AIMC Topic: Deep Learning

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High precision banana variety identification using vision transformer based feature extraction and support vector machine.

Scientific reports Mar 26, 2025
Bananas, renowned for their delightful flavor, exceptional nutritional value, and digestibility, are among the most widely consumed fruits globally. The advent of advanced image processing, computer vision, and deep learning (DL) techniques has revol...
Fruit Musa Deep Learning Image Processing, Computer-Assisted Support Vector Machine
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Insights into phosphorylation-induced influences on conformations and inhibitor binding of CDK6 through GaMD trajectory-based deep learning.

Physical chemistry chemical physics : PCCP Mar 26, 2025
The phosphorylation of residue T177 produces a significant effect on the conformational dynamics of CDK6. Gaussian accelerated molecular dynamics (GaMD) simulations followed by deep learning (DL) are applied to explore the molecular mechanism of the ...
Humans Deep Learning Protein Binding Protein Kinase Inhibitors Thermodynamics Cyclin-Dependent Kinase 6 Phosphorylation Molecular Dynamics Simulation Protein Conformation
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Deep learning-based segmentation of head and neck organs at risk on CBCT images with dosimetric assessment for radiotherapy.

Physics in medicine and biology Mar 26, 2025
Cone beam computed tomography (CBCT) has become an essential tool in head and neck cancer (HNC) radiotherapy (RT) treatment delivery. Automatic segmentation of the organs at risk (OARs) on CBCT can trigger and accelerate treatment replanning but is s...
Organs at Risk Radiotherapy Planning, Computer-Assisted Radiotherapy Dosage Cone-Beam Computed Tomography Humans Radiometry Image Processing, Computer-Assisted Deep Learning Radiotherapy, Image-Guided Head and Neck Neoplasms
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Beyond the Greater Angkor Region: Automatic large-scale mapping of Angkorian-period reservoirs in satellite imagery using deep learning.

PloS one Mar 26, 2025
Archaeologists often use high-resolution satellite imagery to identify potential archaeological sites or features, including ancient settlements, burial mounds, roads, and even subtle differences in vegetation or topography. Over the last several dec...
Satellite Imagery Humans Cambodia Deep Learning Archaeology
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Leveraging Extended Windows in End-to-End Deep Learning for Improved Continuous Myoelectric Locomotion Prediction.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 26, 2025
Current surface electromyography (sEMG) methods for locomotion mode prediction face limitations in anticipatory capability due to computation delays and constrained window lengths typically below 500 ms-a practice historically tied to stationarity re...
Male Deep Learning Muscle, Skeletal Electromyography Young Adult Algorithms Humans Gait Adult Computer Simulation Neural Networks, Computer Locomotion Female
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Lung cancer detection and classification using optimized CNN features and Squeeze-Inception-ResNeXt model.

Computational biology and chemistry Mar 25, 2025
Lung cancer, with its high mortality rate, is one of the deadliest diseases globally. The alarming increase in lung cancer deaths and its widespread prevalence have led to the development of various cancer control research and early detection methods...
Deep Learning Image Processing, Computer-Assisted Lung Neoplasms Tomography, X-Ray Computed Diagnosis, Computer-Assisted Humans Neural Networks, Computer Algorithms
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Uncertainty-aware deep learning for segmentation of primary tumor and pathologic lymph nodes in oropharyngeal cancer: Insights from a multi-center cohort.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Mar 25, 2025
PURPOSE: Information on deep learning (DL) tumor segmentation accuracy on a voxel and a structure level is essential for clinical introduction. In a previous study, a DL model was developed for oropharyngeal cancer (OPC) primary tumor (PT) segmentati...
Aged Male Middle Aged Humans Retrospective Studies Positron Emission Tomography Computed Tomography Female Uncertainty Deep Learning Oropharyngeal Neoplasms Lymph Nodes Lymphatic Metastasis
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Advancements in automated nuclei segmentation for histopathology using you only look once-driven approaches: A systematic review.

Computers in biology and medicine Mar 25, 2025
Histopathology image analysis plays a pivotal role in disease diagnosis and treatment planning, relying heavily on accurate nuclei segmentation for extracting vital cellular information. In recent years, artificial intelligence (AI) and in particular...
Image Interpretation, Computer-Assisted Cell Nucleus Humans Neural Networks, Computer Deep Learning Image Processing, Computer-Assisted
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Ensemble network using oblique coronal MRI for Alzheimer's disease diagnosis.

NeuroImage Mar 25, 2025
Alzheimer's disease (AD) is a primary degenerative brain disorder commonly found in the elderly, Mild cognitive impairment (MCI) can be considered a transitional stage from normal aging to Alzheimer's disease. Therefore, distinguishing between normal...
Humans Algorithms Brain Female Aged Aged, 80 and over Image Interpretation, Computer-Assisted Cognitive Dysfunction Neuroimaging Male Magnetic Resonance Imaging Deep Learning Alzheimer Disease
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Soil and crop interaction analysis for yield prediction with satellite imagery and deep learning techniques for the coastal regions.

Journal of environmental management Mar 25, 2025
Crop yield is a significant factor in world income and poverty alleviation as well as food production through agriculture. Conventional crop yield forecasting approaches that employ subjective estimates including farmers' perceptions are imprecise an...
Agriculture Crops, Agricultural Satellite Imagery Neural Networks, Computer Soil Deep Learning
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