AIMC Topic: Neural Networks, Computer

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TBNet: a context-aware graph network for tuberculosis diagnosis.

Computer methods and programs in biomedicine
Tuberculosis (TB) is an infectious bacterial disease. It can affect the human lungs, brain, bones, and kidneys. Pulmonary tuberculosis is the most common. This airborne bacterium can be transmitted with the droplets by coughing and sneezing. So far, ...

Can Generative-Model-Based Drug Design Become a New Normal in Drug Discovery?

Journal of medicinal chemistry
It is still rare that AI application examples with full DMTA (Design, Make, Test, Analysis) outcomes are reported. A recent study highlights that a generative model could be applied in the drug discovery process through an example in which ideas gene...

Using natural language processing to understand people and culture.

The American psychologist
Language can provide important insights into people, and culture more generally. Further, the digitization of information has made more and more textual data available. But by itself, all that data are just that: data. Realizing its potential require...

Detection of Motion on a Trampoline with a Smartwatch.

Sensors (Basel, Switzerland)
In this study, we develop a method for detecting the motions performed on a trampoline using an accelerometer mounted on a smartwatch. This method will lead to a system that can be used to promote trampoline exercise using a home trampoline by detect...

Fusion Models for Generalized Classification of Multi-Axial Human Movement: Validation in Sport Performance.

Sensors (Basel, Switzerland)
We introduce a set of input models for fusing information from ensembles of wearable sensors supporting human performance and telemedicine. Veracity is demonstrated in action classification related to sport, specifically strikes in boxing and taekwon...

Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique.

Sensors (Basel, Switzerland)
The act of writing letters or words in free space with body movements is known as air-writing. Air-writing recognition is a special case of gesture recognition in which gestures correspond to characters and digits written in the air. Air-writing, unl...

Smart Pothole Detection Using Deep Learning Based on Dilated Convolution.

Sensors (Basel, Switzerland)
Roads make a huge contribution to the economy and act as a platform for transportation. Potholes in roads are one of the major concerns in transportation infrastructure. A lot of research has proposed using computer vision techniques to automate poth...

Human Segmentation and Tracking Survey on Masks for MADS Dataset.

Sensors (Basel, Switzerland)
Human segmentation and tracking often use the outcome of person detection in the video. Thus, the results of segmentation and tracking depend heavily on human detection results in the video. With the advent of Convolutional Neural Networks (CNNs), th...

Application of the Deep Learning Algorithm and Similarity Calculation Model in Optimization of Personalized Online Teaching System of English Course.

Computational intelligence and neuroscience
This study provides an in-depth study and analysis of English course recommendation techniques through a combination of bee colony algorithm and neural network algorithm. In this study, the acquired text is trained with a document vector by a deep le...