AIMC Topic: Datasets as Topic

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Soul: An OCTA dataset based on Human Machine Collaborative Annotation Framework.

Scientific data Aug 2, 2024
Branch retinal vein occlusion (BRVO) is the most prevalent retinal vascular disease that constitutes a threat to vision due to increased venous pressure caused by venous effluent in the space, leading to impaired visual function. Optical Coherence To...
Tomography, Optical Coherence Humans Datasets as Topic Machine Learning Retinal Vessels Retinal Vein Occlusion
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Partial coherence enhances parallelized photonic computing.

Nature Jul 31, 2024
Advancements in optical coherence control have unlocked many cutting-edge applications, including long-haul communication, light detection and ranging (LiDAR) and optical coherence tomography. Prevailing wisdom suggests that using more coherent light...
Optics and Photonics Photons Tomography, Optical Coherence Humans Neural Networks, Computer Datasets as Topic Gait Silicon Sensitivity and Specificity Parkinson Disease
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RadImageNet and ImageNet as Datasets for Transfer Learning in the Assessment of Dental Radiographs: A Comparative Study.

Journal of imaging informatics in medicine Jul 24, 2024
Transfer learning (TL) is an alternative approach to the full training of deep learning (DL) models from scratch and can transfer knowledge gained from large-scale data to solve different problems. ImageNet, which is a publicly available large-scale ...
Datasets as Topic Radiography, Dental Adult Male Deep Learning Humans Radiography, Panoramic Female
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Comparative evaluation of image-based vs. text-based vs. multimodal AI approaches for automatic breast density assessment in mammograms.

Computer methods and programs in biomedicine Jul 20, 2024
BACKGROUND AND OBJECTIVES: In the last decade, there has been a growing interest in applying artificial intelligence (AI) systems to breast cancer assessment, including breast density evaluation. However, few models have been developed to integrate t...
Reproducibility of Results Image Processing, Computer-Assisted Mammography Breast Datasets as Topic Natural Language Processing Radiographic Image Interpretation, Computer-Assisted Artificial Intelligence Software Algorithms Female Humans Breast Density
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Accuracy of automated forensic dental age estimation lab (F-DentEst Lab) on large Malaysian dataset.

Forensic science international Jul 15, 2024
When a disaster occurs, the authority must prioritise two things. First, the search and rescue of lives, and second, the identification and management of deceased individuals. However, with thousands of dead bodies to be individually identified in ma...
Datasets as Topic Age Determination by Teeth Humans Malaysia Radiography, Panoramic Forensic Dentistry Male Adolescent Deep Learning Child Neural Networks, Computer Image Processing, Computer-Assisted Female
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State-of-the-art sleep arousal detection evaluated on a comprehensive clinical dataset.

Scientific reports Jul 14, 2024
Aiming to apply automatic arousal detection to support sleep laboratories, we evaluated an optimized, state-of-the-art approach using data from daily work in our university hospital sleep laboratory. Therefore, a machine learning algorithm was traine...
Middle Aged Adolescent Predictive Value of Tests Area Under Curve Young Adult Adult Male Polysomnography Sleep Wake Disorders Arousal Sleep Datasets as Topic Statistics, Nonparametric Humans Aged Aged, 80 and over Machine Learning Female
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2-Dimensional Echocardiographic Global Longitudinal Strain With Artificial Intelligence Using Open Data From a UK-Wide Collaborative.

JACC. Cardiovascular imaging Jul 10, 2024
BACKGROUND: Global longitudinal strain (GLS) is reported to be more reproducible and prognostic than ejection fraction. Automated, transparent methods may increase trust and uptake.
Humans Global Longitudinal Strain Predictive Value of Tests Biomechanical Phenomena Ventricular Dysfunction, Left Ventricular Function, Left Neural Networks, Computer Echocardiography Image Interpretation, Computer-Assisted Machine Learning Datasets as Topic Consensus United Kingdom Reproducibility of Results Observer Variation Myocardial Contraction
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Language-aware multiple datasets detection pretraining for DETRs.

Neural networks : the official journal of the International Neural Network Society Jul 4, 2024
Pretraining on large-scale datasets can boost the performance of object detectors while the annotated datasets for object detection are hard to scale up due to the high labor cost. What we possess are numerous isolated filed-specific datasets, thus, ...
Algorithms Databases, Factual Language Image Processing, Computer-Assisted Humans Neural Networks, Computer Datasets as Topic
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nnU-Net-based deep-learning for pulmonary embolism: detection, clot volume quantification, and severity correlation in the RSPECT dataset.

European journal of radiology Jun 25, 2024
OBJECTIVES: CT pulmonary angiography is the gold standard for diagnosing pulmonary embolism, and DL algorithms are being developed to manage the increase in demand. The nnU-Net is a new auto-adaptive DL framework that minimizes manual tuning, making ...
Severity of Illness Index Aged Humans Datasets as Topic Deep Learning Male Algorithms Computed Tomography Angiography Pulmonary Embolism Middle Aged Female
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Basketball technique action recognition using 3D convolutional neural networks.

Scientific reports Jun 7, 2024
This research investigates the recognition of basketball techniques actions through the implementation of three-dimensional (3D) Convolutional Neural Networks (CNNs), aiming to enhance the accurate and automated identification of various actions in b...
Pattern Recognition, Automated Movement Basketball Reproducibility of Results Humans Video Recording Neural Networks, Computer Datasets as Topic
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