Deep learning and machine learning techniques of diagnosis dermoscopy images for early detection of skin diseases

I Abunadi, EM Senan - Electronics, 2021 - mdpi.com
With the increasing incidence of severe skin diseases, such as skin cancer, endoscopic
medical imaging has become urgent for revealing the internal and hidden tissues under the …

Mango leaf disease recognition and classification using novel segmentation and vein pattern technique

R Saleem, JH Shah, M Sharif, M Yasmin, HS Yong… - Applied Sciences, 2021 - mdpi.com
Mango fruit is in high demand. So, the timely control of mango plant diseases is necessary to
gain high returns. Automated recognition of mango plant leaf diseases is still a challenge as …

[HTML][HTML] Gastrointestinal abnormality detection and classification using empirical wavelet transform and deep convolutional neural network from endoscopic images

S Mohapatra, GK Pati, M Mishra, T Swarnkar - Ain Shams Engineering …, 2023 - Elsevier
With an intention to assist gastroenterologists, this work proposes an intelligent method to
classify alimentary canal diseases such as Barrett's, Esophagitis, Hemorrhoids, Polyps, and …

[PDF][PDF] Computer Decision Support System for Skin Cancer Localization and Classification.

MA Khan, T Akram, M Sharif, S Kadry… - Computers, Materials & …, 2021 - cdn.techscience.cn
In this work, we propose a new, fully automated system for multiclass skin lesion localization
and classification using deep learning. The main challenge is to address the problem of …

Application of generated mask method based on Mask R-CNN in classification and detection of melanoma

X Cao, JS Pan, Z Wang, Z Sun, A ul Haq… - Computer Methods and …, 2021 - Elsevier
Objective Melanoma is a type of malignant skin cancer with high mortality, and its incidence
is increasing rapidly in recent years. At present, the best treatment is surgical resection after …

Novel and accurate non-linear index for the automated detection of haemorrhagic brain stroke using CT images

U Raghavendra, TH Pham, A Gudigar, V Vidhya… - Complex & Intelligent …, 2021 - Springer
Brain stroke is an emergency medical condition which occurs mainly due to insufficient
blood flow to the brain. It results in permanent cellular-level damage. There are two main …

An ensemble model of convolution and recurrent neural network for skin disease classification

B Ahmad, M Usama, T Ahmad… - … Journal of Imaging …, 2022 - Wiley Online Library
Skin cancer is one of the rapidly growing diseases in the world. Especially, millions of cases
are reported every year by all types of skin cancer in America. Early detection of skin cancer …

[PDF][PDF] IoMT Enabled Melanoma Detection Using Improved Region Growing Lesion Boundary Extraction.

T Saba, R Javed, MS Mohd Rahim… - … Materials & Continua, 2022 - cdn.techscience.cn
The Internet of Medical Things (IoMT) and cloud-based healthcare applications, services are
beneficial for better decision-making in recent years. Melanoma is a deadly cancer with a …

Six application scenarios of artificial intelligence in the precise diagnosis and treatment of liver cancer

Q Lang, C Zhong, Z Liang, Y Zhang, B Wu, F Xu… - Artificial Intelligence …, 2021 - Springer
The establishment of the precision diagnosis and treatment system and the advent of the
digital intelligence era have not only deepened people's understanding of liver cancer but …

SkiNet: A deep learning framework for skin lesion diagnosis with uncertainty estimation and explainability

RK Singh, R Gorantla, SGR Allada, P Narra - Plos one, 2022 - journals.plos.org
Skin cancer is considered to be the most common human malignancy. Around 5 million new
cases of skin cancer are recorded in the United States annually. Early identification and …