AIMC Topic: Deep Learning

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Impact of fine-tuning parameters of convolutional neural network for skin cancer detection.

Scientific reports Apr 28, 2025
Melanoma skin cancer is a deadly disease with a high mortality rate. A prompt diagnosis can aid in the treatment of the disease and potentially save the patient's life. Artificial intelligence methods can help diagnose cancer at a rapid speed. The li...
Skin Neoplasms Humans Deep Learning Neural Networks, Computer Algorithms Machine Learning Melanoma Convolutional Neural Networks
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SkinEHDLF a hybrid deep learning approach for accurate skin cancer classification in complex systems.

Scientific reports Apr 28, 2025
Skin cancer represents a significant global public health issue, and prompt and precise detection is essential for effective treatment. This study introduces SkinEHDLF, an innovative deep-learning model that enhances skin cancer classification. SkinE...
Melanoma Humans Skin Neoplasms Deep Learning
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Harnessing deep learning to monitor people's perceptions towards climate change on social media.

Scientific reports Apr 28, 2025
Social media has become a popular stage for people's views over climate change. Monitoring how climate change is perceived on social media is relevant for informed decision-making. This work advances the way social media users' perceptions and reacti...
Social Media Perception Humans Climate Change Deep Learning
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Automatic smart brain tumor classification and prediction system using deep learning.

Scientific reports Apr 28, 2025
A brain tumor is a serious medical condition characterized by the abnormal growth of cells within the brain. It can cause a range of symptoms, including headaches, seizures, cognitive impairment, and changes in behavior. Brain tumors pose a significa...
Neural Networks, Computer Brain Neoplasms Deep Learning Humans
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Deep learning for malignant lymph node segmentation and detection: a review.

Frontiers in immunology Apr 28, 2025
Radiation therapy remains a cornerstone in the treatment of cancer, with the delineation of Organs at Risk (OARs), tumors, and malignant lymph nodes playing a critical role in the planning process. However, the manual segmentation of these anatomical...
Lymphatic Metastasis Deep Learning Humans Lymph Nodes Neoplasms
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Sweet pepper yield modeling via deep learning and selection of superior genotypes using GBLUP and MGIDI.

Scientific reports Apr 27, 2025
Intelligent knowledge about Capsicum annuum L. germplasm could lead to effective management of germplasm. Here, 29 accessions of sweet pepper were investigated in two separate randomized complete block design with three replications in the field cond...
Models, Genetic Deep Learning Neural Networks, Computer Plant Breeding Fruit Genotype Capsicum
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GINClus: RNA structural motif clustering using graph isomorphism network.

NAR genomics and bioinformatics Apr 26, 2025
Ribonucleic acid (RNA) structural motif identification is a crucial step for understanding RNA structure and functionality. Due to the complexity and variations of RNA 3D structures, identifying RNA structural motifs is challenging and time-consuming...
Software Cluster Analysis RNA Nucleic Acid Conformation Algorithms Deep Learning Nucleotide Motifs
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Fast and automatic coronary artery segmentation using nnU-Net for non-contrast enhanced magnetic resonance coronary angiography.

The international journal of cardiovascular imaging Apr 26, 2025
Non-contrast enhanced magnetic resonance coronary angiography (MRCA) is a promising coronary heart disease screening modality. However, its clinical application is hindered by inherent limitations, including low spatial resolution and insufficient co...
Aged Coronary Artery Disease Male Female Image Interpretation, Computer-Assisted Deep Learning Reproducibility of Results Time Factors Predictive Value of Tests Coronary Vessels Humans Middle Aged Coronary Angiography Magnetic Resonance Angiography Observer Variation Computed Tomography Angiography Automation
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Enhancing Transthyretin Binding Affinity Prediction with a Consensus Model: Insights from the Tox24 Challenge.

Chemical research in toxicology Apr 26, 2025
Transthyretin (TTR) plays a vital role in thyroid hormone transport and homeostasis in both the blood and target tissues. Interactions between exogenous compounds and TTR can disrupt the function of the endocrine system, potentially causing toxicity....
Binding Sites Ligands Prealbumin Humans Deep Learning Protein Binding
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Low-cost video-based air quality estimation system using structured deep learning with selective state space modeling.

Environment international Apr 26, 2025
Air quality is crucial for both public health and environmental sustainability. An efficient and cost-effective model is essential for accurate air quality predictions and proactive pollution control. However, existing research primarily focuses on s...
Video Recording Air Pollution Particulate Matter Environmental Monitoring Air Pollutants Deep Learning
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