AIMC Topic: Algorithms

Clear Filters Showing 111 to 120 of 26915 articles

Hierarchical in-out fusion for incomplete multimodal brain tumor segmentation.

Scientific reports Jul 2, 2025
Fusing multimodal data play a crucial role in accurate brain tumor segmentation network and clinical diagnosis, especially in scenarios with incomplete multimodal data. Existing multimodal fusion models usually perform intra-modal fusion at both shal...
Magnetic Resonance Imaging Algorithms Multimodal Imaging Brain Neoplasms Image Processing, Computer-Assisted Humans Neural Networks, Computer
View on PubMed DOI

AI-driven genetic algorithm-optimized lung segmentation for precision in early lung cancer diagnosis.

Scientific reports Jul 2, 2025
Lung cancer remains the leading cause of cancer-related mortality worldwide, necessitating accurate and efficient diagnostic tools to improve patient outcomes. Lung segmentation plays a pivotal role in the diagnostic pipeline, directly impacting the ...
Lung Lung Neoplasms Early Detection of Cancer Algorithms Tomography, X-Ray Computed Genetic Algorithms Humans Neural Networks, Computer Artificial Intelligence
View on PubMed DOI

An optimized domain-specific shrimp detection architecture integrating conditional GAN and weighted ensemble learning.

Scientific reports Jul 2, 2025
Deep learning primarily operates on images which contain hidden patterns that are quantified through pixel intensities. Deep learning is used to analyze the image patterns and to recognize the objects. The detection process includes the creation of l...
Penaeidae Animals Ensemble Learning Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Algorithms
View on PubMed DOI

Multi channel fusion diffusion models for brain tumor MRI data augmentation.

Scientific reports Jul 2, 2025
The early diagnosis of brain tumors is crucial for patient prognosis, and medical imaging techniques such as MRI and CT scans are essential tools for diagnosing brain tumors. However, high-quality medical image data for brain tumors is often scarce a...
Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Diffusion Magnetic Resonance Imaging Humans Algorithms Brain Neoplasms
View on PubMed DOI

Multi-scale fusion semantic enhancement network for medical image segmentation.

Scientific reports Jul 2, 2025
The application of sophisticated computer vision techniques for medical image segmentation (MIS) plays a vital role in clinical diagnosis and treatment. Although Transformer-based models are effective at capturing global context, they are often ineff...
Algorithms Humans Image Processing, Computer-Assisted Neural Networks, Computer Semantics
View on PubMed DOI

Cervical cancer prediction using machine learning models based on routine blood analysis.

Scientific reports Jul 2, 2025
Cervical cancer (CC) is the fourth most common cancer among women globally. The key to preventing and treating CC is early detection, diagnosis, and treatment. This study aimed to develop an interpretable model for predicting CC risk using routine bl...
Middle Aged Adult Uterine Cervical Neoplasms Humans Retrospective Studies Machine Learning Female Algorithms Aged
View on PubMed DOI

The construction of HMME-PDT efficacy prediction model for port-wine stain based on machine learning algorithms.

Scientific reports Jul 2, 2025
Hematoporphyrin monomethyl ether-photodynamic therapy (HMME-PDT) is a safe and effective treatment for port-wine stain (PWS). Comprehensive methods for predicting HMME-PDT efficacy based on clinical factors are lacking. This study aims to develop and...
Child, Preschool Child Treatment Outcome Male Adolescent Hematoporphyrins Photochemotherapy Photosensitizing Agents Port-Wine Stain Algorithms Retrospective Studies Female Young Adult Adult Humans Machine Learning
View on PubMed DOI

End-to-end feature fusion for jointly optimized speech enhancement and automatic speech recognition.

Scientific reports Jul 2, 2025
Speech enhancement (SE) and automatic speech recognition (ASR) in real-time processing involve improving the quality and intelligibility of speech signals on the fly, ensuring accurate transcription as the speech unfolds. SE eliminates unwanted backg...
Humans Algorithms Speech Signal Processing, Computer-Assisted Noise Speech Recognition Software Speech Intelligibility
View on PubMed DOI

A deep dive into artificial intelligence with enhanced optimization-based security breach detection in internet of health things enabled smart city environment.

Scientific reports Jul 2, 2025
Internet of Health Things (IoHT) plays a vital role in everyday routine by giving electronic healthcare services and the ability to improve patient care quality. IoHT applications and devices become widely susceptible to cyber-attacks as the tools ar...
Internet of Things Humans Computer Security Artificial Intelligence Algorithms Deep Learning Cities
View on PubMed DOI

A multi-modal graph-based framework for Alzheimer's disease detection.

Scientific reports Jul 2, 2025
We propose a compositional graph-based Machine Learning (ML) framework for Alzheimer's disease (AD) detection that constructs complex ML predictors from modular components. In our directed computational graph, datasets are represented as nodes [Formu...
Humans Machine Learning Algorithms Image Processing, Computer-Assisted Magnetic Resonance Imaging Alzheimer Disease Female Male Deep Learning
View on PubMed DOI
Popular Topics
Recent Journals