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You will get Synthetic Medical Dataset for AI Training — 10K Certified
Project details
Training a clinical AI model but blocked from real patient records?
10,000 synthetic medical records — your choice of specialty — generated fresh through WITNESS DATA FACTORY™. Zero real patient data at any stage.
Every record passes the Trinity Consensus Gate: three independent LLMs reach ≥97% blind agreement. Rejected records are permanently discarded — not corrected, not recycled.
WHAT YOU RECEIVE:
✅ dataset.jsonl — HuggingFace/PyTorch-ready, one record per line
✅ qa_certificate.json — per-batch TAS scores, PASSED_QA stamp
✅ README.md — schema documentation + commercial usage rights
✅ Secure ZIP delivery — 24–48 hours
AVAILABLE SPECIALTIES (your choice, same price):
Oncology · Cardiology · Neurology · Radiology · Endocrinology · Pathology · Pharmacology · Surgical · Rare Disease
Verify quality before ordering — search "WitnessDataFactory" on HuggingFace for a free 1K sample.
10,000 synthetic medical records — your choice of specialty — generated fresh through WITNESS DATA FACTORY™. Zero real patient data at any stage.
Every record passes the Trinity Consensus Gate: three independent LLMs reach ≥97% blind agreement. Rejected records are permanently discarded — not corrected, not recycled.
WHAT YOU RECEIVE:
✅ dataset.jsonl — HuggingFace/PyTorch-ready, one record per line
✅ qa_certificate.json — per-batch TAS scores, PASSED_QA stamp
✅ README.md — schema documentation + commercial usage rights
✅ Secure ZIP delivery — 24–48 hours
AVAILABLE SPECIALTIES (your choice, same price):
Oncology · Cardiology · Neurology · Radiology · Endocrinology · Pathology · Pharmacology · Surgical · Rare Disease
Verify quality before ordering — search "WitnessDataFactory" on HuggingFace for a free 1K sample.
AI Algorithms
Generative Adversarial Network, Large Language Model, Multimodal Large Language Model, Recurrent Neural Network, Transformer ModelAI Applications
AI Text-to-Image, AI-Enhanced Classification, AI-Enhanced Medical Imaging, Anomaly Detection, Natural Language Generation, Natural Language Understanding, Sentiment Analysis, Sequence Modeling, Synthetic Data GenerationAI Development Language
PythonAI Tools
Hugging Face, NVIDIA AI Platform, PyTorch, TensorFlowAI Models
LLaMAWhat's included $1,999
These options are included with the project scope.
$1,999
- Delivery Time 1 day
About Hector
Synthetic Medical Datasets for AI Training | 9 Specialties | Zero PHI
Queens County, United States - 5:09 am local time
WITNESS DATA FACTORY™ eliminates that bottleneck entirely.
I deliver production-grade synthetic medical datasets built for clinical AI — generated fresh on demand, zero real patient data at any stage, and certified before delivery.
THE WITNESS DATA FACTORY™ ADVANTAGE:
✦ Zero Compliance Risk: 100% synthetic clinical text. No PHI, no PII, no real patient data — ever.
✦ Trinity Consensus Gate: Every record passes a 3-model blind agreement pipeline (Llama 3.3 + Mistral + Qwen 2.5) enforcing ≥97% consensus. Rejected records are permanently discarded.
✦ Domain Precision: Generated against your target clinical concepts, keywords, and label schema — or proven clinical defaults.
✦ Audit-Ready: Every order ships with qa_certificate.json, full schema documentation, and commercial usage rights.
9 SUPPORTED CLINICAL SPECIALTIES:
Oncology · Cardiology · Neurology · Radiology · Endocrinology · Pathology · Pharmacology · Surgical · Rare Disease
YOUR DELIVERY PACKAGE:
✅ dataset.jsonl — HuggingFace/PyTorch-ready, one record per line
✅ qa_certificate.json — per-batch TAS scores, PASSED_QA certification
✅ README.md — schema documentation + commercial usage rights
✅ Secure ZIP — 24–48 hour delivery
Packages available in the Project Catalog below — 10K records from $1,999, 50K records from $7,999.
Steps for completing your project
After purchasing the project, send requirements so Hector can start the project.
Delivery time starts when Hector receives requirements from you.
Hector works on your project following the steps below.
Revisions may occur after the delivery date.
CHOOSE YOUR DOMAIN
SELECT THE DOMAIN YOU REQUIRE FOR YOUR AI MODEL TRAINING
ADDITIONAL CUSTOMIZATION
PROVIDE ANY CUSTOM FIELD SCHEMA OR LABEL TAXONOMY THAT YOU REQUIRE