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Endoscope video and key frame reports

Five million cases of endoscope video + key frame screen + diagnostic report ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇ ⁇

5 Million
Video + Text
Multimodular
Key frame
Mark Correspond
Resale
Data Source
1-2 Months
Delivery Cycle

Dataset Overview

Definition：Endoscope video and key frame reportsis provided byChangsha Langhui Information Technology Co., Ltd.Medical data sets provided. Covers 5 million endoscope videos and key frameshots and corresponding diagnostic reports, which correspond to frame labels and can be used for endoscope AI full-process training.

Dataset NameEndoscope video and key frame report data sets
Total Data VolumeFive million cases of endoscope video.
Data TypeEndoscope video + Key frame image + text diagnostic report
Spear position, size (mm), morphology (Paris/Manda)
Covered Body PartsEsophagus, stomach, 12-finger intestine, colon, rectum.
License TypeSublicensing

Core Data Fields

Each piece of data contains complete structured fields, covering all requirements from basic metadata to professional analysis.

Field CategoryField CountTypical Fields
6Video files (MP4/AVI), frame, resolution, check length, endoscopy type
Key Frame Image8Key frameshots, corresponding time stamp, frame description, parametric frame for diseased areas
Diagnostic reports10Examinations, position/size/quantity/speculation, results of active examinations, if any, pathological association
Patient Information4Age, gender, date of examination, consultation room (de-identification)

Data Sample Showcase

The following is a de-identified structured JSON sample illustrating the typical data format.

{
  "study_id": "ENDO-2023-0004567",
  "meta": {"age_group": "50-60","gender": "male","scope_type": "sample value"},
  "findings": [{"polyp_id": 1,"location": "sample value","size_mm": 8,"paris_type": "Ip","yamada": 4}],
  "keyframes": [{"timestamp": "03:22","desc": "sample（IpCN）","bbox": [320,240,480,400]}],
  "diagnosis": "sample（IpCN），sample","pathology_ref": "PATH-2023-004567"
}

AI Application Scenarios

Indigestion Channel AI-assisted screening

An endoscope video training depth learning model to enable real-time detection and positioning of salivated meat/early cancer.

Swallow-Specific Smart Recognition

Key frame labels are used to train the tectonic model (Paris/Madas)

Insight control automation

Video data training internal mirror operation quality control AI, automatic assessment of inspection integrity and operating specifications.

Blind zone monitoring and alerts

Training in blind monitoring models to alert endoscopy physicians to leak-prone areas.

Auto Generate Endoser Report

Video-Key Frame-Report Linked Data Training End-to-end Imagination Report Generation Model.

Endoscope AI teaching system

A rich video data base was used for the training of the ISI teaching system.

Frequently asked questions

How does video and key frames relate?
The key frame for each video has been marked with the corresponding time stamp and description, forming a complete correspondence between the video-frame and the report, which can be used for end-to-end model training.
What criteria do sabbaticals apply?
Using the internationally common Paris and Yamada sub-standards, marked by experienced ingestion lenses.
How to Get a Data Sample?
Please contactChangsha Langhui Information Technology Co., Ltd. DataAssetsAPI platform.

Need a customized data solution?

Changsha Langhui Information Technology Co., Ltd. The DataAssetsAPI platform is dedicated to providing high-quality, compliant data assets for AI companies and research institutions. It supports flexible combination by dimension and by quantity scale.

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