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Practice-Management Subcategories: Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling

Showing 232-252 of 940 articles

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

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

Exploring the Potential of GPT-4 in Creating Billing Codes from Clinic Notes.

Creating standardized billing codes from clinic notes is challenging due to the complexity of over 2...

May 2025 40380598

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

Can Reasoning LLMs Enhance Clinical Document Classification?

Clinical document classification is essential for converting unstructured medical texts into stand...

Apr 2025 http://arxiv.org/abs/2504.08040v2

AnesBench: Multi-Dimensional Evaluation of LLM Reasoning in Anesthesiology

The application of large language models (LLMs) in the medical field has gained significant attent...

Apr 2025 http://arxiv.org/abs/2504.02404v1

Explainable ICD Coding via Entity Linking

Clinical coding is a critical task in healthcare, although traditional methods for automating clin...

Mar 2025 http://arxiv.org/abs/2503.20508v2

Efficient Multimodal 3D Object Detector via Instance-Level Contrastive Distillation

Multimodal 3D object detectors leverage the strengths of both geometry-aware LiDAR point clouds an...

Mar 2025 http://arxiv.org/abs/2503.12914v1

Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment

The rapid progress in modern medicine presents physicians with complex challenges when planning pa...

Mar 2025 http://arxiv.org/abs/2503.07638v2

Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations

Multimodal in-context learning (ICL) has emerged as a key capability of Large Vision-Language Mode...

Mar 2025 http://arxiv.org/abs/2503.04839v2

RuCCoD: Towards Automated ICD Coding in Russian

This study investigates the feasibility of automating clinical coding in Russian, a language with ...

Feb 2025 http://arxiv.org/abs/2502.21263v1

CliniQ: A Multi-faceted Benchmark for Electronic Health Record Retrieval with Semantic Match Assessment

Electronic Health Record (EHR) retrieval plays a pivotal role in various clinical tasks, but its d...

Feb 2025 http://arxiv.org/abs/2502.06252v2

Explainable and externally validated machine learning for neuropsychiatric diagnosis via electrocardiograms

Electrocardiogram (ECG) analysis has emerged as a promising tool for identifying physiological cha...

Feb 2025 http://arxiv.org/abs/2502.04918v1

A Generalized Machine Learning Model for Identifying Congenital Heart Defects (CHDs) Using ICD Codes.

BACKGROUND: International Classification of Diseases (ICD) codes utilized for congenital heart defec...

(2)

Feb 2025 39890469

Practical Design and Benchmarking of Generative AI Applications for Surgical Billing and Coding

Background: Healthcare has many manual processes that can benefit from automation and augmentation...

Jan 2025 http://arxiv.org/abs/2501.05479v1

Designing Cell–Cell Relation Extraction Models: A Systematic Evaluation of Entity Representation and Pre-training Strategies

Extracting cell–cell communication (CCC) from biomedical literature is essential for supporting expe...

Jan 2025 10.64898/2025.12.01.691726

SLaM Image Bank – a real-world diverse London cohort linking brain MRI to electronic mental health and dementia records for the development of clinical decision support tools using artificial intelligence

Rapid developments are occurring in artificial intelligence (AI) and machine learning (ML) applied t...

Jan 2025 10.1101/2025.01.07.25319950

Practice Management

Browse Categories

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

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

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

Exploring the Potential of GPT-4 in Creating Billing Codes from Clinic Notes.

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

Can Reasoning LLMs Enhance Clinical Document Classification?

AnesBench: Multi-Dimensional Evaluation of LLM Reasoning in Anesthesiology

Explainable ICD Coding via Entity Linking

Efficient Multimodal 3D Object Detector via Instance-Level Contrastive Distillation

Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment

Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations

RuCCoD: Towards Automated ICD Coding in Russian

CliniQ: A Multi-faceted Benchmark for Electronic Health Record Retrieval with Semantic Match Assessment

Explainable and externally validated machine learning for neuropsychiatric diagnosis via electrocardiograms

A Generalized Machine Learning Model for Identifying Congenital Heart Defects (CHDs) Using ICD Codes.

Practical Design and Benchmarking of Generative AI Applications for Surgical Billing and Coding

Designing Cell–Cell Relation Extraction Models: A Systematic Evaluation of Entity Representation and Pre-training Strategies

SLaM Image Bank – a real-world diverse London cohort linking brain MRI to electronic mental health and dementia records for the development of clinical decision support tools using artificial intelligence

ICU Readmission Prediction for Intracerebral Hemorrhage Patients using MIMIC III and MIMIC IV Databases

24-hour Physical Activity, Sedentary, and Sleep Profiles in Individuals with Cancer: A UK Biobank Cohort Study

Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients

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