XML 仍然是医疗保健数据交换的核心,增强 HL7 消息,企业集成发动机和遗产医院信息系统。 将 DICOM 数据转换为 XML,可在医疗图像系统和更广泛的医疗 IT 基础设施之间进行无缝整合。

為什麼 XML 为健康保健整合?

虽然 JSON 占主导地位,但由于几个原因,XML 仍然在医疗保健方面至关重要:

  • HL7标准:HL7 v2 和 v3 消息广泛使用基于 XML 的格式
  • 企业集成:许多医疗保健集成的引擎(Mirth Connect,Rhapsody)主要使用XML。
  • Legacy 系统:设立的医院信息系统往往需要 XML 数据传输
  • 文件标准:CDA(临床文档架构)和其他臨床文件使用XML
  • ** 验证**:XML Schema(XSD)提供强大的数据认证能力

基本 DICOM 到 XML 转换

从 DICOM 到 XML 的最简单转换:

using Aspose.Medical.Dicom;
using Aspose.Medical.Dicom.Serialization;

public class DicomXmlConverter
{
    public string ConvertToXml(string dicomFilePath)
    {
        // Load DICOM file
        DicomFile dicomFile = DicomFile.Open(dicomFilePath);
        
        // Serialize to XML string
        string xml = DicomXmlSerializer.Serialize(dicomFile.Dataset);
        
        return xml;
    }
    
    public void ConvertToXmlFile(string dicomFilePath, string outputXmlPath)
    {
        DicomFile dicomFile = DicomFile.Open(dicomFilePath);
        
        using (var stream = new FileStream(outputXmlPath, FileMode.Create))
        {
            DicomXmlSerializer.Serialize(stream, dicomFile.Dataset);
        }
    }
}

XML 输出格式

用于人类可读的产量和解体:

public string ConvertToFormattedXml(string dicomFilePath)
{
    DicomFile dicomFile = DicomFile.Open(dicomFilePath);
    
    var options = new DicomXmlSerializerOptions
    {
        WriteIndented = true  // Pretty-print XML
    };
    
    string xml = DicomXmlSerializer.Serialize(dicomFile.Dataset, options);
    
    return xml;
}

路径转换:XML到DICOM

将 XML 转换为 DICOM 为双向工作流:

public class DicomXmlRoundTrip
{
    public void XmlToDicom(string xmlFilePath, string outputDicomPath)
    {
        // Read XML content
        string xml = File.ReadAllText(xmlFilePath);
        
        // Deserialize to DICOM dataset
        DicomDataset dataset = DicomXmlSerializer.Deserialize(xml);
        
        // Create DICOM file and save
        DicomFile dicomFile = new DicomFile(dataset);
        dicomFile.Save(outputDicomPath);
    }
    
    public DicomDataset XmlStringToDataset(string xml)
    {
        return DicomXmlSerializer.Deserialize(xml);
    }
    
    public void ValidateRoundTrip(string originalDicomPath)
    {
        // Load original
        DicomFile original = DicomFile.Open(originalDicomPath);
        
        // Convert to XML
        string xml = DicomXmlSerializer.Serialize(original.Dataset);
        
        // Convert back to DICOM
        DicomDataset restored = DicomXmlSerializer.Deserialize(xml);
        
        // Compare key fields
        string originalPatientName = original.Dataset.GetString(DicomTag.PatientName);
        string restoredPatientName = restored.GetString(DicomTag.PatientName);
        
        Console.WriteLine($"Original Patient Name: {originalPatientName}");
        Console.WriteLine($"Restored Patient Name: {restoredPatientName}");
        Console.WriteLine($"Match: {originalPatientName == restoredPatientName}");
    }
}

建造HL7集成桥梁

创建一个服务,将 DICOM 数据转化为 HL7 兼容的 XML:

using System.Xml.Linq;

public class DicomHl7Bridge
{
    public string ConvertToHl7CompatibleXml(string dicomFilePath)
    {
        DicomFile dicomFile = DicomFile.Open(dicomFilePath);
        var dataset = dicomFile.Dataset;
        
        // Create HL7-style XML structure
        var hl7Message = new XElement("ORU_R01",
            new XAttribute("xmlns", "urn:hl7-org:v2xml"),
            
