深睿医疗

Scientific Research

Technology Highlights

01

Research Sample Management

Support clinical research database management and maintenance

A

Electronic medical record structuring

Automatic extraction of scientific information from electronic medical records

02

Single disease database

Support the construction of single disease databases

B

Image annotation

Provides semi-automatic annotation tools to assist researchers with image adjustments, including contour markers and MPR

03

Research Project Management

For the creation of projects and the management of researchers

C

AI lesion segmentation

Direct analysis and modeling based on annotation results without additional software

04

Multimodal Data Research

Support multimodal data research with clinical data and imaging data

D

Automated feature extraction

Automated extraction of 1218 image features in 7 categories including intensity, morphology, texture, etc.

05

Online statistical analysis of data

Support online operation for statistical analysis of research data

E

Automated deep learning tools

Implement tools to interface with 14 machine learning algorithms to help researchers achieve data annotation, model training, and result evaluation

06

Research Data Export

Support user-defined export of various project data

Scientific Research Platform Solutions

Localization Server

Cloud Deployment

For the requirements of big data and the high security of hospitals, a localized server solution can be employed. After uploading the data to the server, AI can help the researchers complete the annotation, lesion segmentation, feature extraction, algorithm modeling, and result analysis. According to the results, the corresponding prediction models can be used. Finally, relevant data and models can be exported to scientific paper writing.

Scientific Research Platform Solutions

Localization Server

Cloud Deployment

For the requirements of big data and the high security of hospitals, a localized server solution can be employed. After uploading the data to the server, AI can help the researchers complete the annotation, lesion segmentation, feature extraction, algorithm modeling, and result analysis. According to the results, the corresponding prediction models can be used. Finally, relevant data and models can be exported to scientific paper writing.

Technical Support



Reliable

Highly reliable server platform to ensure the system reaches a stable running state. The cloud server can support simultaneously the online operation of multiple clients.



Comprehensive

It provides installation, training, and maintenance to ensure its application is more convenient. The professional technical team can provide technical support at any time, anywhere, including product introduction, troubleshooting, technique DOC support, SW upgrade, etc.