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NCT05463523 | Not yet recruiting | Skin Diseases


A Multi-centric Clinical Trial in China for Skin Diseases Intelligent Diagnosis and Treatment System
Sponsor:

Xiangya Hospital of Central South University

Brief Summary:

In response to clinical needs, infrared multi-spectral images are combined with traditional clinical images and other multi-modal data to build a more efficient intelligent auxiliary diagnosis system and intelligent equipment for skin health and diseases.

Condition or disease

Skin Diseases

Artificial Intelligence

Augmented Reality

Medical Imaging

Intervention/treatment

A Real-time Augmented Reality Device with Artificial Intelligence Integration

Phase

Not Applicable

Detailed Description:

Database: Relying on the preliminary foundation, build the first standardized infrared multispectral image database of skin diseases, and further integrate other medical images and medical history texts to iterate into a large multimodal skin disease database. Model: Design a deep learning network based on multi-scale and multi-level. The collaborative attention learning network realizes the collaborative representation of multi-modal data at the feature level, builds a multi-modal skin disease auxiliary diagnosis model, and realizes breakthroughs in algorithms. System: proposes a hybrid learning framework under the condition of sample imbalance, and develops a hybrid multi modal auxiliary diagnosis system enhances the ability to diagnose small samples of diseases; establishes an incremental learning system under the condition of adding new samples, develops an incremental multi-modal auxiliary diagnosis system, and realizes accurate diagnosis of newly added samples. Equipment: Based on the self-developed high-performance system, construct and assemble infrared multi-spectral skin disease auxiliary diagnosis equipment.

Study Type : Interventional
Estimated Enrollment : 1000 participants
Masking: None (Open Label)
Primary Purpose: Diagnostic
Official Title: Based on Artificial Intelligence, Augmented Reality and New Optical Imaging Technology, the Research and Development of a Skin Diseases Intelligent Diagnosis and Treatment System: A Multi-centric Clinical Trial in China
Actual Study Start Date : August 1, 2022
Estimated Primary Completion Date : December 31, 2023
Estimated Study Completion Date : December 31, 2025
Arm Intervention/treatment

Experimental: Digital camera

A Real-time Augmented Reality Device with Artificial Intelligence Integration, acquisition of patient skin lesion images as data

Device: A Real-time Augmented Reality Device with Artificial Intelligence Integration

Ages Eligible for Study:
Sexes Eligible for Study: All
Accepts Healthy Volunteers: Accepts Healthy Volunteers
Criteria
Inclusion Criteria
  • Informed consented.
  • With a diagnosis of skin disease made by at least 3 dermatologists.
  • Without life-threatening risk to intervention.
Exclusion Criteria
  • Having difficulties to follow-up.

A Multi-centric Clinical Trial in China for Skin Diseases Intelligent Diagnosis and Treatment System

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A Multi-centric Clinical Trial in China for Skin Diseases Intelligent Diagnosis and Treatment System

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