Comparison

Codefinder MD vs ILD Patterns

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Codefinder MD

This app uses AI to quickly find medical billing codes across all Canadian provinces. Describe a procedure or speak your query to get structured results with fees, rules, and context. It's designed to streamline billing for healthcare professionals.

Highlights
  • AI-powered billing code search
  • Voice-enabled queries
  • Supports all 10 Canadian provinces
  • Structured results with fees and rules
  • Province-specific context
  • English and French language support
Features
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Tired of scrolling through lengthy provincial fee schedule PDFs? Codefinder MD uses AI to help you find the right medical billing codes in seconds, across all 10 Canadian provinces. Just describe the procedure or service in plain language (or speak your query) and get structured, province-specific billing codes with context, rules, and fee information. No more manual lookups during busy clinical days. Key Features - AI-powered medical billing code search - Voice-enabled AI queries - All 10 Canadian provinces: OHIP, RAMQ, MSP, AHCIP, and more - Structured billing results with fees, rules, and restrictions - Province-specific context and modifiers - RAMQ billing codes in English (RAMQ publishes only in French), plus full English and French support Intended Users Codefinder MD is designed for physicians, residents, medical professionals authorized to bill provincial health plans, and clinic staff involved in billing or administrative workflows. Official Sources (Canada) Billing and physician service information shown in this app is derived from publicly available provincial health insurance resources and official fee schedule documentation. The following links provide access to official provincial health plan information, including billing resources, fee schedules, and physician services: - Alberta Health professional fees: https://www.alberta.ca/fees-health-professionals - British Columbia physicians: https://www2.gov.bc.ca/gov/content/health/practitioner-professional-resources/msp/physicians - Manitoba claims processing: https://www.gov.mb.ca/health/claims/index.html - New Brunswick health professionals: https://www2.gnb.ca/content/gnb/en/departments/health/healthprofessionals.html - Newfoundland and Labrador MCP providers: https://www.gov.nl.ca/hcs/mcp/providers/ - Nova Scotia health care professionals: https://novascotia.ca/dhw/professionals.asp - Ontario Health Insurance (Schedule of Benefits): https://www.ontario.ca/page/ohip-schedule-benefits-and-fees - Prince Edward Island Health PEI: https://www.princeedwardisland.ca/en/topic/health-pei - Quebec (RAMQ): https://www.quebec.ca/sante/systeme-et-services-de-sante/regimes-dassurance/assurance-maladie-assurance-medicaments - Saskatchewan provider resources: https://www.saskatchewan.ca/government/health-care-administration-and-provider-resources/resources-for-health-care-businesses-and-career-development Important Disclaimer Codefinder MD is independently developed and does not represent a government entity. It is not affiliated with, endorsed by, sponsored by, or authorized by the Government of Canada, any provincial government, any ministry of health, or any public health insurance program. The app does not submit claims on your behalf. Always verify billing codes, rules, and requirements against official provincial documentation before submission. Support: codefindermd@gmail.com Terms of Use (EULA): https://codefinder-md.pages.dev

