Developers

Integrate CellsAI into LIMS and HCS pipelines. Access analysis via authenticated endpoints and retrieve results in JSON, CSV, or PDF. Access is provided on request.

Authentication

Token-based auth (Bearer). Credentials issued after onboarding.

Core Capabilities

  • •Submit image batches for high-content analysis (asynchronously)
  • •Retrieve per-cell morphological features and senescence probabilities
  • •Access QC metrics for focus/artifact detection
  • •Aggregate statistics and visualization-ready embeddings

Example Workflow

Simple 3-step process to get started

  1. 1

    Upload Images

    Upload images to your configured storage (S3, GCS, or SFTP)

  2. 2

    Create Analysis Job

    Create an analysis job referencing image locations and metadata

  3. 3

    Retrieve Results

    Poll job status and download results upon completion

Sample JSON Result

Example API response format

{
  "job_id": "job_123",
  "status": "completed",
  "summary": {
    "cells": 12456,
    "senescent_fraction": 0.27,
    "batch_variance": 0.042
  },
  "per_cell": [
    {"id": "c1", "prob_senescence": 0.84, "features": {"nuclear_area": 1.23, "texture_var": 0.71}},
    {"id": "c2", "prob_senescence": 0.13, "features": {"nuclear_area": 0.92, "texture_var": 0.63}}
  ]
}

Note: Endpoint specs and schemas are provided upon access provisioning.