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Information Technology

Latest AI and machine learning research in information technology for healthcare professionals.

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Technology in Medicine: Improving Clinical Documentation.

The association between electronic health record (EHR) documentation and physician burnout is well-k...

Feb 2024 38363362
Topic evolution before fall incidents in new fallers through natural language processing of general practitioners' clinical notes.

BACKGROUND: Falls involve dynamic risk factors that change over time, but most studies on fall-risk ...

Feb 2024 38364820
Making Digital Health Equitable.

Most agree that the current healthcare system is broken. Fortunately, technology is increasing at an...

Jan 2024 38269845
Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR.

The lack of transparency and explainability hinders the clinical adoption of Machine learning (ML) a...

Jan 2024 38269932
Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data.

OBJECTIVE: Surgical outcome prediction is challenging but necessary for postoperative management. Cu...

Jan 2024 37964658
The DO-KB Knowledgebase: a 20-year journey developing the disease open science ecosystem.

In 2003, the Human Disease Ontology (DO, https://disease-ontology.org/) was established at Northwest...

Jan 2024 37953304
Plant Reactome Knowledgebase: empowering plant pathway exploration and OMICS data analysis.

Plant Reactome (https://plantreactome.gramene.org) is a freely accessible, comprehensive plant pathw...

Jan 2024 37986220
A Pilot Report on Extracting Symptom Onset Date and Time from Clinical Notes in Patients Presenting with Chest Pain

Acute coronary syndrome (ACS) is an acute heart disease that often evolves rapidly. In ACS patients ...

A Natural Language Processing Pipeline based on the Columbia-Suicide Severity Rating Scale

Diagnostic codes in the Electronic Health Record (EHR) are known to be limited in reporting patient ...

LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction.

Electronic health records (EHRs) contain valuable patient data for health-related prediction tasks, ...

Jan 2024 40417470
Neural Granger Causal Discovery for Derangements in ICU-Acquired Acute Kidney Injury Patients.

Nowadays, healthcare systems increasingly utilize automated surveillance of electronic medical recor...

Jan 2024 40417474
Federated Multiple Imputation for Variables that Are Missing Not At Random in Distributed Electronic Health Records.

Large electronic health records (EHR) have been widely implemented and are available for research ac...

Jan 2024 40417515
Integrating Remote Patient Monitoring Data into Machine Learning Models for Predicting Emergency Department Utilization.

The integration of Remote Patient Monitoring (RPM) data into risk stratification models has emerged ...

Jan 2024 40417519
Optimizing Medication Querying Using Ontology-Driven Approach with OMOP: with an application to a large-scale COVID-19 EHR dataset.

Efficient querying for medication information in Electronic Health Record (EHR) datasets is crucial ...

Jan 2024 40417523
A Large Language Model Outperforms Other Computational Approaches to the High-Throughput Phenotyping of Physician Notes.

High-throughput phenotyping, the automated mapping of patient signs and symptoms to standardized ont...

Jan 2024 40417529
Enhancing Semantic and Structure Modeling of Diseases for Diagnosis Prediction.

Electronic Health Records (EHRs) are valuable healthcare data, aiding researchers and doctors in imp...

Jan 2024 40417544
Federated Diabetes Prediction in Canadian Adults Using Real-world Cross-Province Primary Care Data.

Integrating Electronic Health Records (EHR) and the application of machine learning present opportun...

Jan 2024 40417552
Optimizing Large Language Models for Discharge Prediction: Best Practices in Leveraging Electronic Health Record Audit Logs.

Electronic Health Record (EHR) audit log data are increasingly utilized for clinical tasks, from wor...

Jan 2024 40417553
BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records.

The advent of clinical language models integrated into electronic health records (EHR) for clinical ...

Jan 2024 40417555
Generative AI Demonstrated Difficulty Reasoning on Nursing Flowsheet Data.

Excessive documentation burden is linked to clinician burnout, thus motivating efforts to reduce bur...

Jan 2024 40417556
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