Practice Management

Latest AI and machine learning research in practice management for healthcare professionals.

10,928 articles

Neural Video Compression with Context Modulation

Efficient video coding is highly dependent on exploiting the temporal redundancy, which is usually...

May 2025 http://arxiv.org/abs/2505.14541v1

Visual Agentic Reinforcement Fine-Tuning

A key trend in Large Reasoning Models (e.g., OpenAI's o3) is the native agentic ability to use ext...

May 2025 http://arxiv.org/abs/2505.14246v1

$μ$PC: Scaling Predictive Coding to 100+ Layer Networks

The biological implausibility of backpropagation (BP) has motivated many alternative, brain-inspir...

May 2025 http://arxiv.org/abs/2505.13124v1

Lexical associations can characterize clinical documentation trends related to palliative care and metastatic cancer.

Palliative care is known to improve quality of life in advanced cancer. Natural language processing ...

May 2025 40383724

MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports

Doctors and patients alike increasingly use Large Language Models (LLMs) to diagnose clinical case...

May 2025 http://arxiv.org/abs/2505.11733v2

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment

High computation costs and latency of large language models such as GPT-4 have limited their deplo...

May 2025 http://arxiv.org/abs/2505.10717v2

Few-Shot Learning of Medical Coding Systems: A Case Study on Death Certificates with BERT and Mistral.

Identifying the Underlying Cause of Death accurately is crucial for effective healthcare policy and ...

May 2025 40380584

Ethical Aspects of the Use of Social Robots in Elderly Care -- A Systematic Qualitative Review

Background: The use of social robotics in elderly care is increasingly discussed as one way of mee...

May 2025 http://arxiv.org/abs/2505.09224v1

Wave propagation phenomena in nonlinear hierarchical neural networks with predictive coding feedback dynamics

We propose a mathematical framework to systematically explore the propagation properties of a clas...

May 2025 http://arxiv.org/abs/2505.09199v1

Assessing the validity of ICD-10 administrative data in coding comorbidities.

OBJECTIVES: Administrative data are commonly used to inform chronic disease prevalence and support h...

May 2025 40360294

Feature-based behavior coding for efficient exploratory analysis using pose estimation.

This paper introduces feature-based behavior coding (FBBC), an efficient method for exploratory anal...

May 2025 40346425

Iterative Resolution of Prompt Ambiguities Using a Progressive Cutting-Search Approach

Generative AI systems have revolutionized human interaction by enabling natural language-based cod...

May 2025 http://arxiv.org/abs/2505.02952v1

A Rate-Quality Model for Learned Video Coding

Learned video coding (LVC) has recently achieved superior coding performance. In this paper, we mo...

May 2025 http://arxiv.org/abs/2505.02720v1

ResiTok: A Resilient Tokenization-Enabled Framework for Ultra-Low-Rate and Robust Image Transmission

Real-time transmission of visual data over wireless networks remains highly challenging, even when...

May 2025 http://arxiv.org/abs/2505.01870v1

SimICD: A Closed-Loop Simulation Framework For ICD Therapy

Virtual studies of ICD behaviour are crucial for testing device functionality in a controlled envi...

May 2025 http://arxiv.org/abs/2505.01371v1

LLMER: Crafting Interactive Extended Reality Worlds with JSON Data Generated by Large Language Models.

The integration of Large Language Models (LLMs) like GPT-4 with Extended Reality (XR) technologies o...

May 2025 40063485

mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imaging

Agentic systems built on large language models (LLMs) offer promising capabilities for automating ...

Apr 2025 http://arxiv.org/abs/2505.03785v1

Why Compress What You Can Generate? When GPT-4o Generation Ushers in Image Compression Fields

The rapid development of AIGC foundation models has revolutionized the paradigm of image compressi...

Apr 2025 http://arxiv.org/abs/2504.21814v1

Semantic-aided Parallel Image Transmission Compatible with Practical System

In this paper, we propose a novel semantic-aided image communication framework for supporting the ...

Apr 2025 http://arxiv.org/abs/2504.21466v1

LLM-Assisted Automated Deductive Coding of Dialogue Data: Leveraging Dialogue-Specific Characteristics to Enhance Contextual Understanding

Dialogue data has been a key source for understanding learning processes, offering critical insigh...

Apr 2025 http://arxiv.org/abs/2504.19734v1

Partition Map-Based Fast Block Partitioning for VVC Inter Coding

Among the new techniques of Versatile Video Coding (VVC), the quadtree with nested multi-type tree...

Apr 2025 http://arxiv.org/abs/2504.18398v1