درک محتوای فایل DICOM برای توسعه تصویربرداری پزشکی، حل مشکلات و تضمین کیفیت ضروری است.این راهنمای به شما نشان می دهد که چگونه برای ساخت یک مرورگر متا داده های DIKOM جامع در C# که اطلاعات بیمار، جزئیات مطالعه و پارامترهای تصویری فنی را استخراج و نمایش می کند.
DICOM Metadata چیست؟
فایل های DICOM حاوی دو عنصر اصلی هستند: داده های پیکسل (تصویر واقعی) و متا داده ها (اطلاعات مربوط به تصویر).
- بیماری بیمار: نام، شناسه، تاریخ تولد، جنسیت
- معلومات مطالعه: تاریخ، زمان، توصیف، پزشک مرجع
- ** جزئیات سری**: حالت، قسمت بدن، پروتکل تصویربرداری
- ** پارامترهای تصویر**: ابعاد، فضای پیکسل، تنظیمات پنجره / سطح
- معلومات تجهیزات: تولید کننده، مدل، نسخه نرم افزار
یک مرورگر متا داده به توسعه دهندگان کمک می کند تا این ویژگی ها را برای تخلیه، تأیید و تجزیه و تحلیل داده ها بررسی کنند.
استخراج متادیت های پایه
شروع با استخراج ویژگی های رایج DICOM:
using Aspose.Medical.Dicom;
public class DicomMetadataViewer
{
public DicomMetadata ExtractMetadata(string filePath)
{
DicomFile dicomFile = DicomFile.Open(filePath);
var dataset = dicomFile.Dataset;
return new DicomMetadata
{
// Patient Information
PatientName = dataset.GetString(DicomTag.PatientName),
PatientID = dataset.GetString(DicomTag.PatientID),
PatientBirthDate = dataset.GetString(DicomTag.PatientBirthDate),
PatientSex = dataset.GetString(DicomTag.PatientSex),
PatientAge = dataset.GetString(DicomTag.PatientAge),
// Study Information
StudyInstanceUID = dataset.GetString(DicomTag.StudyInstanceUID),
StudyDate = dataset.GetString(DicomTag.StudyDate),
StudyTime = dataset.GetString(DicomTag.StudyTime),
StudyDescription = dataset.GetString(DicomTag.StudyDescription),
AccessionNumber = dataset.GetString(DicomTag.AccessionNumber),
ReferringPhysician = dataset.GetString(DicomTag.ReferringPhysicianName),
// Series Information
SeriesInstanceUID = dataset.GetString(DicomTag.SeriesInstanceUID),
Modality = dataset.GetString(DicomTag.Modality),
SeriesDescription = dataset.GetString(DicomTag.SeriesDescription),
SeriesNumber = dataset.GetString(DicomTag.SeriesNumber),
BodyPartExamined = dataset.GetString(DicomTag.BodyPartExamined),
// Image Information
SOPInstanceUID = dataset.GetString(DicomTag.SOPInstanceUID),
SOPClassUID = dataset.GetString(DicomTag.SOPClassUID),
InstanceNumber = dataset.GetString(DicomTag.InstanceNumber),
ImageType = dataset.GetString(DicomTag.ImageType),
// Technical Parameters
Rows = dataset.GetString(DicomTag.Rows),
Columns = dataset.GetString(DicomTag.Columns),
BitsAllocated = dataset.GetString(DicomTag.BitsAllocated),
BitsStored = dataset.GetString(DicomTag.BitsStored),
PixelSpacing = dataset.GetString(DicomTag.PixelSpacing),
SliceThickness = dataset.GetString(DicomTag.SliceThickness),
// Equipment Information
Manufacturer = dataset.GetString(DicomTag.Manufacturer),
ManufacturerModelName = dataset.GetString(DicomTag.ManufacturerModelName),
StationName = dataset.GetString(DicomTag.StationName),
InstitutionName = dataset.GetString(DicomTag.InstitutionName),
SoftwareVersions = dataset.GetString(DicomTag.SoftwareVersions)
};
}
}
public class DicomMetadata
{
// Patient
public string PatientName { get; set; }
public string PatientID { get; set; }
public string PatientBirthDate { get; set; }
public string PatientSex { get; set; }
public string PatientAge { get; set; }
// Study
public string StudyInstanceUID { get; set; }
public string StudyDate { get; set; }
public string StudyTime { get; set; }
public string StudyDescription { get; set; }
public string AccessionNumber { get; set; }
