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Infection control / Modes of transmission

Latest AI and machine learning research in infection control / modes of transmission for healthcare professionals.

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Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images.

Mitochondria are central to cellular energy production and regulation, with their morphology tightly...

May 2025 40447684
DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets

Understanding Greenland's subglacial topography is critical for projecting the future mass loss of...

Distributionally Robust Wireless Semantic Communication with Large AI Models

6G wireless systems are expected to support massive volumes of data with ultra-low latency. Howeve...

Adapting Segment Anything Model for Power Transmission Corridor Hazard Segmentation

Power transmission corridor hazard segmentation (PTCHS) aims to separate transmission equipment an...

Deep Learning-Assisted 3D Pressure Sensors for Control of Unmanned Aerial Vehicles.

Accurately and reliably detecting and recognizing human body movements in real time, relaying approp...

May 2025 40371705
Scalable and robust machine learning framework for HIV classification using clinical and laboratory data.

Human Immunodeficiency Virus (HIV) is a retrovirus that weakens the immune system, increasing vulner...

May 2025 40436911
Towards Operational Automated Greenhouse Gas Plume Detection

Operational deployment of a fully automated greenhouse gas (GHG) plume detection system remains an...

Stereo Radargrammetry Using Deep Learning from Airborne SAR Images

In this paper, we propose a stereo radargrammetry method using deep learning from airborne Synthet...

Stereo Radargrammetry Using Deep Learning from Airborne SAR Images

In this paper, we propose a stereo radargrammetry method using deep learning from airborne Synthet...

From human hand joints to continuum robot: how articular surface morphology shapes flexibility and stability in template-based designs.

The design of continuum robots often involves a dilemma between flexibility and stiffness, where inc...

May 2025 40373799
Multivariate forecasting of dengue infection in Bangladesh: evaluating the influence of data downscaling on machine learning predictive accuracy.

The increasing incidence of dengue virus (DENV) infections poses significant public health challenge...

May 2025 40426104
ControlTac: Force- and Position-Controlled Tactile Data Augmentation with a Single Reference Image

Vision-based tactile sensing has been widely used in perception, reconstruction, and robotic manip...

Task-Oriented Low-Label Semantic Communication With Self-Supervised Learning

Task-oriented semantic communication enhances transmission efficiency by conveying semantic inform...

Rapid Development of Efficient Participant-Specific Computational Models of the Wrist

While computational modeling may help to develop new treatment options for hand and wrist injuries...

Learning the Contact Manifold for Accurate Pose Estimation During Peg-in-Hole Insertion of Complex Geometries

Contact-rich assembly of complex, non-convex parts with tight tolerances remains a formidable chal...

Reflectance Prediction-based Knowledge Distillation for Robust 3D Object Detection in Compressed Point Clouds

Regarding intelligent transportation systems for vehicle networking, low-bitrate transmission via ...

A Data-Driven Approach to Assessing Hepatitis B Mother-to-Child Transmission Risk Prediction Model: Machine Learning Perspective.

BACKGROUND: Hepatitis B virus (HBV) can be transmitted from mother to child either through transplac...

May 2025 40409750
Impact of Distance on Epidemiological Dynamics in Human Connection Network with Mobility

The spread of infectious diseases is often influenced by human mobility across different geographi...

A Digital Score Based on Circulating-Tumor-Cells-Derived mRNA Quantification and Machine Learning for Early Colorectal Cancer Detection.

Circulating tumor cells (CTCs) serve as valuable biomarkers in tumor circulation, carrying essential...

May 2025 40335073
EpiLLM: Unlocking the Potential of Large Language Models in Epidemic Forecasting

Advanced epidemic forecasting is critical for enabling precision containment strategies, highlight...

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