AIMC Topic: Biometry

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A Scalable Open-Set ECG Identification System Based on Compressed CNNs.

IEEE transactions on neural networks and learning systems Aug 4, 2023
Deep learning (DL) is known for its excellence in feature learning and its ability to deliver high-accuracy results. Its application to ECG biometric recognition has received increasing interest but is also accompanied by several deficiencies. In thi...
Humans Electrocardiography Biometric Identification Biometry Neural Networks, Computer Algorithms
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Combining deep learning and intelligent biometry to extract ultrasound standard planes and assess early gestational weeks.

European radiology Jul 1, 2023
OBJECTIVES: To develop and validate a fully automated AI system to extract standard planes, assess early gestational weeks, and compare the performance of the developed system to sonographers.
Retrospective Studies Biometry Humans Deep Learning Pregnancy Gestational Age Female Ultrasonography, Prenatal
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Machine Learning-Based Sensor Data Fusion for Animal Monitoring: Scoping Review.

Sensors (Basel, Switzerland) Jun 20, 2023
The development of technology, such as the Internet of Things and artificial intelligence, has significantly advanced many fields of study. Animal research is no exception, as these technologies have enabled data collection through various sensing de...
Biometry Movement Cattle Horses Machine Learning Algorithms Female Animals Artificial Intelligence
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Estimation of separable direct and indirect effects in a continuous-time illness-death model.

Lifetime data analysis Jun 4, 2023
In this article we study the effect of a baseline exposure on a terminal time-to-event outcome either directly or mediated by the illness state of a continuous-time illness-death process with baseline covariates. We propose a definition of the corres...
Computer Simulation Causality Models, Statistical Humans Artificial Intelligence Mediation Analysis Survival Analysis Biometry
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A deep learning-based cancer survival time classifier for small datasets.

Computers in biology and medicine Apr 27, 2023
Cancer survival time prediction using Deep Learning (DL) has been an emerging area of research. However, non-availability of large-sized annotated medical imaging databases affects the training performance of DL models leading to their arguable usage...
Biometry Lung Neoplasms Diagnostic Imaging Neural Networks, Computer Deep Learning Humans
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Convolutional Neural Network for Individual Identification Using Phase Space Reconstruction of Electrocardiogram.

Sensors (Basel, Switzerland) Mar 16, 2023
Electrocardiogram (ECG) biometric provides an authentication to identify an individual on the basis of specific cardiac potential measured from a living body. Convolutional neural networks (CNN) outperform traditional ECG biometrics because convoluti...
Biometry Arrhythmias, Cardiac Heart Rate Neural Networks, Computer Humans Algorithms Electrocardiography
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Deep Learning-Based Wrist Vascular Biometric Recognition.

Sensors (Basel, Switzerland) Mar 15, 2023
The need for contactless vascular biometric systems has significantly increased. In recent years, deep learning has proven to be efficient for vein segmentation and matching. Palm and finger vein biometrics are well researched; however, research on w...
Wrist Hand Fingers Biometry Deep Learning
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A Fusion-Assisted Multi-Stream Deep Learning and ESO-Controlled Newton-Raphson-Based Feature Selection Approach for Human Gait Recognition.

Sensors (Basel, Switzerland) Mar 2, 2023
The performance of human gait recognition (HGR) is affected by the partial obstruction of the human body caused by the limited field of view in video surveillance. The traditional method required the bounding box to recognize human gait in the video ...
Gait Biometry Algorithms Deep Learning Humans Machine Learning
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Artificial intelligence and fetal ultrasound biometry: Challenges and perspectives.

Diagnostic and interventional imaging Feb 15, 2023
Ultrasonography, Prenatal Humans Gestational Age Artificial Intelligence Biometry Pregnancy Female
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Design of Low-Complexity Convolutional Neural Network Accelerator for Finger Vein Identification System.

Sensors (Basel, Switzerland) Feb 15, 2023
In the biometric field, vein identification is a vital process that is constrained by the invisibility of veins as well as other unique features. Moreover, users generally do not wish to have their personal information uploaded to the cloud, so edge ...
Biometry Extremities Algorithms Laboratories Humans Neural Networks, Computer
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