public string ReferringPhysician { get; set; }
// Series
public string SeriesInstanceUID { get; set; }
public string Modality { get; set; }
public string SeriesDescription { get; set; }
public string SeriesNumber { get; set; }
public string BodyPartExamined { get; set; }
// Image
public string SOPInstanceUID { get; set; }
public string SOPClassUID { get; set; }
public string InstanceNumber { get; set; }
public string ImageType { get; set; }
// Technical
public string Rows { get; set; }
public string Columns { get; set; }
public string BitsAllocated { get; set; }
public string BitsStored { get; set; }
public string PixelSpacing { get; set; }
public string SliceThickness { get; set; }
// Equipment
public string Manufacturer { get; set; }
public string ManufacturerModelName { get; set; }
public string StationName { get; set; }
public string InstitutionName { get; set; }
public string SoftwareVersions { get; set; }
}
بایگانی برچسب ها: DICOM Tags
لیست تمام برچسب ها در یک فایل DICOM برای بررسی کامل:
public class DicomTagBrowser
{
public List<DicomTagInfo> GetAllTags(string filePath)
{
DicomFile dicomFile = DicomFile.Open(filePath);
var tags = new List<DicomTagInfo>();
foreach (var element in dicomFile.Dataset)
{
var tagInfo = new DicomTagInfo
{
Tag = element.Tag.ToString(),
TagHex = $"({element.Tag.Group:X4},{element.Tag.Element:X4})",
Keyword = element.Tag.DictionaryEntry?.Keyword ?? "Unknown",
Name = element.Tag.DictionaryEntry?.Name ?? "Private Tag",
VR = element.ValueRepresentation.Code,
Length = element.Length,
Value = GetDisplayValue(element)
};
tags.Add(tagInfo);
}
return tags;
}
private string GetDisplayValue(DicomElement element)
{
try
{
// Handle different value representations
if (element.Length == 0)
return "(empty)";
if (element.Length > 256)
return $"(binary data, {element.Length} bytes)";
// Try to get string value
var values = element.Get<string[]>();
if (values != null && values.Length > 0)
{
return string.Join(" \\ ", values);
}
return "(unable to display)";
}
catch
{
return $"(binary data, {element.Length} bytes)";
}
}
}
public class DicomTagInfo
{
public string Tag { get; set; }
public string TagHex { get; set; }
public string Keyword { get; set; }
public string Name { get; set; }
public string VR { get; set; }
public long Length { get; set; }
public string Value { get; set; }
}
استخراج متادیت های خاص
روش های مختلف تصویربرداری دارای ویژگی های منحصر به فرد هستند:
public class ModalityMetadataExtractor
{
public object ExtractModalitySpecificData(string filePath)
{
DicomFile dicomFile = DicomFile.Open(filePath);
var dataset = dicomFile.Dataset;
string modality = dataset.GetString(DicomTag.Modality);
return modality switch
{
"CT" => ExtractCtMetadata(dataset),
"MR" => ExtractMrMetadata(dataset),
"CR" or "DX" => ExtractRadiographyMetadata(dataset),
"US" => ExtractUltrasoundMetadata(dataset),
"MG" => ExtractMammographyMetadata(dataset),
_ => ExtractGenericMetadata(dataset)
};
}
private CtMetadata ExtractCtMetadata(DicomDataset dataset)
{
return new CtMetadata
{
KVP = dataset.GetString(DicomTag.KVP),
XRayTubeCurrent = dataset.GetString(DicomTag.XRayTubeCurrent),
ExposureTime = dataset.GetString(DicomTag.ExposureTime),
SliceThickness = dataset.GetString(DicomTag.SliceThickness),
SpacingBetweenSlices = dataset.GetString(DicomTag.SpacingBetweenSlices),
ConvolutionKernel = dataset.GetString(DicomTag.ConvolutionKernel),
GantryTilt = dataset.GetString(DicomTag.GantryDetectorTilt),
