AIMC Journal:
Scientific reports
Showing 891 to 900 of 5361 articles
Coupling flux balance analysis with reactive transport modeling through machine learning for rapid and stable simulation of microbial metabolic switching.
Scientific reports
Feb 19, 2025
Integrating genome-scale metabolic networks with reactive transport models (RTMs) provides a detailed description of the dynamic changes in microbial growth and metabolism. Despite promising demonstrations in the past, computational inefficiency has ...
A skin disease classification model based on multi scale combined efficient channel attention module.
Scientific reports
Feb 19, 2025
Skin diseases, a significant category in the medical field, have always been challenging to diagnose and have a high misdiagnosis rate. Deep learning for skin disease classification has considerable value in clinical diagnosis and treatment. This stu...
LSTM and ResNet18 for optimized ambulance routing and traffic signal control in emergency situations.
Scientific reports
Feb 19, 2025
Traffic congestion, particularly in rapidly expanding urban centers, significantly impacts the timely delivery of emergency medical services (EMS), where every minute can mean the difference between life and death. Traditional traffic signal control ...
An ideally designed deep trust network model for heart disease prediction based on seagull optimization and Ruzzo Tompa algorithm.
Scientific reports
Feb 19, 2025
Diet, stress, genetics, and a sedentary lifestyle may all contribute to heart disease rates. Although recent studies propose comprehensive automated diagnostic systems, these systems tend to focus on one aspect, such as feature selection, prioritizat...
Deep learning-based classification of diffusion-weighted imaging-fluid-attenuated inversion recovery mismatch.
Scientific reports
Feb 18, 2025
The presence of a diffusion-weighted imaging (DWI)-fluid-attenuated inversion recovery (FLAIR) mismatch holds potential value in identifying candidates for recanalization treatment. However, the visual assessment of DWI-FLAIR mismatch is subject to l...
The development of an artificial intelligence auto-segmentation tool for 3D volumetric analysis of vestibular schwannomas.
Scientific reports
Feb 18, 2025
Linear and volumetric analysis are the typical methods to measure tumor size. 3D volumetric analysis has risen in popularity; however, this is very time and labor intensive limiting its implementation in clinical practice. This study aims to show tha...
HDL-ACO hybrid deep learning and ant colony optimization for ocular optical coherence tomography image classification.
Scientific reports
Feb 18, 2025
Optical Coherence Tomography (OCT) plays a crucial role in diagnosing ocular diseases, yet conventional CNN-based models face limitations such as high computational overhead, noise sensitivity, and data imbalance. This paper introduces HDL-ACO, a nov...
Hybrid Greylag Goose deep learning with layered sparse network for women nutrition recommendation during menstrual cycle.
Scientific reports
Feb 18, 2025
A complex biological process involves physical changes and hormonal fluctuation in the menstrual cycle. The traditional nutrition recommendation models often offer general guidelines but fail to address the specific requirements of women during vario...
Towards full integration of explainable artificial intelligence in colon capsule endoscopy's pathway.
Scientific reports
Feb 18, 2025
Despite recent surge of interest in deploying colon capsule endoscopy (CCE) for early diagnosis of colorectal diseases, there remains a large gap between the current state of CCE in clinical practice, and the state of its counterpart optical colonosc...
A web-based artificial intelligence system for label-free virus classification and detection of cytopathic effects.
Scientific reports
Feb 18, 2025
Identifying viral replication within cells demands labor-intensive isolation methods, requiring specialized personnel and additional confirmatory tests. To facilitate this process, we developed an AI-powered automated system called AI Recognition of ...
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