantic Segmentation

As a fundamental task in computer vision, semantic segmentation is widely applied in fields such a...

Mar 2025 http://arxiv.org/abs/2503.22050v1

Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement

Malicious image manipulation poses societal risks, increasing the importance of effective image ma...

Mar 2025 http://arxiv.org/abs/2503.20294v2

BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction

Reconstructing precise camera poses and floor plan layouts from wide-baseline RGB panoramas is a d...

(1)

Mar 2025 http://arxiv.org/abs/2503.19340v1

Data-Driven, ML-assisted Approaches to Problem Well-Posedness

Classically, to solve differential equation problems, it is necessary to specify sufficient initia...

Mar 2025 http://arxiv.org/abs/2503.19255v1

PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation

Segment Anything Model (SAM) demonstrates powerful zero-shot capabilities; however, its accuracy a...

(1)

Mar 2025 http://arxiv.org/abs/2503.18227v3

Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks

Due to the limited accuracy of 4D Magnetic Resonance Imaging (MRI) in identifying hemodynamics in ...

(1)

Mar 2025 http://arxiv.org/abs/2503.17402v1

A Novel Channel Boosted Residual CNN-Transformer with Regional-Boundary Learning for Breast Cancer Detection

Recent advancements in detecting tumors using deep learning on breast ultrasound images (BUSI) hav...

Mar 2025 http://arxiv.org/abs/2503.15008v1

A Novel Double Pruning method for Imbalanced Data using Information Entropy and Roulette Wheel Selection for Breast Cancer Diagnosis

Accurate illness diagnosis is vital for effective treatment and patient safety. Machine learning m...

Mar 2025 http://arxiv.org/abs/2503.12239v1

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...

(1)

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