Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Priyadarshini Adyasha Pattanaik"'
Unsupervised Deep Learning CAD Scheme for the Detection of Malaria in Blood Smear Microscopic Images
Publikováno v:
IEEE Access, Vol 8, Pp 94936-94946 (2020)
Recent advances in deep learning, coupled with the onslaught of unlabelled medical data have drawn ever-increasing research interests by discovering multiple levels of distributed representations and solving complex medical related problems. Malaria
Externí odkaz:
https://doaj.org/article/4bec5b8b65214457bf50567e9183252e
Autor:
Mohammad Zubair Khan, Surya Narayan Panda, Priyadarshini Adyasha Pattanaik, Dimple Nagpal, Muthukumaran Malarvel
Publikováno v:
Journal of King Saud University - Computer and Information Sciences. 34:7138-7152
Diabetic Retinopathy (DR) is the condition caused due to uncontrolled diabetes that can lead to vision impairment. It greatly affects the retinal blood vessels and diminishes the fundus light-sensitive inner coating. Early diagnosis and regular scree
Publikováno v:
Journal of King Saud University - Computer and Information Sciences. 34:1700-1705
Automatic segmentation of erythrocytes in microscopic blood smear phone images is a critical step to visualize and identify malaria using machine learning technologies. However, it still remains a challenging problem due to the scarcity of experts, l
Publikováno v:
Arabian Journal for Science and Engineering. 47:2305-2314
Deep Convolutional Neural Networks (CNNs) are the heart of deep neural network research and have accomplished remarkable masterstrokes in various domains. In this research, a new attention-driven deep neural network approach is proposed to localize a
Publikováno v:
2022 Trends in Electrical, Electronics, Computer Engineering Conference (TEECCON).
Unsupervised Deep Learning CAD Scheme for the Detection of Malaria in Blood Smear Microscopic Images
Publikováno v:
IEEE Access, Vol 8, Pp 94936-94946 (2020)
Recent advances in deep learning, coupled with the onslaught of unlabelled medical data have drawn ever-increasing research interests by discovering multiple levels of distributed representations and solving complex medical related problems. Malaria
Autor:
Muhammad Awais Javed, Wadii Boulila, Priyadarshini Adyasha Pattanaik, Abdulfattah Noorwali, Ahmad Naseem Alvi, Mohammad Zubair Khan
Publikováno v:
Wireless Communications and Mobile Computing, Vol 2021 (2021)
Wireless sensor network (WSN) is an integral part of Internet of Things (IoT). The sensor nodes in WSN generate large sensing data which is disseminated to intelligent servers using multiple wireless networks. This large data is prone to attacks from
Autor:
Mohit Mittal, Priyadarshini Adyasha Pattanaik, Chiranji Lal Chowdhary, P. Kumaresan, Zbigniew Marszalek
Publikováno v:
Sensors, Vol 20, Iss 3903, p 3903 (2020)
Sensors (Basel, Switzerland)
Sensors
Volume 20
Issue 14
Sensors (Basel, Switzerland)
Sensors
Volume 20
Issue 14
The herpesvirus, polyomavirus, papillomavirus, and retrovirus families are associated with breast cancer. More effort is needed to assess the role of these viruses in the detection and diagnosis of breast cancer cases in women. The aim of this paper
Publikováno v:
Intelligent Systems Reference Library ISBN: 9783030375508
Standard stacked denoising autoencoder compression sampling (SDA-CS) approach improves compression sampling process by extracting features functional for disease detection from samples recorded using microscope. However, the clinical pre-processing a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9802a4339bdd329f1711983cac8984a7
https://doi.org/10.1007/978-3-030-37551-5_12
https://doi.org/10.1007/978-3-030-37551-5_12
Publikováno v:
International Journal of Advanced Intelligence Paradigms. 1:1
Malaria is a major global infectious health disease threat. The process of identifying and quantifying malaria is one of the most challenging tasks in the field of microscopy image processing due t...