AIMC Topic: Bayes Theorem

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Bridging the gap between GRACE and GRACE-FO missions with deep learning aided water storage simulations.

The Science of the total environment Mar 23, 2022
The monthly high-resolution terrestrial water storage anomalies (TWSA) during the 11-months of gap between GRACE (Gravity Recovery And Climate Experiment) and its successor GRACE-FO (-Follow On) missions are missing. The continuity of the GRACE-like ...
Hydrology Hydrolases Deep Learning Water Groundwater Bayes Theorem
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The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning.

Sensors (Basel, Switzerland) Mar 23, 2022
Machine Learning (ML) algorithms within a human-computer framework are the leading force in speech emotion recognition (SER). However, few studies explore cross-corpora aspects of SER; this work aims to explore the feasibility and characteristics of ...
Humans Emotions Machine Learning Bayes Theorem Linguistics Female Male Speech
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Bayesian machine learning analysis of single-molecule fluorescence colocalization images.

eLife Mar 23, 2022
Multi-wavelength single-molecule fluorescence colocalization (CoSMoS) methods allow elucidation of complex biochemical reaction mechanisms. However, analysis of CoSMoS data is intrinsically challenging because of low image signal-to-noise ratios, non...
Fluorescence Image Processing, Computer-Assisted Reproducibility of Results Microscopy, Fluorescence Unsupervised Machine Learning Bayes Theorem
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Deep convolutional neural network-based signal quality assessment for photoplethysmogram.

Computers in biology and medicine Mar 22, 2022
Quality assessment of bio-signals is important to prevent clinical misdiagnosis. With the introduction of mobile and wearable health care, it is becoming increasingly important to distinguish available signals from noise. The goal of this study was t...
Neural Networks, Computer Bayes Theorem Heart Rate Big Data Photoplethysmography
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Predicting Breast Cancer Based on Optimized Deep Learning Approach.

Computational intelligence and neuroscience Mar 19, 2022
Breast cancer is a dangerous disease with a high morbidity and mortality rate. One of the most important aspects in breast cancer treatment is getting an accurate diagnosis. Machine-learning (ML) and deep learning techniques can help doctors in makin...
Breast Neoplasms Support Vector Machine Machine Learning Humans Bayes Theorem Female Deep Learning
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Verhulst map measures: new biomarkers for heart rate classification.

Physical and engineering sciences in medicine Mar 18, 2022
Recording, monitoring, and analyzing biological signals has received significant attention in medicine. A fundamental phase for understanding a bio-system under various conditions is to process the corresponding bio-signal appropriately. To this effe...
Biomarkers Heart Rate Nonlinear Dynamics Support Vector Machine Bayes Theorem
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Neuronal Apoptosis in Patients with Liver Cirrhosis and Neuronal Epileptiform Discharge Model Based upon Multi-Modal Fusion Deep Learning.

Journal of healthcare engineering Mar 17, 2022
Neurons refer to nerve cells. Each neuron is connected with thousands of other neurons to form a corresponding functional area and carry out complex communication with other functional areas. Its importance to the human body is self-evident. There ar...
Liver Cirrhosis Apoptosis Humans Deep Learning Bayes Theorem Neurons
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Classification of Ear Imagery Database using Bayesian Optimization based on CNN-LSTM Architecture.

Journal of digital imaging Mar 16, 2022
The external and middle ear conditions are diagnosed using a digital otoscope. The clinical diagnosis of ear conditions is suffered from restricted accuracy due to the increased dependency on otolaryngologist expertise, patient complaint, blurring of...
Reproducibility of Results Bayes Theorem Humans Neural Networks, Computer Algorithms Databases, Factual
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Investigating the Impact of Information Sharing in Human Activity Recognition.

Sensors (Basel, Switzerland) Mar 16, 2022
The accuracy of Human Activity Recognition is noticeably affected by the orientation of smartphones during data collection. This study utilized a public domain dataset that was specifically collected to include variations in smartphone positioning. A...
Human Activities Neural Networks, Computer Support Vector Machine Bayes Theorem Information Dissemination Humans
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Grasping learning, optimization, and knowledge transfer in the robotics field.

Scientific reports Mar 16, 2022
Service robotics is a fast-developing sector, requiring embedded intelligence into robotic platforms to interact with the humans and the surrounding environment. One of the main challenges in the field is robust and versatile manipulation in everyday...
Humans Hand Strength Plastics Hand Robotics Bayes Theorem
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