Performance Analysis of UNet and Variants for Medical Image Segmentation

W Ehab, Y Li - arXiv preprint arXiv:2309.13013, 2023 - arxiv.org
Medical imaging plays a crucial role in modern healthcare by providing non-invasive
visualisation of internal structures and abnormalities, enabling early disease detection …

Skin Lesion Diagnosis Using Convolutional Neural Networks

DAV Nunez, Y Li - arXiv preprint arXiv:2305.11125, 2023 - arxiv.org
Cancerous skin lesions are one of the most common malignancies detected in humans, and
if not detected at an early stage, they can lead to death. Therefore, it is crucial to have …

Segmentation of Retinal Blood Vessels Using Deep Learning

IL Anene, Y Li - arXiv preprint arXiv:2303.09679, 2023 - arxiv.org
The morphology of retinal blood vessels can indicate various diseases in the human body,
and researchers have been working on automatic scanning and segmentation of retinal …

Identifikasi Keganasan Tumor Kulit pada Citra Dermoskopi dengan Metode Support Vector Machine

I Yunizar, D Widiyanto, N Falih - Prosiding Seminar Nasional …, 2020 - conference.upnvj.ac.id
Kanker kulit adalah salah satu kanker yang paling umum ditemukan. Perlu adanya metode
diagnosa yang dapat mendiagnosa keganasan tumor kulit dengan cepat. Penelitian ini …

[PDF][PDF] Survey on Melanoma Skin Cancer Detection Methods

I Subash, LC Manikandan - 2020 - academia.edu
Skin cancers are generally grouped into either melanoma or non-melanoma skin cancers.
Melanoma skin cancers comprise a higher rate of mortality, while non-melanoma skin …

Melanoma Classification Using Combination of Color and Shape Feature

DA Wiranata, E Rachmawati… - 2020 8th International …, 2020 - ieeexplore.ieee.org
According to the WHO, about 132 thousand cases of melanoma occurred each year. British
Association of Dermatologists also launched, 77% of people do not recognize the symptoms …

[PDF][PDF] Retinal Image Analysis: From Fundus Imagesto OCT Images

Y Li - 2019 - bura.brunel.ac.uk
Unlike the 2D fundus images which are now widely available at high-street opticians, the
OCT is relatively new, and it is the first technique that offers the possibility of 3D imaging with …