Public Health & Policy

Work Force

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

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Concepts and methods for transcriptome-wide prediction of chemical messenger RNA modifications with machine learning.

The expanding field of epitranscriptomics might rival the epigenome in the diversity of biological processes impacted. In recent years, the development of new high-throughput experimental and computational techniques has been a key driving force in discovering the properties of RNA modifications. Machine learning applications, such as for classification, clustering or de novo identification, have ...

May 19 2023 37139545

Can Synthetic Images Improve CNN Performance in Wound Image Classification?

For artificial intelligence (AI) based systems to become clinically relevant, they must perform well. Machine Learning (ML) based AI systems require a large amount of labelled training data to achieve this level. In cases of a shortage of such large amounts, Generative Adversarial Networks (GAN) are a standard tool for synthesising artificial training images that can be used to augment the data se...

May 18 2023 37203538
Could an artificial intelligence approach to prior authorization be more human?

Prior authorization (PA) may be a necessary evil within the healthcare system, contributing to physician burnout and delaying necessary care, but also...

Apr 19 2023 36809561
Growing ecosystem of deep learning methods for modeling protein-protein interactions.

Numerous cellular functions rely on protein-protein interactions. Efforts to comprehensively characterize them remain challenged however by the divers...

Jan 21 2023 38102755
[Exploration and practice of artificial intelligence assisted primary vision health management].

It has attracted much attention worldwide that the application of artificial intelligence (AI) in primary screening and clinical diagnosis and treatme...

Jan 6 2023 36655269
Accounting Conformational Dynamics into Structural Modeling Reflected by Cryo-EM with Deep Learning.

With the continuous development of structural biology, the requirement for accurate threedimensional structures during functional modulation of biolog...

Jan 1 2023 35570549
Application of Machine Learning Technology in the Prediction of ADME- Related Pharmacokinetic Parameters.

BACKGROUND: As an important determinant in drug discovery, the accurate analysis and acquisition of pharmacokinetic parameters are very important for ...

Jan 1 2023 35993465
Spring damping based control for a novel lower limb rehabilitation robot with active flexible training planning.

BACKGROUND: During neurological rehabilitation training for patients with lower limb dysfunction, active rehabilitation training based on interactive ...

Jan 1 2023 36120745
New kid on the block: Artificial intelligence just moved into town.

This article describes the experience of a resident physician on the burnout-prone demands of postgraduate training during rapidly evolving integratio...

Jan 1 2023 37718877
ChatGPT: opportunities and risks in the fields of medical care, teaching, and research.

ChatGPT is a virtual assistant with artificial intelligence (AI) that uses natural language to communicate, i.e., it holds conversations as those that...

Jan 1 2023 38096831
Outpatient Robotic surgery: Considerations for the Anesthesiologist.

A shortage of inpatient beds and nurses during the coronavirus disease 2019 pandemic has lent priority to safe same-day discharge after surgery. The m...

Dec 1 2022 36333045
An automated bedside measure for monitoring neonatal cortical activity: a supervised deep learning-based electroencephalogram classifier with external cohort validation.

BACKGROUND: Electroencephalogram (EEG) monitoring is recommended as routine in newborn neurocritical care to facilitate early therapeutic decisions an...

Dec 1 2022 36427950
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI.

The lack of diversity, equity, and inclusion continues to hamper the artificial intelligence (AI) field and is especially problematic for healthcare a...

Nov 14 2022 36048021
Key role of neuronal diversity in structured reservoir computing.

Chaotic time series have been captured by reservoir computing models composed of a recurrent neural network whose output weights are trained in a supe...

Nov 1 2022 36456321
Interatomic force from neural network based variational quantum Monte Carlo.

Accurate ab initio calculations are of fundamental importance in physics, chemistry, biology, and materials science, which have witnessed rapid develo...

Oct 28 2022 36319420
SADeepcry: a deep learning framework for protein crystallization propensity prediction using self-attention and auto-encoder networks.

The X-ray diffraction (XRD) technique based on crystallography is the main experimental method to analyze the three-dimensional structure of proteins....

Sep 20 2022 36037090
Beware the Black-Box of Medical Image Generation: an Uncertainty Analysis by the Learned Feature Space.

Deep neural networks (DNNs) are the primary driving force for the current development of medical imaging analysis tools and often provide exciting per...

Jul 1 2022 36085751
Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images.

Biomedical image datasets can be imbalanced due to the rarity of targeted diseases. Generative Adversarial Networks play a key role in addressing this...

Jul 1 2022 36086605
Redistributing Ground Reaction Forces During Squatting Using a Cable-Driven Robotic Device.

Squatting is a dynamic task that is often done for strengthening and improving balance. Most squat training systems partially support body weight. How...

Jul 1 2022 36176099
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