AIMC Topic: Algorithms

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Machine Learning techniques in breast cancer prognosis prediction: A primary evaluation.

Cancer medicine Mar 10, 2020
More than 750 000 women in Italy are surviving a diagnosis of breast cancer. A large body of literature tells us which characteristics impact the most on their prognosis. However, the prediction of each disease course and then the establishment of a ...
Combined Modality Therapy Female Machine Learning Survival Rate Breast Neoplasms Algorithms Middle Aged Prognosis Retrospective Studies Humans Neural Networks, Computer Disease Progression Follow-Up Studies Italy Neoplasm Recurrence, Local
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Pedestrian Navigation Method Based on Machine Learning and Gait Feature Assistance.

Sensors (Basel, Switzerland) Mar 10, 2020
In recent years, as the mechanical structure of humanoid robots increasingly resembles the human form, research on pedestrian navigation technology has become of great significance for the development of humanoid robot navigation systems. To solve th...
Foot Robotics Algorithms Walking Pedestrians Humans Gait Motion Reproducibility of Results Neural Networks, Computer Acceleration Machine Learning Biomechanical Phenomena Monitoring, Ambulatory Wearable Electronic Devices
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Predicting pregnancy test results after embryo transfer by image feature extraction and analysis using machine learning.

Scientific reports Mar 10, 2020
Assessing the viability of a blastosyst is still empirical and non-reproducible nowadays. We developed an algorithm based on artificial vision and machine learning (and other classifiers) that predicts pregnancy using the beta human chorionic gonadot...
Machine Learning Algorithms Pregnancy Humans Bayes Theorem Female Adult Neural Networks, Computer Oocytes Embryo Transfer Pregnancy Tests Fertilization in Vitro Pregnancy Outcome
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The detection of age groups by dynamic gait outcomes using machine learning approaches.

Scientific reports Mar 10, 2020
Prevalence of gait impairments increases with age and is associated with mobility decline, fall risk and loss of independence. For geriatric patients, the risk of having gait disorders is even higher. Consequently, gait assessment in the clinics has ...
Male Middle Aged Adolescent Support Vector Machine Postural Balance Gait Acceleration Female Humans Walking Speed Aged Torso Neural Networks, Computer Machine Learning Young Adult Algorithms Adult
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Climate-induced thermoregulatory responses in a non-linear thermal environment: investigating the inter-dependencies using a facile artificial neural network-based predictive strategy.

International journal of occupational safety and ergonomics : JOSE Mar 9, 2020
. Given the burgeoning impacts of climatic variability on human health, suitable computational paradigms are used to explore the subsequent ergonomic repercussions. The artificial neural network (ANN), in particular, exhibits near-accurate input-outp...
Algorithms Bayes Theorem Sweating Body Temperature Regulation Humans Neural Networks, Computer
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A Noninvasive Glucose Monitoring SoC Based on Single Wavelength Photoplethysmography.

IEEE transactions on biomedical circuits and systems Mar 9, 2020
Conventional glucose monitoring methods for the growing numbers of diabetic patients around the world are invasive, painful, costly and, time-consuming. Complications aroused due to the abnormal blood sugar levels in diabetic patients have created th...
Humans Machine Learning Algorithms Female Blood Glucose Aged Male Signal Processing, Computer-Assisted Photoplethysmography Young Adult Lab-On-A-Chip Devices Adult Middle Aged Monitoring, Physiologic Amplifiers, Electronic Adolescent Equipment Design Wearable Electronic Devices
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Molecular and DNA Artificial Neural Networks via Fractional Coding.

IEEE transactions on biomedical circuits and systems Mar 9, 2020
This article considers implementation of artificial neural networks (ANNs) using molecular computing and DNA based on fractional coding. Prior work had addressed molecular two-layer ANNs with binary inputs and arbitrary weights. In prior work using f...
DNA Electroencephalography Seizures Signal Processing, Computer-Assisted Neural Networks, Computer Machine Learning Algorithms Humans Stochastic Processes Computers, Molecular
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An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding.

Scientific reports Mar 9, 2020
Previous studies of Brain Computer Interfaces (BCI) based on scalp electroencephalography (EEG) have demonstrated the feasibility of decoding kinematics for lower limb movements during walking. In this computational study, we investigated offline dec...
Humans Neural Networks, Computer Machine Learning Algorithms Electroencephalography Gait Brain-Computer Interfaces
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Deep Learning to Predict Protein Backbone Structure from High-Resolution Cryo-EM Density Maps.

Scientific reports Mar 9, 2020
Cryo-electron microscopy (cryo-EM) has become a leading technology for determining protein structures. Recent advances in this field have allowed for atomic resolution. However, predicting the backbone trace of a protein has remained a challenge on a...
Algorithms Deep Learning Proteins Models, Molecular Humans Neural Networks, Computer Software Amino Acid Sequence Protein Conformation Cryoelectron Microscopy Sequence Homology
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Deep learning models for electrocardiograms are susceptible to adversarial attack.

Nature medicine Mar 9, 2020
Electrocardiogram (ECG) acquisition is increasingly widespread in medical and commercial devices, necessitating the development of automated interpretation strategies. Recently, deep neural networks have been used to automatically analyze ECG tracing...
Humans Algorithms Neural Networks, Computer Deep Learning Models, Theoretical Electrocardiography
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