Practice Management

Information Technology

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

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Self-Supervised Graph Learning With Hyperbolic Embedding for Temporal Health Event Prediction.

Electronic health records (EHRs) have been heavily used in modern healthcare systems for recording p...

Mar 2023 34546938
Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups.

Electronic health records (EHRs) are used in hospitals to store diagnoses, clinician notes, examinat...

Mar 2023 36906642
Ethics Principles for Artificial Intelligence-Based Telemedicine for Public Health.

The use of artificial intelligence (AI) in the field of telemedicine has grown exponentially over th...

Mar 2023 36893365
Securing Multimedia Using a Deep Learning Based Chaotic Logistic Map.

Telemedicine and online consultations with doctors has become very popular during the pandemic and i...

Mar 2023 35622797
Protein Design Using Physics Informed Neural Networks.

The inverse protein folding problem, also known as protein sequence design, seeks to predict an amin...

Mar 2023 36979392
The Environmental Conditions, Treatments, and Exposures Ontology (ECTO): connecting toxicology and exposure to human health and beyond.

BACKGROUND: Evaluating the impact of environmental exposures on organism health is a key goal of mod...

Feb 2023 36823605
Deep-learning-based prognostic modeling for incident heart failure in patients with diabetes using electronic health records: A retrospective cohort study.

Patients with type 2 diabetes mellitus (T2DM) have more than twice the risk of developing heart fail...

Feb 2023 36809251
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing.

The meaningful use of electronic health records (EHR) continues to progress in the digital era with ...

Jan 2023 36706848
Multiclass skin lesion localization and classification using deep learning based features fusion and selection framework for smart healthcare.

BACKGROUND: The idea of smart healthcare has gradually gained attention as a result of the informati...

Jan 2023 36701878
Knowledge Graph Embeddings for ICU readmission prediction.

BACKGROUND: Intensive Care Unit (ICU) readmissions represent both a health risk for patients,with in...

Jan 2023 36658526
[Digitalization in healthcare: today and in the future].

Although Germany continues to struggle with the digital transformation of healthcare, there is reaso...

Jan 2023 36648499
Deep-Learning and Device-Assisted Enteroscopy: Automatic Panendoscopic Detection of Ulcers and Erosions.

: Device-assisted enteroscopy (DAE) has a significant role in approaching enteric lesions. Endoscopi...

Jan 2023 36676796
Composition of Hybrid Deep Learning Model and Feature Optimization for Intrusion Detection System.

Recently, with the massive growth of IoT devices, the attack surfaces have also intensified. Thus, c...

Jan 2023 36679684
Digital health-high tech or high touch?

Digital transformation in medicine refers to the implementation of information technology-driven dev...

Jan 2023 36602630
Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records.

As two important textual modalities in electronic health records (EHR), both structured data (clinic...

Jan 2023 36306302
Considerations for Creating a Restricted Data Environment with Complete Primary Care Electronic Medical Record Data.

Background: Historically, primary care databases have been limited to subsets of the full electronic...

Jan 2023 36972526
A Deep-Learning-Based Collaborative Edge-Cloud Telemedicine System for Retinopathy of Prematurity.

Retinopathy of prematurity is an ophthalmic disease with a very high blindness rate. With its increa...

Dec 2022 36616874
From big data to better patient outcomes.

Among medical specialties, laboratory medicine is the largest producer of structured data and must p...

Dec 2022 36539928
Proposed algorithm for smart grid DDoS detection based on deep learning.

The Smart Grid's objective is to increase the electric grid's dependability, security, and efficienc...

Dec 2022 36577364
MR-KPA: medication recommendation by combining knowledge-enhanced pre-training with a deep adversarial network.

BACKGROUND: Medication recommendation based on electronic medical record (EMR) is a research hot spo...

Dec 2022 36536291
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