TableHeight = dataset.GetString(DicomTag.TableHeight),
RotationDirection = dataset.GetString(DicomTag.RotationDirection),
CTDIvol = dataset.GetString(DicomTag.CTDIvol),
WindowCenter = dataset.GetString(DicomTag.WindowCenter),
WindowWidth = dataset.GetString(DicomTag.WindowWidth)
};
}
private MrMetadata ExtractMrMetadata(DicomDataset dataset)
{
return new MrMetadata
{
MagneticFieldStrength = dataset.GetString(DicomTag.MagneticFieldStrength),
SequenceName = dataset.GetString(DicomTag.SequenceName),
ScanningSequence = dataset.GetString(DicomTag.ScanningSequence),
SequenceVariant = dataset.GetString(DicomTag.SequenceVariant),
RepetitionTime = dataset.GetString(DicomTag.RepetitionTime),
EchoTime = dataset.GetString(DicomTag.EchoTime),
InversionTime = dataset.GetString(DicomTag.InversionTime),
FlipAngle = dataset.GetString(DicomTag.FlipAngle),
SliceThickness = dataset.GetString(DicomTag.SliceThickness),
EchoTrainLength = dataset.GetString(DicomTag.EchoTrainLength),
PixelBandwidth = dataset.GetString(DicomTag.PixelBandwidth),
ImagingFrequency = dataset.GetString(DicomTag.ImagingFrequency)
};
}
private RadiographyMetadata ExtractRadiographyMetadata(DicomDataset dataset)
{
return new RadiographyMetadata
{
KVP = dataset.GetString(DicomTag.KVP),
ExposureTime = dataset.GetString(DicomTag.ExposureTime),
XRayTubeCurrent = dataset.GetString(DicomTag.XRayTubeCurrent),
Exposure = dataset.GetString(DicomTag.Exposure),
ExposureIndex = dataset.GetString(DicomTag.ExposureIndex),
TargetExposureIndex = dataset.GetString(DicomTag.TargetExposureIndex),
DeviationIndex = dataset.GetString(DicomTag.DeviationIndex),
DistanceSourceToDetector = dataset.GetString(DicomTag.DistanceSourceToDetector),
DistanceSourceToPatient = dataset.GetString(DicomTag.DistanceSourceToPatient),
Grid = dataset.GetString(DicomTag.Grid),
ViewPosition = dataset.GetString(DicomTag.ViewPosition)
};
}
private UltrasoundMetadata ExtractUltrasoundMetadata(DicomDataset dataset)
{
return new UltrasoundMetadata
{
TransducerType = dataset.GetString(DicomTag.TransducerType),
TransducerFrequency = dataset.GetString(DicomTag.TransducerFrequency),
DepthOfScanField = dataset.GetString(DicomTag.DepthOfScanField),
MechanicalIndex = dataset.GetString(DicomTag.MechanicalIndex),
ThermalIndex = dataset.GetString(DicomTag.SoftTissueThermalIndex),
FrameTime = dataset.GetString(DicomTag.FrameTime),
NumberOfFrames = dataset.GetString(DicomTag.NumberOfFrames)
};
}
private MammographyMetadata ExtractMammographyMetadata(DicomDataset dataset)
{
return new MammographyMetadata
{
ViewPosition = dataset.GetString(DicomTag.ViewPosition),
ImageLaterality = dataset.GetString(DicomTag.ImageLaterality),
BreastImplantPresent = dataset.GetString(DicomTag.BreastImplantPresent),
CompressionForce = dataset.GetString(DicomTag.CompressionForce),
BodyPartThickness = dataset.GetString(DicomTag.BodyPartThickness),
AnodeTargetMaterial = dataset.GetString(DicomTag.AnodeTargetMaterial),
FilterMaterial = dataset.GetString(DicomTag.FilterMaterial),
KVP = dataset.GetString(DicomTag.KVP),
ExposureTime = dataset.GetString(DicomTag.ExposureTime),
OrganDose = dataset.GetString(DicomTag.OrganDose)
};
}
private GenericMetadata ExtractGenericMetadata(DicomDataset dataset)
{
return new GenericMetadata
{
Modality = dataset.GetString(DicomTag.Modality),
StudyDescription = dataset.GetString(DicomTag.StudyDescription),
SeriesDescription = dataset.GetString(DicomTag.SeriesDescription)
};
}
}
