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Universal precautions

Latest AI and machine learning research in universal precautions for healthcare professionals.

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Controllable Image Colorization with Instance-aware Texts and Masks

Recently, the application of deep learning in image colorization has received widespread attention...

Severe community-acquired pneumonia (sCAP): advances in management and future directions.

Severe community-acquired pneumonia (sCAP) is a major global health challenge, with high morbidity a...

May 2025 40360263
Innovative fast and low-cost method for the detection of living bacteria based on trajectory.

Detection of pathogens is a major concern in many fields like medicine, pharmaceuticals, or agri-foo...

May 2025 40360745
Machine Learning-Driven Consensus Modeling for Activity Ranking and Chemical Landscape Analysis of HIV-1 Inhibitors.

This study aimed to develop a predictive model to classify and rank highly active compounds that in...

May 2025 40430533
Thoughts on Objectives of Sparse and Hierarchical Masked Image Model

Masked image modeling is one of the most poplular objectives of training. Recently, the SparK mode...

Integrating different approaches for the identification of new disruptors of HIV-1 capsid multimerization.

Human Immunodeficiency Virus (HIV) belongs to the Lentivirus genus, Retroviridae family, enveloped b...

May 2025 40239540
Facial Anomaly Appraisal Using Discrepancy Optimization-Driven Automatic Inpainting.

This work presents a novel machine learning and signal processing framework designed to consistently...

May 2025 40354204
Stigma Attitudes Toward HIV/AIDS From 2011 Through 2023 in Japan: Retrospective Study in Japan.

BACKGROUND: Stigma associated with HIV/AIDS continues to be a major barrier to prevention, managemen...

May 2025 40354646
IFPTML Multi-Output Model for Anti-Retroviral Compounds Including the Drug Structure and Target Protein Sequence Information.

Retroviruses such as HIV cause significant diseases in humans and other organisms, making the discov...

May 2025 40293160
Lead Informed Artificial Intelligence Mining of Antitubercular Host Defense Peptides.

Identifying host defense peptides (HDPs) that are effective against drug-resistant infections is cha...

May 2025 40310992
High-Frequency Prior-Driven Adaptive Masking for Accelerating Image Super-Resolution

The primary challenge in accelerating image super-resolution lies in reducing computation while ma...

Missing Data Estimation for MR Spectroscopic Imaging via Mask-Free Deep Learning Methods

Magnetic Resonance Spectroscopic Imaging (MRSI) is a powerful tool for non-invasive mapping of bra...

A scalable deep attention mechanism of instance segmentation for the investigation of chromosome.

Chromosome segmentation in metaphase images is a critical yet challenging task in cytogenetics and g...

May 2025 40360085
Antagonistic coinfection in rock-paper-scissors models during concurrent epidemics

We investigate the dynamics of dual disease epidemics within the spatial rock-paper-scissors model...

Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation

Deep learning has revolutionized medical image segmentation, yet its full potential remains constr...

Using machine learning models to predict the impact of template mismatches on polymerase chain reaction assay performance.

Molecular assays are critical tools for the diagnosis of infectious diseases. These assays have been...

May 2025 40346302
OXSeg: Multidimensional attention UNet-based lip segmentation using semi-supervised lip contours

Lip segmentation plays a crucial role in various domains, such as lip synchronization, lipreading,...

Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization

Weakly Supervised Object Localization (WSOL), which aims to localize objects by only using image-l...

Enhanced Language Models for Predicting and Understanding HIV Care Disengagement: A Case Study in Tanzania.

SUMMARY: Sustained engagement in HIV care and adherence to antiretroviral therapy (ART) are essentia...

May 2025 40386417
Machine learning assisted in Silico discovery and optimization of small molecule inhibitors targeting the Nipah virus glycoprotein.

The Nipah virus (NiV), a lethal pathogen from the Paramyxoviridae family, presents a significant glo...

May 2025 40341732
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