Browsing HiØ Brage by Author "Damaševičius, Robertas"
Now showing items 1-7 of 7
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An Ensemble Learning Model for COVID-19 Detection from Blood Test Samples
Abayomi-Alli, Olusola O.; Damaševičius, Robertas; Maskeliunas, Rytis; Misra, Sanjay (Peer reviewed; Journal article, 2022)Current research endeavors in the application of artificial intelligence (AI) methods in the diagnosis of the COVID-19 disease has proven indispensable with very promising results. Despite these promising results, there ... -
Malignant skin melanoma detection using image augmentation by oversampling in nonlinear lower-dimensional embedding manifold
Abayomi-Alli, Olusola Oluwakemi; Damaševičius, Robertas; Misra, Sanjay; Maskeliunas, Rytis; Abayomi-Alli, Adebayo (Journal article, 2021)The continuous rise in skin cancer cases, especially in malignant melanoma, has resulted in a high mortality rate of the affected patients due to late detection. Some challenges affecting the success of skin cancer detection ... -
Medical Internet-of-Things Based Breast Cancer Diagnosis Using Hyperparameter-Optimized Neural Networks
Ogundokun, Roseline Oluwaseun; Misra, Sanjay; Douglas, Mychal; Damaševičius, Robertas; Maskeliunas, Rytis (Peer reviewed; Journal article, 2022)In today’s healthcare setting, the accurate and timely diagnosis of breast cancer is critical for recovery and treatment in the early stages. In recent years, the Internet of Things (IoT) has experienced a transformation ... -
A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images
Oyewola, David Opeoluwa; Dada, Emmanuel Gbenga; Misra, Sanjay; Damaševičius, Robertas (Peer reviewed; Journal article, 2022)Malaria fever is a potentially fatal disease caused by the Plasmodium parasite. Identifying Plasmodium parasites in blood smear images can help diagnose malaria fever rapidly and precisely. According to the World Health ... -
Ontologies in Cloud Computing - Review and Future Directions
Agbaegbu, JohnBosco; Arogundade, Oluwasefunmi Tale; Misra, Sanjay; Damaševičius, Robertas (Peer reviewed; Journal article, 2021)Cloud computing as a technology has the capacity to enhance cooperation, scalability, accessibility, and offers discount prospects using improved and effective computing, and this capability helps organizations to stay ... -
Pareto Optimized Large Mask Approach for Efficient and Background Humanoid Shape Removal
Maskeliunas, Rytis; Damaševičius, Robertas; Vitkute-Adzgauskiene, Daiva; Misra, Sanjay (Peer reviewed; Journal article, 2023)The purpose of automated video object removal is to not only detect and remove the object of interest automatically, but also to utilize background context to inpaint the foreground area. Video inpainting requires to fill ... -
Predicting COVID-19 cases in South Korea with all K-edited nearest neighbors noise filter and machine learning techniques
Oyewola, David Opeoluwa; Dada, Emmanuel Gbenga; Misra, Sanjay; Damaševičius, Robertas (Peer reviewed; Journal article, 2021)The application of machine learning techniques to the epidemiology of COVID-19 is a necessary measure that can be exploited to curtail the further spread of this endemic. Conventional techniques used to determine the ...