// Modality-specific metadata classes
public class CtMetadata
{
public string KVP { get; set; }
public string XRayTubeCurrent { get; set; }
public string ExposureTime { get; set; }
public string SliceThickness { get; set; }
public string SpacingBetweenSlices { get; set; }
public string ConvolutionKernel { get; set; }
public string GantryTilt { get; set; }
public string TableHeight { get; set; }
public string RotationDirection { get; set; }
public string CTDIvol { get; set; }
public string WindowCenter { get; set; }
public string WindowWidth { get; set; }
}
public class MrMetadata
{
public string MagneticFieldStrength { get; set; }
public string SequenceName { get; set; }
public string ScanningSequence { get; set; }
public string SequenceVariant { get; set; }
public string RepetitionTime { get; set; }
public string EchoTime { get; set; }
public string InversionTime { get; set; }
public string FlipAngle { get; set; }
public string SliceThickness { get; set; }
public string EchoTrainLength { get; set; }
public string PixelBandwidth { get; set; }
public string ImagingFrequency { get; set; }
}
public class RadiographyMetadata
{
public string KVP { get; set; }
public string ExposureTime { get; set; }
public string XRayTubeCurrent { get; set; }
public string Exposure { get; set; }
public string ExposureIndex { get; set; }
public string TargetExposureIndex { get; set; }
public string DeviationIndex { get; set; }
public string DistanceSourceToDetector { get; set; }
public string DistanceSourceToPatient { get; set; }
public string Grid { get; set; }
public string ViewPosition { get; set; }
}
public class UltrasoundMetadata
{
public string TransducerType { get; set; }
public string TransducerFrequency { get; set; }
public string DepthOfScanField { get; set; }
public string MechanicalIndex { get; set; }
public string ThermalIndex { get; set; }
public string FrameTime { get; set; }
public string NumberOfFrames { get; set; }
}
public class MammographyMetadata
{
public string ViewPosition { get; set; }
public string ImageLaterality { get; set; }
public string BreastImplantPresent { get; set; }
public string CompressionForce { get; set; }
public string BodyPartThickness { get; set; }
public string AnodeTargetMaterial { get; set; }
public string FilterMaterial { get; set; }
public string KVP { get; set; }
public string ExposureTime { get; set; }
public string OrganDose { get; set; }
}
public class GenericMetadata
{
public string Modality { get; set; }
public string StudyDescription { get; set; }
public string SeriesDescription { get; set; }
}
نرم افزار Console-Based Viewer
ایجاد یک ابزار خط فرمان برای بازرسی سریع DICOM:
public class DicomViewerConsole
{
public void DisplayMetadata(string filePath)
{
var viewer = new DicomMetadataViewer();
var metadata = viewer.ExtractMetadata(filePath);
Console.WriteLine("═══════════════════════════════════════════════════════════");
Console.WriteLine(" DICOM METADATA VIEWER ");
Console.WriteLine("═══════════════════════════════════════════════════════════");
Console.WriteLine($"File: {Path.GetFileName(filePath)}");
Console.WriteLine();
PrintSection("PATIENT INFORMATION");
PrintField("Patient Name", metadata.PatientName);
PrintField("Patient ID", metadata.PatientID);
PrintField("Birth Date", FormatDate(metadata.PatientBirthDate));
PrintField("Sex", metadata.PatientSex);
PrintField("Age", metadata.PatientAge);
PrintSection("STUDY INFORMATION");
PrintField("Study Date", FormatDate(metadata.StudyDate));
