private DrugSuggestionInputModel PrepareDrugSuggestionInput(MedicalEntityResponse entityResponse, PatientDto patientDto)
{
var modelResult = new DrugSuggestionInputModel();
foreach (var item in entityResponse.MedicalConditions)
{
if (item.Text.Equals("fever", StringComparison.OrdinalIgnoreCase))
{
modelResult.Fever = true;
}
if (item.Text.Equals("vomiting", StringComparison.OrdinalIgnoreCase) || item.Text.Equals("vomite", StringComparison.OrdinalIgnoreCase))
{
modelResult.Vomiting = true;
}
if (item.Text.Equals("headache", StringComparison.OrdinalIgnoreCase) ||
item.Text.Equals("head ache", StringComparison.OrdinalIgnoreCase))
{
modelResult.Headache = true;
}
if (item.Text.Equals("diarrhea", StringComparison.OrdinalIgnoreCase))
{
modelResult.Diarrhea = true;
}
}
modelResult.Age = patientDto?.Age;
modelResult.Weight = patientDto?.Weight;
return(modelResult);
}
private MedicalEntityResponse ParseEntities(List <Entity> awsEntities, MedicalEntityResponse response)
{
var medicationEntities = new List <MedicationEntity>();
var medicalConditions = new List <MedicalConditionEntity>();
var anatomyList = new List <AnatomyEntity>();
foreach (var entity in awsEntities)
{
if (entity.Category == EntityType.MEDICAL_CONDITION)
{
var medicacCondition = GetMedicalConditionEntity(entity);
medicalConditions.Add(medicacCondition);
}
else if (entity.Category == EntityType.MEDICATION)
{
var medicalEntity = GetMedicationEntity(entity);
medicationEntities.Add(medicalEntity);
}
else if (entity.Category == EntityType.ANATOMY)
{
anatomyList.Add(GetAnatomyEntity(entity));
}
}
response.Medications = medicationEntities;
response.MedicalConditions = medicalConditions;
response.AnatomyList = anatomyList;
return(response);
}
public async Task <List <MedicationEntity> > GetMedicineSuggestions(string externalPatientId, MedicalEntityResponse entityResponse)
{
var responseEntity = new MedicalEntityResponse();
try
{
//get patient demographic information
var patientInfo = await _patientService.Get(externalPatientId);
var inputAI = PrepareDrugSuggestionInput(entityResponse, patientInfo);
if (_rootConfiguration.AWSAIServiceEnabled)
{
var responseAI = await InvokeAIServiceAsync(inputAI);
if (responseAI.IsSuccess != true)
{
return(null);
}
//convert to medicine list
var(medicineList1, rawList1) = GetMedicineList(responseAI.RawResult);
return(medicineList1);
}
else
{
var tempdata1 = await LoadSampleResponseFromFile();
var(medicineList1, rawList1) = GetMedicineList(tempdata1);
return(medicineList1);
}
//-----
// var tempdata = await LoadSampleResponseFromFile();
// // var tempresult = JsonConvert.DeserializeObject<MLServiceResponse>(tempdata);
// var response = await InvokeAIServiceAsync(inputAI);
// if (response.IsSuccess != true) return null;
// //convert to medicine list
//// var (medicineList, rawList) = GetMedicineList(response.RawResult);
// var (medicineList, rawList) = GetMedicineList(tempdata);
// return medicineList;
}
catch (Exception ex)
{
throw;
}
}
public async Task <MedicalEntityResponse> ExtractMedicalEntitiesAsync(string clinicalNotes)
{
MedicalEntityResponse response = new MedicalEntityResponse();
DetectEntitiesV2Response result = null;
try
{
if (_rootConfiguration.AWSAIServiceEnabled)
{
result = await ExtractMedicalEntitiesAWS(clinicalNotes);
}
else
{
result = await ExtractMedicalEntitiesMock(clinicalNotes);
}
//
if (result.HttpStatusCode != HttpStatusCode.OK)
{
response.IsError = true;
response.StatusCode = (int)result.HttpStatusCode;
return(response);
}
ParseEntities(result.Entities, response);
return(response);
}
catch (Exception)
{
throw;
}
// var result = await ExtractMedicalEntitiesAWS(clinicalNotes);
//var result = await ExtractMedicalEntitiesMock(clinicalNotes);
//if (result.StatusCode != 200)
//{
// return result;
//}
////parse the response and convert into custom entity model
//result.Medications = result.Medications ?? new List<MedicationEntity>();
//result.Medications = GetMeidcationEntities(result)
//return result;
}
public async Task <MedicalEntityResponse> ExtractMedicalEntitiesV1Async(string externalPatientId, string clinicalNotes)
{
MedicalEntityResponse response = new MedicalEntityResponse();
try
{
// var result = await ExtractMedicalEntitiesAWS(clinicalNotes);
var result = await ExtractMedicalEntitiesMock(clinicalNotes);
if (result.HttpStatusCode != HttpStatusCode.OK)
{
response.IsError = true;
response.StatusCode = (int)result.HttpStatusCode;
return(response);
}
ParseEntities(result.Entities, response);
return(response);
}
catch (Exception)
{
throw;
}
// var result = await ExtractMedicalEntitiesAWS(clinicalNotes);
//var result = await ExtractMedicalEntitiesMock(clinicalNotes);
//if (result.StatusCode != 200)
//{
// return result;
//}
////parse the response and convert into custom entity model
//result.Medications = result.Medications ?? new List<MedicationEntity>();
//result.Medications = GetMeidcationEntities(result)
//return result;
}