            // Message Header
            new XElement("MSH",
                new XElement("MSH.1", "|"),
                new XElement("MSH.2", "^~\\&"),
                new XElement("MSH.3", "PACS"),
                new XElement("MSH.4", dataset.GetString(DicomTag.InstitutionName) ?? ""),
                new XElement("MSH.7", DateTime.Now.ToString("yyyyMMddHHmmss")),
                new XElement("MSH.9",
                    new XElement("MSG.1", "ORU"),
                    new XElement("MSG.2", "R01")),
                new XElement("MSH.10", Guid.NewGuid().ToString()),
                new XElement("MSH.11", "P"),
                new XElement("MSH.12", "2.5.1")
            ),
            
            // Patient Identification
            new XElement("PID",
                new XElement("PID.3",
                    new XElement("CX.1", dataset.GetString(DicomTag.PatientID) ?? "")),
                new XElement("PID.5",
                    new XElement("XPN.1", dataset.GetString(DicomTag.PatientName) ?? "")),
                new XElement("PID.7", dataset.GetString(DicomTag.PatientBirthDate) ?? ""),
                new XElement("PID.8", dataset.GetString(DicomTag.PatientSex) ?? "")
            ),
            
            // Order Information
            new XElement("OBR",
                new XElement("OBR.2", dataset.GetString(DicomTag.AccessionNumber) ?? ""),
                new XElement("OBR.4",
                    new XElement("CE.1", dataset.GetString(DicomTag.Modality) ?? ""),
                    new XElement("CE.2", dataset.GetString(DicomTag.StudyDescription) ?? "")),
                new XElement("OBR.7", dataset.GetString(DicomTag.StudyDate) ?? ""),
                new XElement("OBR.24", "RAD")
            ),
            
            // Observation with DICOM reference
            new XElement("OBX",
                new XElement("OBX.2", "RP"),
                new XElement("OBX.3",
                    new XElement("CE.1", "DICOM"),
                    new XElement("CE.2", "DICOM Study")),
                new XElement("OBX.5", dataset.GetString(DicomTag.StudyInstanceUID) ?? ""),
                new XElement("OBX.11", "F")
            )
        );
        
        return hl7Message.ToString();
    }
}

与医疗保健中介的融入

创建企业集成引擎的服务:

public class HealthcareIntegrationService
{
    private readonly string _outputDirectory;
    private readonly ILogger _logger;

    public HealthcareIntegrationService(string outputDirectory, ILogger logger)
    {
        _outputDirectory = outputDirectory;
        _logger = logger;
    }

    public async Task ProcessDicomForIntegration(string dicomFilePath)
    {
        try
        {
            DicomFile dicomFile = DicomFile.Open(dicomFilePath);
            var dataset = dicomFile.Dataset;
            
            string accessionNumber = dataset.GetString(DicomTag.AccessionNumber) ?? 
                                     Guid.NewGuid().ToString();
            
            // Generate standard DICOM XML
            string dicomXml = DicomXmlSerializer.Serialize(dataset, 
                new DicomXmlSerializerOptions { WriteIndented = true });
            
            // Save DICOM XML
            string dicomXmlPath = Path.Combine(_outputDirectory, $"{accessionNumber}_dicom.xml");
            await File.WriteAllTextAsync(dicomXmlPath, dicomXml);
            
            // Generate HL7 bridge XML
            var bridge = new DicomHl7Bridge();
            string hl7Xml = bridge.ConvertToHl7CompatibleXml(dicomFilePath);
            
            string hl7XmlPath = Path.Combine(_outputDirectory, $"{accessionNumber}_hl7.xml");
            await File.WriteAllTextAsync(hl7XmlPath, hl7Xml);
            
            // Generate metadata summary for quick lookup
            var summary = GenerateMetadataSummary(dataset, accessionNumber);
            string summaryPath = Path.Combine(_outputDirectory, $"{accessionNumber}_summary.xml");
            await File.WriteAllTextAsync(summaryPath, summary);
            