About

ILD Patterns

Features
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ILD Patterns puts the 2025 ERS/ATS interstitial pneumonia classification in your pocket — built for pulmonologists, pulmonary fellows, residents, radiology trainees, and medical students who want fast, structured HRCT morphology study without digging through PDF tables. Use the pattern analysis tool or the Pattern listing descriptions on-the-go. Medical education and 2025 guideline-based educational referencing. EDUCATIONAL USE ONLY — NOT FOR PATIENT DIAGNOSIS This app is for professional education and self-study. It is NOT medical advice, NOT software as a medical device (SaMD), NOT clinical decision support, and NOT intended for patients. Outputs are educational morphology suggestions only. PATTERN TOOL — EDUCATIONAL RANKING ENGINE • Select HRCT imaging features across six ABCDEF groups (distribution, density, signs, and more) • Generate an educational ranked morphology differential across major interstitial patterns and rare alveolar-filling patterns (Table 2 + Supplementary Table S2) • Tap any result for a detail sheet: supporting features, features arguing against, Table 1 associated diagnoses, pathology excerpts, and Table 4 combined-pattern references • Review educational fit badges, conflict cautions, combined morphology notes, and an anchor eligibility checklist • Ideal for fellows learning systematic ILD review, residents on pulmonary rotations, and attendings teaching pattern recognition PATTERN LIST — FULL GUIDELINE REFERENCE LIBRARY • Browse verbatim ERS/ATS 2025 tables: UIP, NSIP, BIP, DAD, PPFE, LIP, organising pneumonia, RB-ILD, AMP, and rare alveolar-filling patterns (PAP, eosinophilic pneumonia, lipoid pneumonia) • Clinical, radiological, and pathological columns plus Table 1 secondary and primary diagnoses • Table 3 organising pneumonia subpatterns (OP, AFOP, CiOP) • Table 4 combined radiological-histological patterns with common differential diagnoses • Free tier includes a sample of entries; Premium unlocks all 22 expandable reference cards WHO IT'S FOR • Pulmonologists and pulmonary fellows building fluency with the 2025 classification • Internal medicine and pulmonary residents on ILD rotations • Medical students learning HRCT morphology vocabulary • Radiology trainees aligning pattern language to ERS/ATS tables • Educators preparing teaching sessions, M&M discussions, or board-style review FREE & PREMIUM FREE INCLUDES: • 5 educational pattern interpretations (Pattern Tool) • Sample Pattern List entries to explore the guideline library ILD PATTERNS PREMIUM: • Unlimited educational pattern rankings • Full Pattern List — every morphology entry, OP subpattern, and combined-pattern group • Restore purchases on the same Apple ID PRIVACY BY DESIGN • No logins • Rankings stay on your device; developer does not collect feature selections or analytics GUIDELINE SOURCE Ryerson CJ, Walsh SLF, Sverzellati N, et al. An update of the international multidisciplinary classification of the interstitial pneumonias. Eur Respir J. 2025;66:2500158. IMPORTANT LIMITATIONS Outputs are educational morphology suggestions based only on user-selected imaging features. They may be incomplete or incorrect. Educational rankings do not replace multidisciplinary discussion, radiology or pathology review, institutional protocols, or independent clinical judgement. Numeric scores are an educational approximation of qualitative guideline language and have not been validated against patient cohorts. Fit badges reflect educational morphology alignment — not ERS/ATS multidisciplinary diagnostic confidence percentages. SUBSCRIPTION TERMS Payment charged to your Apple ID at confirmation. Subscription automatically renews unless cancelled at least 24 hours before the end of the current period. Manage or cancel in App Store account settings. See in-app Subscription Terms and Privacy Policy. Support/Privacy Policy/EULA: https://github.com/knispow/ild-patterns/blob/5a2bbb6d11861d2ccd3245aad7e5bb2c7902a757/README.md

Screenshots

Codefinder MD3 screens
ILD Patterns4 screens

Verdict

The call

The clearest difference is ads: ILD Patterns at none against Codefinder MD's shown. Codefinder MD's advantage is iOS requirement (15.1 vs 26.0). On price, in-app purchases and device support there is nothing between them.

Scored on Price Ā· Rating Ā· Positive reviews Ā· Number of ratings Ā· Update frequency Ā· Ads Ā· In-app purchases Ā· Monetization Ā· Best chart rank Ā· Devices Ā· Requires iOS

CostPrice Ā· In-app purchases Ā· Ads Ā· Monetization

Both are free to download. Codefinder MD sells 1 in-app purchase, starting at $14.99 per month and ILD Patterns sells 2 in-app purchases, starting at $6.99 per month. Whichever you choose, the download price is not the number that matters.

Scorecard2 real differences Ā· 6 level
Codefinder MD versus ILD Patterns: the parameters behind the verdict, then further details
ParameterCodefinder MDILD Patterns
PriceFreeFree
Positive reviews100.0% of reviews—
Update frequencyEvery 9 days—
AdsYesNo — better
In-app purchasesYesYes
MonetizationFree with in-app purchases—
DevicesiPhone, iPodiPhone, iPad
Requires iOS15.1 — better26.0
Further details — not scored
Size27 MB5 MB
Age rating17+17+
DeveloperAdel ArezkiABHISHEK KUMAR

In-app purchases

1 purchases

Codefinder MD

Subscriptions1
  • BillingMD Pro1 Month trial$14.991 Month
2 purchases

ILD Patterns

Subscriptions2
  • ILD Patterns$6.991 Month
  • ILD Pattern Premium$69.991 Year

Questions

Is Codefinder MD free?
Codefinder MD is free to download, with in-app purchases available.
Is ILD Patterns free?
ILD Patterns is free to download, with in-app purchases available.
Do Codefinder MD or ILD Patterns have ads?
Codefinder MD shows ads; ILD Patterns does not.

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