Infectious Disease

COVID-19

Latest AI and machine learning research in covid-19 for healthcare professionals.

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AI-based IsAb2.0 for antibody design.

Therapeutic antibody design has garnered widespread attention, highlighting its interdisciplinary im...

Jul 2024 39285513
GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning

Genetic variants (GVs) are defined as differences in the DNA sequences among individuals and play ...

A Multi-view Mask Contrastive Learning Graph Convolutional Neural Network for Age Estimation

The age estimation task aims to use facial features to predict the age of people and is widely use...

DeepPRMS: advanced deep learning model to predict protein arginine methylation sites.

Protein methylation is a form of post-translational modifications of protein, which is crucial for v...

Jul 2024 38267081
Accelerating MRI Uncertainty Estimation with Mask-based Bayesian Neural Network

Accurate and reliable Magnetic Resonance Imaging (MRI) analysis is particularly important for adap...

SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation

Referring Expression Segmentation (RES) aims to provide a segmentation mask of the target object i...

Geometric epitope and paratope prediction.

MOTIVATION: Identifying the binding sites of antibodies is essential for developing vaccines and syn...

Jul 2024 38984742
Ultrasound for Automated Classification of Full-Thickness Rotator Cuff Tendon Tears using Deep Learning.

Rotator cuff tendon tears, the most common shoulder injuries, are typically diagnosed mainly through...

Jul 2024 40039129
An AI-Driven Camera-Based Platform for Patient Ambulation Assessment.

We propose an ambulation assessment platform in healthcare that employs a deep neural network for bo...

Jul 2024 40039218
Cough Sound Based Deep Learning Models for Diagnosis of COVID-19 Using Statistical Features and Time-Frequency Spectrum.

This paper presents a deep learning model that can classify COVID-19 patients through cough sounds. ...

Jul 2024 40039388
Cough Classification of Unknown Emerging Respiratory Disease with Federated Learning.

Artificial intelligence offers great potential to address the need for rapid diagnostic testing in p...

Jul 2024 40039497
A Novel 6-DOF Parallel Continuum Robot with Enhanced Reachable Workspace and Range of Twisting.

The Parallel Continuum Robot (PCR) is an emerging class of soft robotics distinguished by features s...

Jul 2024 40039896
Querying Labeled Time Series Data with Scenario Programs

In order to ensure autonomous vehicles are safe for on-road deployment, simulation-based testing h...

Streamlining social media information retrieval for public health research with deep learning.

OBJECTIVE: Social media-based public health research is crucial for epidemic surveillance, but most ...

Jun 2024 38718216
3D Instance Segmentation Using Deep Learning on RGB-D Indoor Data

3D object recognition is a challenging task for intelligent and robot systems in industrial and ho...

Thrombogenic Risk Assessment of Transcatheter Prosthetic Heart Valves Using a Fluid-Structure Interaction Approach

Prosthetic heart valve interventions such as TAVR have surged over the past decade, but the associ...

Energy efficiency: a Lattice Boltzmann study

The energy consumption and the compute performance of a fluid dynamic code have been investigated ...

Epidemic-induced local awareness behavior inferred from surveys and genetic sequence data

Behavior-disease models suggest that pandemics can be contained cost-effectively if individuals ta...

The Immunopeptidomics Ontology (ImPO).

The adaptive immune response plays a vital role in eliminating infected and aberrant cells from the ...

Jun 2024 38857186
SuPreMo: a computational tool for streamlining in silico perturbation using sequence-based predictive models.

SUMMARY: The increasing development of sequence-based machine learning models has raised the demand ...

Jun 2024 38796686
Deep learning framework for peak detection at the intact level of therapeutic proteins.

While automated peak detection functionalities are available in commercially accessible software, ac...

Jun 2024 38819868
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