medical imaging

iKang Technology Team

Nov 12, 2024 · Artificial Intelligence

AI Applications in Medical Imaging for Enhanced Disease Detection

AI-driven medical imaging leverages deep learning and massive datasets to detect lesions—often earlier than human eyes— with high accuracy and speed, reducing fatigue‑related errors and workload, while challenges such as data quality, interpretability, privacy, and regulatory compliance must be addressed for widespread clinical adoption.

AIAI applicationsAI in Healthcare

0 likes · 5 min read

AI Applications in Medical Imaging for Enhanced Disease Detection

Baidu Geek Talk

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

160 Technical Team

Jul 29, 2024 · Artificial Intelligence

How YOLO Transforms Medical Report Screening and Occlusion Detection

Leveraging the YOLO family of deep‑learning models, this study demonstrates efficient filtering of irrelevant medical images, accurate classification of textual reports, and robust detection of occluding objects, achieving high precision and speed on both CPU and GPU, while outlining training details, performance metrics, and future improvements.

Deep LearningYOLOmedical imaging

0 likes · 17 min read

How YOLO Transforms Medical Report Screening and Occlusion Detection

HaoDF Tech Team

Feb 2, 2021 · Artificial Intelligence

AI‑Based Structuring of Medical Examination Reports: OCR, Text Detection, Classification, and NER

This article describes how a Chinese online medical platform tackled the large‑scale extraction and structuring of hospital report images by combining OCR, deep‑learning text‑region detection, fast text classification, and advanced NER techniques, detailing challenges, algorithm choices, performance results, and remaining issues.

AINERNLP

0 likes · 19 min read

AI‑Based Structuring of Medical Examination Reports: OCR, Text Detection, Classification, and NER

Tencent Tech

Jan 29, 2021 · Artificial Intelligence

Can AI Revolutionize Blood Cell Analysis? Tencent and Mindray’s New Partnership

Tencent AI Lab and Shenzhen Mindray have signed an AI cooperation framework to develop an automated blood cell analysis system that leverages machine learning, computer vision, and cloud solutions, aiming to improve early disease screening, reduce costs, and address the shortage of skilled microscopy personnel.

AIBlood AnalysisDiagnostics

0 likes · 6 min read

Can AI Revolutionize Blood Cell Analysis? Tencent and Mindray’s New Partnership

Tencent Cloud Developer

May 11, 2018 · Artificial Intelligence

Imaging Methods and Image Analysis Overview

The talk by Tencent Cloud senior researcher Ji Yongnan reviews imaging modalities, low‑ to high‑level processing, the rise of deep‑learning CNNs over traditional handcrafted methods, and their deployment in classification, detection, segmentation, moderation, medical analysis, OCR, and other real‑world applications.

AIDeep Learningcomputer vision

0 likes · 9 min read

Imaging Methods and Image Analysis Overview