Integrating prior knowledge to build transformer models

P Jiang, T Obi, Y Nakajima - International Journal of Information …, 2024 - Springer
Abstract The big Artificial General Intelligence models inspire hot topics currently. The black
box problems of Artificial Intelligence (AI) models still exist and need to be solved urgently …

Artificial Intelligence Applied to Non-Invasive Imaging Modalities in Identification of Nonmelanoma Skin Cancer: A Systematic Review

EA Foltz, A Witkowski, AL Becker, E Latour, JY Lim… - Cancers, 2024 - mdpi.com
Simple Summary Artificial intelligence (AI) has shown promise in detecting and diagnosing
nonmelanoma skin cancer through image analysis. The incidence of skin cancer continues …

Survey on Classification of Skin Diseases Using Machine Learning Techniques

Nirupama, Virupakshappa - 2024 3rd International conference …, 2024 - ieeexplore.ieee.org
Skin is our body's most important organ; skin disorders are currently a common and serious
problem due to patients' sensitive skin, as well as physical and psychological …

[图书][B] Big Data Analysis and Artificial Intelligence for Medical Sciences

B Carpentieri, P Lecca - 2024 - books.google.com
Big Data Analysis and Artificial Intelligence for Medical Sciences Overview of the current
state of the art on the use of artificial intelligence in medicine and biology Big Data Analysis …

SkinLiTE: Lightweight Supervised Contrastive Learning Model for Enhanced Skin Lesion Detection and Disease Typification in Dermoscopic Images

SM Alzahrani - 2024 - preprints.org
This study introduces SkinLiTE, a lightweight supervised contrastive learning model, tailored
to enhance the detection and typification of skin lesions in dermoscopic images. The core of …

Skin Disease Pre-diagnosis with Novel Visual Transformers

EG Espinosa, JSR Castilla, FG Lamont - Workshop on Engineering …, 2024 - Springer
There are multiple skin diseases. Skin diseases manifest through lesions. Lesions can be
discolorations, rashes, or bumps. The most common ones are Smallpox, Monkeypox …

Explainable AI for Skin Disease Classification Using Grad-CAM and Transfer Learning to Identify Contours

SMSI Badhon, SA Khushbu, NC Saha, AH Anik, MA Ali… - 2024 - preprints.org
This research evaluates the feasibility of addressing computer vision problems with limited
resources, particularly in the context of medical data where patient privacy concerns restrict …

Ensembling Transfer Learning Frameworks for Effective Lightweight Skin Disease Detection

DA Reddy, S Roy, S Kumar… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Skin disease diagnosis is challenging due to various skin lesion texture and detection
challenges. Processing complex skin lesions with detailed features, like limited training …

Classification of Skin Diseases Using Convolutional Neural Networks (VGG) with Histogram Equalization Preprocessing

NJS Saroja, L Jacob - … on Trends in Quantum Computing and …, 2024 - ieeexplore.ieee.org
Skin diseases are a major global health concern for which prompt and precise diagnosis is
necessary for effective treatment. Convolutional neural networks (CNN), one of the deep …

[PDF][PDF] Skin Disease Detection using Machine Learning

B Sahu, A Sontakke, K Mahamuni, S Akade, R Sutar - Skin, 2023 - researchgate.net
Skin diseases represent a significant global health concern, with early detection being
crucial for effective treatment. This research paper proposes a novel approach for skin …