Practice Management

Information Technology

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

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Structuring, reuse and analysis of electronic dental data using the Oral Health and Disease Ontology.

BACKGROUND: A key challenge for improving the quality of health care is to be able to use a common f...

Aug 2020 32819435
Machine Learning Models to Predict Childhood and Adolescent Obesity: A Review.

The prevalence of childhood and adolescence overweight an obesity is raising at an alarming rate in ...

Aug 2020 32824342
Comparative Analysis on Machine Learning and Deep Learning to Predict Post-Induction Hypotension.

Hypotensive events in the initial stage of anesthesia can cause serious complications in the patient...

Aug 2020 32824073
Graph Neural Network-Based Diagnosis Prediction.

Diagnosis prediction is an important predictive task in health care that aims to predict the patient...

Aug 2020 32783631
Medical speciality classification system based on binary particle swarms and ensemble of one vs. rest support vector machines.

Nowadays, artificial intelligence plays an integral role in medical and healthcare informatics. Deve...

Aug 2020 32781030
Tele-robotics and artificial-intelligence in stroke care.

In the last forty years, the field of medicine has experienced dramatic shifts in technology-enhance...

Aug 2020 33070881
Explainable artificial intelligence model to predict acute critical illness from electronic health records.

Acute critical illness is often preceded by deterioration of routinely measured clinical parameters,...

Jul 2020 32737308
Lessons and tips for designing a machine learning study using EHR data.

Machine learning (ML) provides the ability to examine massive datasets and uncover patterns within d...

Jul 2020 33948244
5G ultra-remote robot-assisted laparoscopic surgery in China.

BACKGROUND: 5G communication technology has been applied to several fields in telemedicine, but its ...

Jul 2020 32700149
RAHM: Relation augmented hierarchical multi-task learning framework for reasonable medication stocking.

As an important task in digital preventive healthcare management, especially in the secondary preven...

Jul 2020 32673789
Identification of Patients with Heart Failure in Large Datasets.

Large registries, administrative data, and the electronic health record (EHR) offer opportunities to...

Jul 2020 32888634
Interpretable clinical prediction via attention-based neural network.

BACKGROUND: The interpretability of results predicted by the machine learning models is vital, espec...

Jul 2020 32646437
Advances in Telemedicine in Ophthalmology.

Telemedicine is the provision of healthcare-related services from a distance and is poised to move h...

Jul 2020 32644878
Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria.

BACKGROUND: With the growing adoption of the electronic health record (EHR) worldwide over the last ...

Jul 2020 32614911
The Future of Skull Base Surgery: A View Through Tinted Glasses.

In the present report, we have broadly outlined the potential advances in the field of skull base su...

Jun 2020 32599213
The European artificial intelligence strategy: implications and challenges for digital health.

In February, 2020, the European Commission published a white paper on artificial intelligence (AI) a...

Jun 2020 33328096
Human-computer collaboration for skin cancer recognition.

The rapid increase in telemedicine coupled with recent advances in diagnostic artificial intelligenc...

Jun 2020 32572267
Clinical questionnaire filling based on question answering framework.

BACKGROUND: Electronic Health Records (EHR) are the foundation of much medical research. However, an...

Jun 2020 32590229
Artificial intelligence for anterior segment diseases: Emerging applications in ophthalmology.

With the advancement of computational power, refinement of learning algorithms and architectures, an...

Jun 2020 32532762
Robotics Utilization for Healthcare Digitization in Global COVID-19 Management.

This paper describes the evolving role of robotics in healthcare and allied areas with special conce...

May 2020 32481547
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