Sep 23, 2024 · Artificial Intelligence

Intelligent Early Screening System for Malignant Skin Tumors Based on PaddleX Low‑Code AI

The Meikel Studio team created an intelligent early‑screening system for malignant skin tumors on the PaddleX low‑code AI platform, which automatically captures dermatoscopic images, segments lesions with the PP‑LiteSeg model, achieves high accuracy (mIoU 0.868) and rapid inference, and offers one‑click deployment via RESTful API to improve diagnosis efficiency and support future medical‑imaging applications.

AI segmentationModel DeploymentPaddleX

0 likes · 9 min read

Intelligent Early Screening System for Malignant Skin Tumors Based on PaddleX Low‑Code AI

Baidu Tech Salon

Aug 27, 2024 · Artificial Intelligence

How PaddleX Enables Early Detection of Malignant Skin Tumors with AI Segmentation

This article examines the urgent need for early skin cancer detection in China, outlines the challenges of dermatological imaging, and details a low‑code PaddleX solution that leverages PP‑LiteSeg‑T for data preparation, model training, optimization, and deployment to improve diagnostic accuracy and efficiency.

AIDeep LearningPaddleX

0 likes · 10 min read

How PaddleX Enables Early Detection of Malignant Skin Tumors with AI Segmentation