PrintField("Study Time", FormatTime(metadata.StudyTime));
PrintField("Description", metadata.StudyDescription);
PrintField("Accession #", metadata.AccessionNumber);
PrintField("Referring MD", metadata.ReferringPhysician);
PrintField("Study UID", metadata.StudyInstanceUID);
PrintSection("SERIES INFORMATION");
PrintField("Modality", metadata.Modality);
PrintField("Description", metadata.SeriesDescription);
PrintField("Series #", metadata.SeriesNumber);
PrintField("Body Part", metadata.BodyPartExamined);
PrintField("Series UID", metadata.SeriesInstanceUID);
PrintSection("IMAGE INFORMATION");
PrintField("Instance #", metadata.InstanceNumber);
PrintField("Image Type", metadata.ImageType);
PrintField("Dimensions", $"{metadata.Columns} x {metadata.Rows}");
PrintField("Bits Stored", metadata.BitsStored);
PrintField("Pixel Spacing", metadata.PixelSpacing);
PrintField("SOP Instance", metadata.SOPInstanceUID);
PrintSection("EQUIPMENT");
PrintField("Manufacturer", metadata.Manufacturer);
PrintField("Model", metadata.ManufacturerModelName);
PrintField("Station", metadata.StationName);
PrintField("Institution", metadata.InstitutionName);
PrintField("Software", metadata.SoftwareVersions);
Console.WriteLine("═══════════════════════════════════════════════════════════");
}
private void PrintSection(string title)
{
Console.WriteLine();
Console.WriteLine($"─── {title} ───");
}
private void PrintField(string label, string value)
{
string displayValue = string.IsNullOrEmpty(value) ? "(not specified)" : value;
Console.WriteLine($" {label,-15}: {displayValue}");
}
private string FormatDate(string dicomDate)
{
if (string.IsNullOrEmpty(dicomDate) || dicomDate.Length != 8)
return dicomDate;
return $"{dicomDate.Substring(0, 4)}-{dicomDate.Substring(4, 2)}-{dicomDate.Substring(6, 2)}";
}
private string FormatTime(string dicomTime)
{
if (string.IsNullOrEmpty(dicomTime) || dicomTime.Length < 6)
return dicomTime;
return $"{dicomTime.Substring(0, 2)}:{dicomTime.Substring(2, 2)}:{dicomTime.Substring(4, 2)}";
}
}
Web API برای Metadata Retrieval
ساختن نقطه پایان REST برای دسترسی به متا داده ها:
[ApiController]
[Route("api/[controller]")]
public class DicomMetadataController : ControllerBase
{
private readonly string _uploadPath = Path.Combine(Path.GetTempPath(), "dicom_uploads");
public DicomMetadataController()
{
Directory.CreateDirectory(_uploadPath);
}
[HttpPost("upload")]
public async Task<IActionResult> UploadAndExtract(IFormFile file)
{
if (file == null || file.Length == 0)
return BadRequest("No file provided");
var filePath = Path.Combine(_uploadPath, $"{Guid.NewGuid()}.dcm");
try
{
using (var stream = new FileStream(filePath, FileMode.Create))
{
await file.CopyToAsync(stream);
}
var viewer = new DicomMetadataViewer();
var metadata = viewer.ExtractMetadata(filePath);
return Ok(metadata);
}
finally
{
if (System.IO.File.Exists(filePath))
System.IO.File.Delete(filePath);
}
}
[HttpPost("tags")]
public async Task<IActionResult> GetAllTags(IFormFile file)
{
if (file == null || file.Length == 0)
return BadRequest("No file provided");
var filePath = Path.Combine(_uploadPath, $"{Guid.NewGuid()}.dcm");
try
{
using (var stream = new FileStream(filePath, FileMode.Create))
{
await file.CopyToAsync(stream);
}
var browser = new DicomTagBrowser();
var tags = browser.GetAllTags(filePath);
return Ok(tags);
}
finally
{
if (System.IO.File.Exists(filePath))
System.IO.File.Delete(filePath);
}
}
[HttpPost("modality-specific")]
