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HaseebDev/dermatology_consultations

Dermatology_Consultations (Synthetic B2B Dataset Preview) Add me on Discord: xomohappy for access support, delivery questions, or product questions about this premade commercial dataset. This is a premium, privacy-compliant, industry-safe synthetic dataset simulating Dermatology Telemedicine Consultation Logs for B2B applications. About this Dataset This dataset is generated programmatically using large language models combined with a strict data curation and… See the full description on the dataset page: https://huggingface.co/datasets/HaseebDev/dermatology_consultations.

sourceHugging Facecc-by-nc-4.0updated 3mo agoView on Hugging Face
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Dataset Card

Dermatology_Consultations (Synthetic B2B Dataset Preview)

Add me on Discord: `xomohappy` for access support, delivery questions, or product questions about this premade commercial dataset.

This is a premium, privacy-compliant, industry-safe synthetic dataset simulating Dermatology Telemedicine Consultation Logs for B2B applications.

About this Dataset

This dataset is generated programmatically using large language models combined with a strict data curation and validation layer.

  • —Privacy-safe: Contains synthetic names, phone numbers, and company identifiers.
  • —Structured and verified: Schema-validated, formatted, and deduplicated to reduce model overfitting risk.
  • —Target AI use case: Telehealth platforms training triage agents for skin conditions.
  • —Category: Healthcare

Schema Definition

Each record contains the following fields:

  • —consult_id (str): Pre-assigned Consult ID (e.g. DERM-TELE-XXXX)
  • —patient_name (str): Pre-assigned Patient Name
  • —patient_age (str): Fictional patient age
  • —patient_symptoms (str): Description of skin rash, lesion, color, and itchiness duration
  • —triage_category (str): Urgent Referral, Routine Consultation, or Self-Care Advice
  • —physician_notes (str): Differential diagnosis and recommended topical treatment or biopsy

Get the Commercial Version

Need a larger dataset for production fine-tuning? The matching private repo is HaseebDev/dermatology_consultations-commercial and is available under a commercial license.

  • —Payment: Lemon Squeezy hosted checkout.
  • —Delivery: Lemon Squeezy checkout with secure commercial delivery after purchase
  • —Typical commercial package: 10,000+ records, schema documentation, and quality audit report.

[Open the commercial access page](https://haseebdev.github.io/synthetic-data-checkout/commercial-access.html?niche=dermatology_consultations&demo_repo=HaseebDev%2Fdermatology_consultations&commercial_repo=HaseebDev%2Fdermatology_consultations-commercial&checkout_url=https%3A%2F%2Fsyntheticdatasetlab.lemonsqueezy.com%2Fcheckout%2Fbuy%2F431fde4c-a3ff-4587-825b-7ec496b1e98e%3Fcheckout%255Bcustom%255D%255Bdataset%255D%3Ddermatology_consultations%26checkout%255Bcustom%255D%255Bdemo_repo%255D%3DHaseebDev%252Fdermatology_consultations%26checkout%255Bcustom%255D%255Bcommercial_repo%255D%3DHaseebDev%252Fdermatology_consultations-commercial%26utm_source%3Dhuggingface%26utm_medium%3Ddataset_card%26utm_campaign%3Ddermatology_consultations)

Quality Audit

Dataset Quality Report

Executive Summary

MetricValue
StatusPASS
Quality Score94/100
Records Audited100
NicheDermatology Telemedicine Consultation Logs
CategoryHealthcare

Quality Gates

DimensionResult
Schema Conformance100.0% (100/100)
Duplicate Rows0
Duplicate Identity Values0
Non-Synthetic Phone Risk0
Email Address Count0
Max Fuzzy Similarity0.398
Average Words Per Descriptive Field138.7
Vocabulary Diversity0.873
Repeated Phrase Count771
Domain Keyword Coverage0.8

Buyer Assurance

This dataset was checked with deterministic local tooling before publication. The audit verifies schema consistency, uniqueness, text depth, duplicate risk, repeated wording, domain terminology coverage, and obvious PII leakage patterns.

Findings

  • —MINOR: 771 repeated four-word phrase pattern(s) detected.