Medical Record Structurer

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Medical Record Structurer

> Version: 1.1.0 > Category: Healthcare / Medical > Billing: SkillPay (0.001 USDT per call) > Free Trial: 10 free calls per user > Demo Mode: ✅ Available (no API key required)

A professional medical record processing tool that transforms unstructured medical notes (voice or text) into standardized electronic medical records.

Features

1. Voice/Text Input Processing - Accepts doctor's口述 or handwritten notes 2. AI-Powered Field Extraction - Automatically identifies and extracts medical fields 3. Standardized EMR Output - Generates structured electronic medical records 4. Payment Integration - skillpay.me integration for monetization (0.001 USDT per use) 5. Free Trial - 10 free calls for every new user 6. Demo Mode - Try without API key, returns simulated data 7. Batch Processing - Process multiple records at once 8. File Input Support - Read medical records from files 9. Multi-language Support - Chinese and English output

🌟 用户好评

📈 数据统计

Pricing / 定价 💰

🎁 免费试用 (Free Trial)

💎 基础版 (Basic) - 最受欢迎!

⭐ 专业版 (Pro) - 性价比之王!

🏢 企业版 (Enterprise)

🎫 积分包 (Credit Packages) - 灵活选择!

🔥 限时特惠: 首次购买任意套餐，额外赠送20%积分!

💡 温馨提示:

🎁 免费试用 (Free Trial)

💎 基础版 (Basic) - 最受欢迎!

⭐ 专业版 (Pro) - 性价比之王!

🏢 企业版 (Enterprise)

🎫 积分包 (Credit Packages) - 灵活选择!

🔥 限时特惠: 首次购买任意套餐，额外赠送20%积分!

💡 温馨提示:

Support / 支持

If you find this skill helpful, you can support the developer:

EVM Address: 0xf8ea28c182245d9f66f63749c9bbfb3cfc7d4815

Your support helps maintain and improve this skill!

Demo Mode

Try the skill without any API key:

python scripts/process_record.py --demo

Or simply don't set any API key - the skill will automatically enter demo mode.

Demo mode returns realistic simulated medical records to demonstrate the output format.

Free Trial

Each user gets 10 free calls before billing begins. During the trial:

{
    "success": True,
    "trial_mode": True,      # Currently in free trial
    "trial_remaining": 5,    # 5 free calls left
    "balance": None,         # No balance needed in trial
    "structured_record": {...}
}

After 10 free calls, normal billing applies.

Quick Start

Demo Mode (No API Key):

python scripts/process_record.py --demo --input "患者张三，男，45岁，主诉头痛3天..."

Process a Single Record:

from scripts.process_record import process_medical_record
import os
Set API key via environment variable (only needed after trial)
os.environ["SKILLPAY_API_KEY"] = "your-api-key"
os.environ["SKILLPAY_SKILL_ID"] = "your-skill-id"
Process with user_id for billing/trial tracking
result = process_medical_record(
    input_text="患者张三，男，45岁，主诉头痛3天...",
    user_id="user_123"
)
Check result
if result["success"]:
    print("结构化病历:", result["structured_record"])
    if result.get("trial_mode"):
        print(f"免费试用剩余: {result['trial_remaining']} 次")
    else:
        print("剩余余额:", result["balance"])
else:
    print("错误:", result["error"])
    if "paymentUrl" in result:
        print("充值链接:", result["paymentUrl"])

Batch Processing:

# Process multiple files
python scripts/process_record.py --batch file1.txt file2.txt file3.txt --user-id "user_123"

from scripts.process_record import process_medical_records_batch
results = process_medical_records_batch(
    input_texts=["记录1...", "记录2...", "记录3..."],
    user_id="user_123"
)

File Input:

python scripts/process_record.py --file record.txt --user-id "user_123"

Language Selection:

# Chinese output (default)
python scripts/process_record.py --input "..." --user-id "user_123" --language zh
English output
python scripts/process_record.py --input "..." --user-id "user_123" --language en

Environment Variables

This skill requires the following environment variables:

Required Variables (After Trial)

| Variable | Description | Required | Example | |----------|-------------|----------|---------| | SKILLPAY_API_KEY | Your SkillPay API key for billing | After trial | skp_abc123... | | SKILLPAY_SKILL_ID | Your Skill ID from SkillPay dashboard | After trial | skill_def456... |

Optional Variables

| Variable | Description | Default | |----------|-------------|---------| | OCR_API_KEY | API key for OCR services (image processing) | - | | OCR_PROVIDER | OCR provider (google, azure, aws, tesseract) | google | | STT_API_KEY | API key for speech-to-text services | - | | STT_PROVIDER | STT provider (google, azure, aws, whisper) | whisper | | PHI_ENCRYPTION_KEY | Encryption key for PHI protection | - | | DATA_RETENTION_DAYS | Days to retain processed records | 30 | | AUDIT_LOGGING_ENABLED | Enable audit logging | true |

See .env.example for a complete list of environment variables.

Configuration

The skill uses SkillPay billing integration:

Output Format

Structured medical record includes:

Response Format

{
    "success": True,
    "demo_mode": False,         # True if in demo mode
    "trial_mode": False,        # True during free trial
    "trial_remaining": 0,       # Remaining free calls
    "balance": 95.5,            # User balance (None during trial/demo)
    "structured_record": {
        "emr_version": "1.0",
        "record_id": "EMR_20240306120000",
        "record_date": "2024-03-06T12:00:00",
        "patient_demographics": {...},
        "clinical_information": {...},
        "assessment_and_plan": {...},
        "metadata": {...}
    }
}

PHI and Privacy Handling

This skill processes Protected Health Information (PHI). The following safeguards are implemented:

Data Protection

Compliance

Best Practices

OCR/STT Support

This skill supports external OCR and STT services:

OCR (Optical Character Recognition)

STT (Speech-to-Text)

Configure the respective API keys in your .env file to enable these features.

References

Changelog

v1.1.0

v1.0.4

Demo Mode (No API Key):

python scripts/process_record.py --demo --input "患者张三，男，45岁，主诉头痛3天..."

Process a Single Record:

from scripts.process_record import process_medical_record
import os
Set API key via environment variable (only needed after trial)
os.environ["SKILLPAY_API_KEY"] = "your-api-key"
os.environ["SKILLPAY_SKILL_ID"] = "your-skill-id"
Process with user_id for billing/trial tracking
result = process_medical_record(
    input_text="患者张三，男，45岁，主诉头痛3天...",
    user_id="user_123"
)
Check result
if result["success"]:
    print("结构化病历:", result["structured_record"])
    if result.get("trial_mode"):
        print(f"免费试用剩余: {result['trial_remaining']} 次")
    else:
        print("剩余余额:", result["balance"])
else:
    print("错误:", result["error"])
    if "paymentUrl" in result:
        print("充值链接:", result["paymentUrl"])

Batch Processing:

# Process multiple files
python scripts/process_record.py --batch file1.txt file2.txt file3.txt --user-id "user_123"

from scripts.process_record import process_medical_records_batch
results = process_medical_records_batch(
    input_texts=["记录1...", "记录2...", "记录3..."],
    user_id="user_123"
)

File Input:

python scripts/process_record.py --file record.txt --user-id "user_123"

Language Selection:

# Chinese output (default)
python scripts/process_record.py --input "..." --user-id "user_123" --language zh
English output
python scripts/process_record.py --input "..." --user-id "user_123" --language en

The skill uses SkillPay billing integration:

1. Always use environment variables for sensitive configuration 2. Enable audit logging in production 3. Implement proper access controls 4. Regular security reviews recommended