public async Task<IActionResult> GetModalityMetadata(IFormFile file)
{
if (file == null || file.Length == 0)
return BadRequest("No file provided");
var filePath = Path.Combine(_uploadPath, $"{Guid.NewGuid()}.dcm");
try
{
using (var stream = new FileStream(filePath, FileMode.Create))
{
await file.CopyToAsync(stream);
}
var extractor = new ModalityMetadataExtractor();
var data = extractor.ExtractModalitySpecificData(filePath);
return Ok(data);
}
finally
{
if (System.IO.File.Exists(filePath))
System.IO.File.Delete(filePath);
}
}
}
گزارش های متابولیسم
گزارش های متا داده ها را در فرمت های مختلف تولید کنید:
public class MetadataReportGenerator
{
public void GenerateCsvReport(string dicomDirectory, string outputPath)
{
var viewer = new DicomMetadataViewer();
var records = new List<string>();
// Header
records.Add("FileName,PatientID,PatientName,StudyDate,Modality,SeriesDescription,Rows,Columns");
var files = Directory.GetFiles(dicomDirectory, "*.dcm", SearchOption.AllDirectories);
foreach (var file in files)
{
try
{
var metadata = viewer.ExtractMetadata(file);
var record = string.Join(",",
EscapeCsv(Path.GetFileName(file)),
EscapeCsv(metadata.PatientID),
EscapeCsv(metadata.PatientName),
EscapeCsv(metadata.StudyDate),
EscapeCsv(metadata.Modality),
EscapeCsv(metadata.SeriesDescription),
metadata.Rows ?? "",
metadata.Columns ?? "");
records.Add(record);
}
catch (Exception ex)
{
Console.WriteLine($"Error processing {file}: {ex.Message}");
}
}
File.WriteAllLines(outputPath, records);
}
public void GenerateJsonReport(string dicomDirectory, string outputPath)
{
var viewer = new DicomMetadataViewer();
var metadataList = new List<object>();
var files = Directory.GetFiles(dicomDirectory, "*.dcm", SearchOption.AllDirectories);
foreach (var file in files)
{
try
{
var metadata = viewer.ExtractMetadata(file);
metadataList.Add(new
{
FileName = Path.GetFileName(file),
Metadata = metadata
});
}
catch (Exception ex)
{
metadataList.Add(new
{
FileName = Path.GetFileName(file),
Error = ex.Message
});
}
}
var json = JsonSerializer.Serialize(metadataList, new JsonSerializerOptions
{
WriteIndented = true
});
File.WriteAllText(outputPath, json);
}
private string EscapeCsv(string value)
{
if (string.IsNullOrEmpty(value))
return "";
if (value.Contains(",") || value.Contains("\"") || value.Contains("\n"))
{
return $"\"{value.Replace("\"", "\"\"")}\"";
}
return value;
}
}
استفاده نمونه
class Program
{
static void Main(string[] args)
{
// Activate license
Metered metered = new Metered();
metered.SetMeteredKey("your-public-key", "your-private-key");
string dicomFile = @"C:\DICOM\sample.dcm";
// Console viewer
var consoleViewer = new DicomViewerConsole();
consoleViewer.DisplayMetadata(dicomFile);
// Browse all tags
var browser = new DicomTagBrowser();
var tags = browser.GetAllTags(dicomFile);
Console.WriteLine($"\nTotal tags: {tags.Count}");
// Generate report for directory
var reportGenerator = new MetadataReportGenerator();
reportGenerator.GenerateCsvReport(@"C:\DICOM\Studies", @"C:\Reports\metadata.csv");
}
}
نتیجه گیری
ساخت یک مرورگر متا داده DICOM به شما توانایی های ضروری برای توسعه تصویر پزشکی می دهد. آیا شما نیاز به یک بازرس سریع خط فرمان، یک API وب برای ادغام، و یا ابزارهای گزارش بسته، Aspose.Medical برای .NET پایه و اساس برای استخراج و تجزیه و تحلیل ویژگی های دیکوم. این تکنیک ها ارزشمند برای حل مشکلات، تضمین کیفیت و ساخت برنامه های تصویری پزشکی هستند.
برای کسب اطلاعات بیشتر در مورد کار با فایل های DICOM، به بایگانی برچسب ها: اسناد پزشکی.