AIMC Topic: Algorithms
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GraphVelo allows for accurate inference of multimodal velocities and molecular mechanisms for single cells.
Nature communications
Aug 22, 2025
RNA velocities and generalizations emerge as powerful approaches for extracting time-resolved information from high-throughput snapshot single-cell data. Yet, several inherent limitations restrict applying the approaches to genes not suitable for RNA...
Development of data driven models to accurately estimate density of fatty acid ethyl esters.
Scientific reports
Aug 22, 2025
Fatty acid ethyl esters (FAEEs) are widely used in biofuels, pharmaceuticals, and lubricants, offering an eco-friendly alternative due to their biodegradability and renewable nature, contributing to environmental sustainability. The objective of this...
Study on the mechanisms associating community outdoor public spaces with elderly behavior.
Scientific reports
Aug 22, 2025
As the global population ages, enhancing community outdoor public spaces to accommodate the needs of senior citizens has emerged as a critical challenge. This research delves into the intricate relationship between community outdoor public spaces and...
Predictive analysis of solubility data with pressure and temperature in assessing nanomedicine preparation via supercritical carbon dioxide.
Scientific reports
Aug 22, 2025
This work presents a comprehensive study on the prediction of phenytoin solubility at supercritical state using advanced techniques including machine learning analysis. The solubility of small-molecule pharmaceutical was analyzed and calculated to en...
Machine learning enhanced expert system for detecting heart failure decompensation using patient reported vitals and electronic health records.
Scientific reports
Aug 22, 2025
Heart failure (HF) is a condition with periods of stability interrupted by periods of worsening symptoms, known as decompensation episodes. Digital interventions are promising tools to alleviate burdens on HF management through automated alerts at th...
Development and validation of a predictive model for new HIV infection screening among persons 15 years and above in primary healthcare settings in Kenya: a study protocol.
BMJ health & care informatics
Aug 22, 2025
INTRODUCTION: This study seeks to determine incidence, comorbidities and drivers for new HIV infections to develop, test and validate a risk prediction model for screening for new cases of HIV.
Deep Learning-Based Early Warning Systems in Hospitalized Patients at Risk of Code Blue Events and Length of Stay: Retrospective Real-World Implementation Study.
JMIR medical informatics
Aug 22, 2025
BACKGROUND: In hospitals, Code Blue is an emergency that refers to a patient requiring immediate resuscitation. Over 85% of patients with cardiopulmonary arrest exhibit abnormal vital sign trends prior to the event. Continuous monitoring and accurate...
Deep unrolled primal dual network for TOF-PET list-mode image reconstruction.
Physics in medicine and biology
Aug 22, 2025
Time-of-flight (TOF) information provides more accurate location data for annihilation photons, thereby enhancing the quality of positron emission tomography (PET) reconstruction images and reducing noise. List-mode reconstruction has a significant a...
Enhanced CNN for induction motor fault diagnosis via multi-source data fusion.
PloS one
Aug 22, 2025
This study addresses the challenge of low recognition precision in single fault signal isolation for induction motors by proposing a novel fault diagnosis strategy that integrates multi-source information and an enhanced Convolutional Neural Network ...
TomoGRAF: An X-ray physics-driven generative radiance field framework for extremely sparse view CT reconstruction.
PloS one
Aug 22, 2025
OBJECTIVES: Computed tomography (CT) provides high spatial-resolution visualization of 3D structures for various applications. Traditional analytical/iterative CT reconstruction algorithms require hundreds of angular samplings, a condition may not be...
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