8 hasil untuk "Podder, Prajoy"
Menampilkan 1–8 · 1,24 detik · RSS
-
Artikel Jurnal Teks lengkap
CO-IRv2: Optimized InceptionResNetV2 for COVID-19 detection from chest CT images
This paper focuses on the application of deep learning (DL) in the diagnosis of coronavirus disease (COVID-19). The novelty of this work is in the introduction of optimized InceptionResNetV2 for COVID-19 (CO-IRv2) method. A part of the CO-IRv2 scheme is derived from the concepts of InceptionNet and…
-
Artikel Jurnal Teks lengkap
Hybrid deep learning for detecting lung diseases from X-ray images
Lung disease is common throughout the world. These include chronic obstructive pulmonary disease, pneumonia, asthma, tuberculosis, fibrosis, etc. Timely diagnosis of lung disease is essential. Many image processing and machine learning models have been developed for this purpose. Different forms of…
-
Artikel Jurnal Teks lengkap
RVCNet: A hybrid deep neural network framework for the diagnosis of lung diseases
Early evaluation and diagnosis can significantly reduce the life-threatening nature of lung diseases. Computer-aided diagnostic systems (CADs) can help radiologists make more precise diagnoses and reduce misinterpretations in lung disease diagnosis. Existing literature indicates that more research…
-
Artikel Jurnal Teks lengkap
Data analytics for novel coronavirus disease
This paper describes different aspects of novel coronavirus disease (COVID-19), presents visualization of the spread of the infection, and discusses the potential applications of data analytics on this viral infection. Firstly, a literature survey is done on COVID-19 highlighting a number of…
-
Artikel Jurnal Teks lengkap
Application of machine learning for the diagnosis of COVID-19
This chapter focuses on the application of machine learning algorithms on the diagnosis of the novel coronavirus disease (COVID-19). First, data visualization is provided on increases in confirmed deaths and recovered cases of COVID-19 using currently available data from Johns Hopkins University…
-
Artikel Jurnal Teks lengkap
A review on epidemiology, genomic characteristics, spread, and treatments of COVID-19
In December 2019, a new form of coronavirus named severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) started spreading in Wuhan, China. According to the situation report-95 published by the World Health Organization (WHO), the coronavirus disease spread rapidly to 213 countries and…
-
Artikel Jurnal Teks lengkap
Diagnosis of breast cancer based on modern mammography using hybrid transfer learning
Breast cancer is a common cancer in women. Early detection of breast cancer in particular and cancer, in general, can considerably increase the survival rate of women, and it can be much more effective. This paper mainly focuses on the transfer learning process to detect breast cancer. Modified VGG…
-
Artikel Jurnal Teks lengkap
LDDNet: A Deep Learning Framework for the Diagnosis of Infectious Lung Diseases
This paper proposes a new deep learning (DL) framework for the analysis of lung diseases, including COVID-19 and pneumonia, from chest CT scans and X-ray (CXR) images. This framework is termed optimized DenseNet201 for lung diseases (LDDNet). The proposed LDDNet was developed using additional…