AI Medical Compendium Journal:
Applied intelligence (Dordrecht, Netherlands)

Showing 1 to 10 of 10 articles

Confidence interval for micro-averaged and macro-averaged scores.

Applied intelligence (Dordrecht, Netherlands)
A binary classification problem is common in medical field, and we often use sensitivity, specificity, accuracy, negative and positive predictive values as measures of performance of a binary predictor. In computer science, a classifier is usually ev...

"Fast deep learning computer-aided diagnosis of COVID-19 based on digital chest x-ray images".

Applied intelligence (Dordrecht, Netherlands)
Coronavirus disease 2019 (COVID-19) is a novel harmful respiratory disease that has rapidly spread worldwide. At the end of 2019, COVID-19 emerged as a previously unknown respiratory disease in Wuhan, Hubei Province, China. The world health organizat...

FaNet: fast assessment network for the novel coronavirus (COVID-19) pneumonia based on 3D CT imaging and clinical symptoms.

Applied intelligence (Dordrecht, Netherlands)
The novel coronavirus (COVID-19) pneumonia has become a serious health challenge in countries worldwide. Many radiological findings have shown that X-ray and CT imaging scans are an effective solution to assess disease severity during the early stage...

Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays.

Applied intelligence (Dordrecht, Netherlands)
Since December 2019, the novel COVID-19's spread rate is exponential, and AI-driven tools are used to prevent further spreading [1]. They can help predict, screen, and diagnose COVID-19 positive cases. Within this scope, imaging with Computed Tomogra...

A new deep learning pipeline to detect Covid-19 on chest X-ray images using local binary pattern, dual tree complex wavelet transform and convolutional neural networks.

Applied intelligence (Dordrecht, Netherlands)
In this study, which aims at early diagnosis of Covid-19 disease using X-ray images, the deep-learning approach, a state-of-the-art artificial intelligence method, was used, and automatic classification of images was performed using convolutional neu...

A gradient boosting machine learning approach in modeling the impact of temperature and humidity on the transmission rate of COVID-19 in India.

Applied intelligence (Dordrecht, Netherlands)
Meteorological parameters were crucial and effective factors in past infectious diseases, like influenza and severe acute respiratory syndrome (SARS), etc. The present study targets to explore the association between the coronavirus disease 2019 (COV...

Kalman filter based short term prediction model for COVID-19 spread.

Applied intelligence (Dordrecht, Netherlands)
Corona Virus Disease 2019 (COVID19) has emerged as a global medical emergency in the contemporary time. The spread scenario of this pandemic has shown many variations. Keeping all this in mind, this article is written after various studies and analys...

Lightning search algorithm: a comprehensive survey.

Applied intelligence (Dordrecht, Netherlands)
The lightning search algorithm (LSA) is a novel meta-heuristic optimization method, which is proposed in 2015 to solve constraint optimization problems. This paper presents a comprehensive survey of the applications, variants, and results of the so-c...

Forecasting COVID-19 outbreak progression using hybrid polynomial-Bayesian ridge regression model.

Applied intelligence (Dordrecht, Netherlands)
In 2020, Coronavirus Disease 2019 (COVID-19), caused by the SARS-CoV-2 (Severe Acute Respiratory Syndrome Corona Virus 2) Coronavirus, unforeseen pandemic put humanity at big risk and health professionals are facing several kinds of problem due to ra...

Deep learning based detection and analysis of COVID-19 on chest X-ray images.

Applied intelligence (Dordrecht, Netherlands)
Covid-19 is a rapidly spreading viral disease that infects not only humans, but animals are also infected because of this disease. The daily life of human beings, their health, and the economy of a country are affected due to this deadly viral diseas...