Public Health & Policy

Work Force

Latest AI and machine learning research in work force for healthcare professionals.

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[Research advances on functional training robots in burn rehabilitation].

Patients with deep burns are prone to suffer cicatrix hyperplasia or contracture, leading to problems including dysfunction in limbs, which impacts patients' life quality and makes it difficult for them to return to society. Thereby, the rehabilitation treatment after deep burns is particularly important. Currently, exercise therapy plays an important role in burn rehabilitation, which is mainly b...

Jun 20 2022 35764586

Educating the Healthcare Workforce to Support Digital Transformation.

Digital transformation of the healthcare workforce is a priority if we are to leverage the potential of digital technologies, artificial intelligence in clinical decision support and the potential of data captured within electronic health records. Educational programmes need to be diverse and support the digital novices through to the champions whom will be responsible for procuring and implementi...

Jun 6 2022 35673156
Atom typing using graph representation learning: How do models learn chemistry?

Atom typing is the first step for simulating molecules using a force field. Automatic atom typing for an arbitrary molecule is often realized by rule-...

May 28 2022 35649855
Burnout and Depression Detection Using Affective Word List Ratings.

Burnout syndrome and depression are prevalent mental health problems in many societies today. Most existing methods used in clinical intervention and ...

May 16 2022 35575847
The Digital Transformation of Mental Health Care and Psychotherapy - A Market and Research Maturity Analysis.

Digital technology trends for mental health, instantiated with only emerging use cases or already established applications, offer significant potentia...

May 16 2022 35575850
PercolationDF: A percolation-based medical diagnosis framework.

With the continuing shortage and unequal distribution of medical resources, our objective is to develop a general diagnosis framework that utilizes a...

Apr 6 2022 35603381
CapsNet-COVID19: Lung CT image classification method based on CapsNet model.

The outbreak of the Corona Virus Disease 2019 (COVID-19) has posed a serious threat to human health and life around the world. As the number of COVID-...

Mar 16 2022 35430853
Advancing Research on Medical Image Perception by Strengthening Multidisciplinary Collaboration.

Medical image interpretation is central to detecting, diagnosing, and staging cancer and many other disorders. At a time when medical imaging is being...

Jan 5 2022 35699495
A Method for Localizing Non-Reference Sequences to the Human Genome.

As the last decade of human genomics research begins to bear the fruit of advancements in precision medicine, it is important to ensure that genomics'...

Jan 1 2022 34890159
The Impact of Cultural Dimensions of Clinicians on the Adoption of Artificial Intelligence in Healthcare.

INTRODUCTION: Healthcare is probably the last frontier that Artificial Intelligence (AI) has not conquered. Cultural factors significantly impact the ...

Jan 1 2022 35062809
BioPhi: A platform for antibody design, humanization, and humanness evaluation based on natural antibody repertoires and deep learning.

Despite recent advances in transgenic animal models and display technologies, humanization of mouse sequences remains one of the main routes for thera...

Jan 1 2022 35133949
Moving toward AI-assisted decision-making: Observation on clinicians' management of multimedia patient information in synchronous and asynchronous telehealth contexts.

BACKGROUND: Artificial intelligence (AI) intends to support clinicians' patient diagnosis decisions by processing and identifying insights from multim...

Jan 1 2022 35225704
A Deep Learning based Solution (Covi-DeteCT) Amidst COVID-19.

BACKGROUND: The whole world has been severely affected due to the COVID-19 pandemic. The rapid and large-scale spread has caused immense pressure on t...

Jan 1 2022 36173078
CNN Features and Optimized Generative Adversarial Network for COVID-19 Detection from Chest X-Ray Images.

Coronavirus is a RNA type virus, which makes various respiratory infections in both human as well as animals. In addition, it could cause pneumonia in...

Jan 1 2022 36374953
Intelligent Sampling for Vegetation Nitrogen Mapping Based on Hybrid Machine Learning Algorithms.

Upcoming satellite imaging spectroscopy missions will deliver spatiotemporal explicit data streams to be exploited for mapping vegetation properties, ...

Dec 1 2021 36090008
New Method for Surgical Diagnostics - a Robotic Telemedical Approach.

Apart from the tremendous increase in the demand for telemedicine during the COVID-19 pandemic, the use of telemedical technology offers many advantag...

Nov 23 2021 34816418
Machine learning builds full-QM precision protein force fields in seconds.

Full-quantum mechanics (QM) calculations are extraordinarily precise but difficult to apply to large systems, such as biomolecules. Motivated by the m...

Nov 5 2021 34017993
Predicting Kidney Discard Using Machine Learning.

BACKGROUND: Despite the kidney supply shortage, 18%-20% of deceased donor kidneys are discarded annually in the United States. In 2018, 3569 kidneys w...

Sep 1 2021 33534531
Towards automatic diagnosis of rheumatic heart disease on echocardiographic exams through video-based deep learning.

OBJECTIVE: Rheumatic heart disease (RHD) affects an estimated 39 million people worldwide and is the most common acquired heart disease in children an...

Aug 13 2021 34279636
Performance and educational training of radiographers in lung nodule or mass detection: Retrospective comparison with different deep learning algorithms.

The aim of this investigation was to compare the diagnostic performance of radiographers and deep learning algorithms in pulmonary nodule/mass detecti...

Jun 11 2021 34115023
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