            _logger.LogInformation($"Processed DICOM file: {accessionNumber}");
        }
        catch (Exception ex)
        {
            _logger.LogError($"Failed to process {dicomFilePath}: {ex.Message}");
            throw;
        }
    }

    private string GenerateMetadataSummary(DicomDataset dataset, string accessionNumber)
    {
        var summary = new XElement("DicomMetadataSummary",
            new XAttribute("timestamp", DateTime.UtcNow.ToString("O")),
            
            new XElement("Identifiers",
                new XElement("AccessionNumber", accessionNumber),
                new XElement("StudyInstanceUID", dataset.GetString(DicomTag.StudyInstanceUID)),
                new XElement("SeriesInstanceUID", dataset.GetString(DicomTag.SeriesInstanceUID)),
                new XElement("SOPInstanceUID", dataset.GetString(DicomTag.SOPInstanceUID))
            ),
            
            new XElement("Patient",
                new XElement("ID", dataset.GetString(DicomTag.PatientID)),
                new XElement("Name", dataset.GetString(DicomTag.PatientName)),
                new XElement("BirthDate", dataset.GetString(DicomTag.PatientBirthDate)),
                new XElement("Sex", dataset.GetString(DicomTag.PatientSex))
            ),
            
            new XElement("Study",
                new XElement("Date", dataset.GetString(DicomTag.StudyDate)),
                new XElement("Time", dataset.GetString(DicomTag.StudyTime)),
                new XElement("Description", dataset.GetString(DicomTag.StudyDescription)),
                new XElement("ReferringPhysician", dataset.GetString(DicomTag.ReferringPhysicianName))
            ),
            
            new XElement("Series",
                new XElement("Modality", dataset.GetString(DicomTag.Modality)),
                new XElement("Description", dataset.GetString(DicomTag.SeriesDescription)),
                new XElement("BodyPart", dataset.GetString(DicomTag.BodyPartExamined))
            ),
            
            new XElement("Equipment",
                new XElement("Manufacturer", dataset.GetString(DicomTag.Manufacturer)),
                new XElement("Model", dataset.GetString(DicomTag.ManufacturerModelName)),
                new XElement("StationName", dataset.GetString(DicomTag.StationName)),
                new XElement("Institution", dataset.GetString(DicomTag.InstitutionName))
            )
        );
        
        return summary.ToString();
    }
}

企业移民的Batch处理

处理大规模DICOM到XML转换系统迁移:

public class EnterpriseMigrationService
{
    public async Task MigrateDicomArchiveToXml(
        string sourceDirectory,
        string targetDirectory,
        int maxParallelism = 4)
    {
        Directory.CreateDirectory(targetDirectory);
        
        var dicomFiles = Directory.GetFiles(sourceDirectory, "*.dcm", SearchOption.AllDirectories);
        
        var semaphore = new SemaphoreSlim(maxParallelism);
        var tasks = new List<Task>();
        var progress = 0;
        var total = dicomFiles.Length;

        foreach (var filePath in dicomFiles)
        {
            await semaphore.WaitAsync();
            
            tasks.Add(Task.Run(async () =>
            {
                try
                {
                    await ConvertSingleFile(filePath, sourceDirectory, targetDirectory);
                    
                    var current = Interlocked.Increment(ref progress);
                    if (current % 100 == 0)
                    {
                        Console.WriteLine($"Progress: {current}/{total} files processed");
                    }
                }
                finally
                {
                    semaphore.Release();
                }
            }));
        }

        await Task.WhenAll(tasks);
        
        Console.WriteLine($"Migration complete: {total} files processed");
    }

    private async Task ConvertSingleFile(
        string sourcePath, 
        string sourceRoot, 
        string targetRoot)
    {
        try
        {
            DicomFile dicomFile = DicomFile.Open(sourcePath);
            
            // Preserve directory structure
            string relativePath = Path.GetRelativePath(sourceRoot, sourcePath);
            string targetPath = Path.Combine(targetRoot, 
                Path.ChangeExtension(relativePath, ".xml"));
            
            Directory.CreateDirectory(Path.GetDirectoryName(targetPath));
            
            var options = new DicomXmlSerializerOptions { WriteIndented = true };
            
            using (var stream = new FileStream(targetPath, FileMode.Create))
            {
                DicomXmlSerializer.Serialize(stream, dicomFile.Dataset, options);
            }
        }
        catch (Exception ex)
        {
            // Log error but continue processing
            await File.AppendAllTextAsync(
                Path.Combine(targetRoot, "errors.log"),
                $"{DateTime.Now}: {sourcePath} - {ex.Message}\n");
        }
    }
}

ASP.NET Core API 为 XML 转换

为 on-demand 转换创建 Web 终点:

