AI MODELING PLATFORM—SOCRATES

Building a Closed-Loop Surgical AI Workflow from Scratch—
A no-code deep learning platform built for medical researchers and clinicians.

THREE CORE VISION TASKS, ONE
INTEGRATED SOLUTION — FOCUS ON REAL-
TIME AI-ASSISTED IMAGE PROCESSING

Medical Object
Detection

Bounding-box detection of lesions
and instruments to enhance
surgical navigation.

Medical Object Detection

Semantic
Segmentation

High-accuracy tissue
segmentation to aid intraoperative
decisions.

Semantic Segmentation

Image Classification
(Diagnosis)

Provides real-time diagnostic
results to assist physicians during
surgeries.

Image Classification
AI Modeling Process
AI Modeling Process
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HIGHLIGHTS

  • collaborative annotation
  • AI-assisted/automatic labeling

HIGHLIGHTS

  • collaborative annotation
  • AI-assisted/automatic labeling
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AI MODELING PROCESS
Key steps & Timeline

AI Modeling Process
AI Modeling Process