Tutorials Entity Framework Core Tutorial

Hospital System Database with EF Core

Hospital System Database with EF Core: free step-by-step lesson with examples, common mistakes, and interview tips — part of Entity Framework Core Tutorial on Toolliyo Academy.

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Entity Framework Core Tutorial · Lesson 94 of 100

Hospital System Database with EF Core

Beginner ✓Intermediate ✓Advanced ✓Professional

Professional · 4 — Real projects · ~10 min · Module 10: Real-World Projects

What is this?

Hospital databases model patients, doctors, appointments, admissions, and prescriptions — EF maps relationships with strict privacy and audit requirements.

Why should you care?

ShopNest corporate wellness partner integrates hospital appointments — separate Patient entity schema from e-commerce Customer.

See it live — copy this example

Paste into a .NET project with EF Core packages, then run with LocalDB/SQL Server (dotnet ef / dotnet run).

public class Patient { public int Id { get; set; } public string Mrn { get; set; } = ""; public string FullName { get; set; } = ""; }
public class Appointment { public int Id { get; set; } public int PatientId { get; set; } public int DoctorId { get; set; } public DateTime ScheduledAt { get; set; } public string Status { get; set; } = "Booked"; }

var today = await db.Appointments
    .Include(a => a.Patient)
    .Where(a => a.ScheduledAt.Date == DateTime.UtcNow.Date && a.Status == "Booked")
    .OrderBy(a => a.ScheduledAt)
    .AsNoTracking()
    .ToListAsync();

What happened?

  • Appointment links Patient and Doctor.
  • Include loads patient name for reception desk list.
  • AsNoTracking for read-only schedule board.

Practice next

  1. Use separate bounded context from ShopNest commerce if combining systems.
  2. Add audit columns on Patient access — who viewed record.
  3. Encrypt sensitive columns or use column encryption for MRN if required.
  4. Add Admission entity linked to Patient with discharge date.
  5. Soft-delete appointments with HasQueryFilter on Status != Cancelled.

Remember

Hospital schema: Patient, Doctor, Appointment. Schedule query filters date and status. Keep PHI models isolated from retail catalog.

ShopNest wellness portal

Employee wellness module books Appointment with Doctor from ShopNest HR SSO identity mapped to Patient.

Outcome: Schedule API returns today's visits without exposing full medical history.

Interview prep for this lesson

Practice these questions aloud after reading—each links to a full structured answer.

Junior PDF Detailed
What is Database First approach?
Short answer: Database First involves generating C# entity classes and a DbContext from an existing database. ✅ Pros: Quick start if the DB already exists Ensures model aligns with legacy databases ❌ Cons: Harder to vers…
Junior PDF Detailed
What is Database First approach?
Short answer: Use‑cases and pros and cons Database First involves generating C# entity classes and a DbContext from an existing database. ✅ Pros: Quick start if the DB already exists Ensures model aligns with legacy data…
Mid PDF Detailed
How do you reverse engineer a database in EF Core (DB First) into entity classes & DbContext?
Short answer: Use the CLI or Package Manager Console: dotnet ef dbcontext scaffold "YourConnectionString" Microsoft.EntityFrameworkCore.SqlServer -o Models OR Scaffold-DbContext "YourConnectionString"…
Mid PDF Detailed
How does Code First handle schema changes in the database?
Short answer: EF Core uses migrations to track and apply schema changes: You modify your C# models. Use Add-Migration to create a migration class. Use Update-Database to apply the changes to the DB. EF Core compares the…
Mid PDF Detailed
How to apply migrations to the database? (e.g. Update-Database)
Short answer: pply the migration to your database using: .NET CLI: dotnet ef database update Package Manager Console: Update-Database EF Core translates your model changes into SQL and executes them against the database.…
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Entity Framework Core Tutorial
Course syllabus

Entity Framework Core Tutorial

Module 1: EF Core Fundamentals
Module 2: Code First Approach
Module 3: CRUD Operations
Module 4: LINQ
Module 5: Relationships
Module 6: Advanced EF Core
Module 7: Performance Optimization
Module 8: Enterprise Architecture
Module 9: Testing & Debugging
Module 10: Real-World Projects
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