[ApiController]
[Route("api/[controller]")]
public class DicomXmlController : ControllerBase
{
    [HttpPost("convert")]
    [Produces("application/xml")]
    public async Task<IActionResult> ConvertToXml(IFormFile file)
    {
        if (file == null || file.Length == 0)
        {
            return BadRequest("No DICOM file provided");
        }

        var tempPath = Path.GetTempFileName();
        try
        {
            using (var stream = new FileStream(tempPath, FileMode.Create))
            {
                await file.CopyToAsync(stream);
            }

            DicomFile dicomFile = DicomFile.Open(tempPath);
            
            var options = new DicomXmlSerializerOptions { WriteIndented = true };
            string xml = DicomXmlSerializer.Serialize(dicomFile.Dataset, options);

            return Content(xml, "application/xml");
        }
        finally
        {
            System.IO.File.Delete(tempPath);
        }
    }

    [HttpPost("to-hl7")]
    [Produces("application/xml")]
    public async Task<IActionResult> ConvertToHl7(IFormFile file)
    {
        if (file == null || file.Length == 0)
        {
            return BadRequest("No DICOM file provided");
        }

        var tempPath = Path.GetTempFileName();
        try
        {
            using (var stream = new FileStream(tempPath, FileMode.Create))
            {
                await file.CopyToAsync(stream);
            }

            var bridge = new DicomHl7Bridge();
            string hl7Xml = bridge.ConvertToHl7CompatibleXml(tempPath);

            return Content(hl7Xml, "application/xml");
        }
        finally
        {
            System.IO.File.Delete(tempPath);
        }
    }

    [HttpPost("from-xml")]
    public async Task<IActionResult> ConvertFromXml()
    {
        using var reader = new StreamReader(Request.Body);
        string xml = await reader.ReadToEndAsync();

        try
        {
            DicomDataset dataset = DicomXmlSerializer.Deserialize(xml);
            DicomFile dicomFile = new DicomFile(dataset);

            var memoryStream = new MemoryStream();
            dicomFile.Save(memoryStream);
            memoryStream.Position = 0;

            return File(memoryStream, "application/dicom", "converted.dcm");
        }
        catch (Exception ex)
        {
            return BadRequest($"Invalid XML: {ex.Message}");
        }
    }
}

XML 验证与图表

对定制方案进行转换的 XML 验证:

using System.Xml;
using System.Xml.Schema;

public class DicomXmlValidator
{
    private readonly XmlSchemaSet _schemaSet;
    private readonly List<string> _validationErrors;

    public DicomXmlValidator(string schemaPath)
    {
        _schemaSet = new XmlSchemaSet();
        _schemaSet.Add(null, schemaPath);
        _validationErrors = new List<string>();
    }

    public bool ValidateXml(string xml, out List<string> errors)
    {
        _validationErrors.Clear();
        
        var settings = new XmlReaderSettings
        {
            ValidationType = ValidationType.Schema,
            Schemas = _schemaSet
        };
        
        settings.ValidationEventHandler += (sender, e) =>
        {
            _validationErrors.Add($"{e.Severity}: {e.Message}");
        };

        try
        {
            using (var stringReader = new StringReader(xml))
            using (var xmlReader = XmlReader.Create(stringReader, settings))
            {
                while (xmlReader.Read()) { }
            }
        }
        catch (XmlException ex)
        {
            _validationErrors.Add($"XML Error: {ex.Message}");
        }

        errors = new List<string>(_validationErrors);
        return errors.Count == 0;
    }
}

最佳实践

当将 DICOM 转换为 XML 用于医疗保健集成时:

  • 保留编码:确保字符编号正确处理,特别是国际病人名称
  • 交易二进制数据:大像素数据应以外部引用而不是嵌入到XML
  • ** 验证输出**:用于关键集成点使用 XML 图表认证
  • 考虑性能:用于大档案,使用流动序列化和平行处理
  • 文档地图:保持DICOM标签如何在您的XML结构中清晰的文件

结论

将 DICOM 文件转换为 XML 可与企业医疗保健系统、HL7 消息和遗产应用进行集成. Aspose.Medical for .NET 提供强大的序列化能力,支持环游转型,确保格式转型的数据完整性. 无论您是构建整合桥梁、迁移数据或连接到医院信息系统,这些 XML 的转变技术都为健康护理互动提供了坚实的基础。

有关 DICOM XML 序列化的更多信息,请参阅 ASPOSE.医学文档.

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