Hospital-Based Medicine

Latest AI and machine learning research in hospital-based medicine for healthcare professionals.

8,559 articles
Stay Ahead - Weekly Hospital-Based Medicine research updates
Subscribe
Browse Categories
Showing 2857-2877 of 8,559 articles
Development and Validation of the Intensive Documentation Index for ICU Mortality Prediction: A Temporal Validation Study

Background: Nursing documentation patterns may reflect patient acuity and clinical deterioration, ye...

Safety and Utility of an Agentic Large Language Model-Based Hospital Course Summarizer: A Prospective Real-World Pilot Study

Importance: High-quality discharge summaries are essential for safe care transitions but contribute ...

Can ChatGPT give holistic and accurate patient-centred information to oncology patients? A mixed-methods evaluation with stakeholders

Abstract Objective More people than ever before are living with cancer. Patient education is a core ...

Improving mortality prediction in critically ill cancer patients with a multidimensional machine learning model

Background: Prognostic assessment in critically ill patients with cancer remains challenging, as con...

Efficient Variance-reduced Estimation from Generative EHR Models: The SCOPE and REACH Estimators

Generative models trained using self-supervision of tokenized electronic health record (EHR) timelin...

An Implantable Device that Converses with Patients and Learns to Co-Manage Epilepsy

One-third of the world's 70 million people with epilepsy have seizures that are not controlled by me...

Association of Deep Learning-Derived Temporalis Sarcopenia with Mortality in Acute Ischemic Stroke

Background: Sarcopenia is associated with mortality and morbidity following acute ischemic stroke (A...

Predicting the need for medical care after toxin exposure using SHAP-interpretable gradient boosting

Objective: Experts in poison control centers must accurately and efficiently assess the severity of ...

Determinants of Training Corpus Size for Clinical Text Classification

Introduction: Clinical text classification using natural language processing (NLP) models requires a...

Predicting Healthcare System Visitation Flow by Integrating Hospital Attributes and Population Socioeconomics with Human Mobility Data

Healthcare visitation patterns are influenced by a complex interplay of hospital attributes, populat...

Attention-Based Offline Reinforcement Learning and Clustering for Interpretable Sepsis Treatment

Sepsis remains one of the leading causes of mortality in intensive care units, where timely and accu...

Understanding deep learning models for Length of Stay prediction on critically ill patients through latent space visualization.

BACKGROUND AND OBJECTIVE: Continuous, real-time monitoring of Length of Stay (LoS) for critically il...

Aug 2025 40413882
Illuminating the Future: Nanophotonics for Future Green Technologies, Precision Healthcare, and Optical Computing

Nanophotonics, an interdisciplinary field merging nanotechnology and photonics, has enabled transf...

Bridging Data Gaps of Rare Conditions in ICU: A Multi-Disease Adaptation Approach for Clinical Prediction

Artificial Intelligence has revolutionised critical care for common conditions. Yet, rare conditio...

LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review

Despite the remarkable performance of Large Language Models (LLMs) in automated discharge summary ...

Prediction of tissue and clinical thrombectomy outcome in acute ischaemic stroke using deep learning.

The advent of endovascular thrombectomy has significantly improved outcomes for stroke patients with...

Jul 2025 39827468
Potential role of large language models and personalized medicine to innovate cardiac rehabilitation.

Cardiac rehabilitation is a crucial multidisciplinary approach to improve patient outcomes. There is...

Jul 2025 40620453
Regularizing Log-Linear Cost Models for Inpatient Stays by Merging ICD-10 Codes

Cost models in healthcare research must balance interpretability, accuracy, and parameter consiste...

Browse Categories