The Effect of Using Augmented Image in the Identification of Human Nail Abnormality using Yolo3

RV Pellegrino, JHT Lacuesta… - 2023 15th International …, 2023 - ieeexplore.ieee.org
Human-nail abnormality manifests the status of nail's health and human health in general.
Terry's nail is common to people with severe liver disease. Spoon nail can be found in …

Autonomous detection of nail disorders using a hybrid capsule CNN: a novel deep learning approach for early diagnosis

G Shandilya, S Gupta, S Bharany, AU Rehman… - BMC Medical Informatics …, 2024 - Springer
Major underlying health issues can be indicated by even minor nail infections. Subungual
Melanoma is one of the most severe kinds since it is identified at a much later stage than …

Privacy preserving early disease diagnosis in human nails using swarm learning

A Mohammed, PSS Karthik, RF Shariff… - … on Information and …, 2023 - Springer
The primary challenge of using Machine Learning in health care industry include ensuring
patient privacy when working with other organizations and achieving a high level of …

A Deep Hybrid Learning Approach For Nail Diseases Classification

DA Alzahrani, RR Alhajri, NA AlAli… - … on Computing and …, 2023 - ieeexplore.ieee.org
In medical domains, the appearance of fingernails can provide clues to underlying systemic
diseases or nutritional imbalance; the neglection of such clues could lead to unwanted …

Deep learning based classification of human nail diseases using color nail images

SA Yamaç, O Kuyucuoğlu… - 2022 45th …, 2022 - ieeexplore.ieee.org
When the disorders that occur in the fingernails and toenails are not noticed early, they can
turn into diseases that affect human life. These diseases in our hands and feet, which are …

Optimized Nail Disease Detection Using DenseNet121: Advancing Dermatological Diagnostics with Deep Learning

P Kaushik, P Sharma - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Nail disorders can be overt manifestations of many systemic diseases. Early diagnosis is
always imperative in such cases. However, existing diagnostic methodologies are generally …

Micronutrient Deficiency Detection with Fingernail Images Using Deep Learning Techniques

KT Selvi, R Thamilselvan, R Aarthi… - Journal of Mobile …, 2022 - journals.riverpublishers.com
Micronutrient deficiencies have a significant impact on society's overall health and well-
being, necessitating supplementation. Clinical equipment is required to measure …

DETECTION OF NAIL DISEASES USING ENSEMBLE MODEL BASED ON MAJORITY VOTING

SA Yamaç, O Kuyucuoğlu, ŞB Köseoğlu… - Kahramanmaraş Sütçü …, 2023 - jes.ksu.edu.tr
Nail diseases are disorders that can have serious effects on human quality of life. With the
developing computational methods and technology, anomalies on the nail may be detected …

DIAGNOSING DISEASES FROM FINGERNAIL IMAGES

Z Can, Ş Işık - Eskişehir Osmangazi Üniversitesi Mühendislik ve …, 2022 - dergipark.org.tr
This paper investigates how people's finger and nail appearance helps diagnose various
diseases, such as Darier's disease, Muehrcke's lines, alopecia areata, beau's lines, bluish …

[PDF][PDF] DETECTION OF NAIL DISEASES USING ENSEMBLE MODEL BASED ON MAJORITY VOTING ÇOĞUNLUK OYUNA DAYALI TOPLULUK MODELİ İLE TIRNAK …

SA YAMAÇ, O KUYUCUOĞLU, ŞB KÖSEOĞLU… - dergipark.org.tr
ÖZET Tırnak hastalıkları, insanın yaşam kalitesini ciddi şekilde etkileyebilen bozukluklardır.
Gelişen hesaplamalı yöntemler ve teknoloji ile tırnaktaki anomaliler hızlı ve girişimsiz bir …