AIMC Topic: Algorithms

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Multi-scale feature pyramid network with bidirectional attention for efficient mural image classification.

PloS one Aug 4, 2025
Mural image recognition plays a critical role in the digital preservation of cultural heritage; however, it faces cross-cultural and multi-period style generalization challenges, compounded by limited sample sizes and intricate details, such as losse...
Humans Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Algorithms
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Leveraging potential of limpid attention transformer with dynamic tokenization for hyperspectral image classification.

PloS one Aug 4, 2025
Hyperspectral data consists of continuous narrow spectral bands. Due to this, it has less spatial and high spectral information. Convolutional neural networks (CNNs) emerge as a highly contextual information model for remote sensing applications. Unf...
Neural Networks, Computer Remote Sensing Technology Algorithms Hyperspectral Imaging Image Processing, Computer-Assisted
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Zero-shot performance analysis of large language models in sumrate maximization.

PloS one Aug 4, 2025
Large language models have revolutionized the field of natural language processing and are now becoming a one-stop solution to various tasks. In the field of Networking, LLMs can also play a major role when it comes to resource optimization and shari...
Large Language Models Humans Algorithms Models, Theoretical Natural Language Processing Language
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Sentiment analysis for deepfake X posts using novel transfer learning based word embedding and hybrid LGR approach.

Scientific reports Aug 3, 2025
With the growth of social media, people are sharing more content than ever, including X posts that reflect a variety of emotions and opinions. AI-generated synthetic text, known as deepfake text, is used to imitate human writing to disseminate mislea...
Humans Deep Learning Emotions Social Media Machine Learning Algorithms
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Cross-subject EEG signals-based emotion recognition using contrastive learning.

Scientific reports Aug 3, 2025
Electroencephalography (EEG) signals based emotion brain computer interface (BCI) is a significant field in the domain of affective computing where EEG signals are the cause of reliable and objective applications. Despite these advancements, signific...
Signal Processing, Computer-Assisted Brain-Computer Interfaces Emotions Electroencephalography Adult Male Humans Machine Learning Algorithms Brain Female
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Adapting foundation models for rapid clinical response: intracerebral hemorrhage segmentation in emergency settings.

Scientific reports Aug 3, 2025
Intracerebral hemorrhage (ICH) is a medical emergency that demands rapid and accurate diagnosis for optimal patient management. Hemorrhagic lesions' segmentation on CT scans is a necessary first step for acquiring quantitative imaging data that are b...
Cerebral Hemorrhage Deep Learning Image Processing, Computer-Assisted Algorithms Tomography, X-Ray Computed Humans
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High-efficiency spatially guided learning network for lymphoblastic leukemia detection in bone marrow microscopy images.

Computers in biology and medicine Aug 2, 2025
Leukemia is a hematologic tumor that proliferates in bone marrow and seriously affects the survival of patients. Early and accurate diagnosis is crucial for effective leukemia treatment. Traditional diagnostic methods rely on experts' subjective anal...
Bone Marrow Microscopy Deep Learning Humans Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted Precursor Cell Lymphoblastic Leukemia-Lymphoma Algorithms
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Transfer learning based deep architecture for lung cancer classification using CT image with pattern and entropy based feature set.

Scientific reports Aug 2, 2025
Early detection of lung cancer, which remains one of the leading causes of death worldwide, is important for improved prognosis, and CT scanning is an important diagnostic modality. Lung cancer classification according to CT scan is challenging since...
Tomography, X-Ray Computed Deep Learning Entropy Neural Networks, Computer Humans Image Processing, Computer-Assisted Algorithms Lung Neoplasms
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The dosimetric impacts of ct-based deep learning autocontouring algorithm for prostate cancer radiotherapy planning dosimetric accuracy of DirectORGANS.

BMC urology Aug 2, 2025
PURPOSE: In study, we aimed to dosimetrically evaluate the usability of a new generation autocontouring algorithm (DirectORGANS) that automatically identifies organs and contours them directly in the computed tomography (CT) simulator before creating...
Organs at Risk Radiotherapy Planning, Computer-Assisted Radiometry Radiotherapy Dosage Deep Learning Prostatic Neoplasms Tomography, X-Ray Computed Humans Male Algorithms
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A RF-based end-to-end Breast Cancer Prediction algorithm.

Computers in biology and medicine Aug 1, 2025
Breast cancer became the primary cause of cancer-related deaths among women year by year. Early detection and accurate prediction of breast cancer play a crucial role in strengthening the quality of human life. Many scientists have concentrated on an...
Machine Learning Algorithms Databases, Factual Humans Diagnosis, Computer-Assisted Mammography Prediction Algorithms Female Breast Neoplasms
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