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高频状态下，取值心率低于高频最小值阀值，则需要取最大值进行计算。刚好跟大于高频最大值阀值刚好相反

datasub12_fetal_heart_rate_1
H Vs vor 3 Tagen
Ursprung
6d6a14ddd3
Commit
8756121324
2 geänderte Dateien mit 124 neuen und 117 gelöschten Zeilen
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  1. +76
    -111
      HealthMonitor.Service/Resolver/PregnancyHeartRateResolver.cs
  2. +48
    -6
      HealthMonitor.WebApi/Worker.cs

+ 76
- 111
HealthMonitor.Service/Resolver/PregnancyHeartRateResolver.cs Datei anzeigen

@@ -440,17 +440,21 @@ namespace HealthMonitor.Service.Resolver
// 判断是否够highFreqSampleTimes,540s
if (ts < highFreqSampleTimes)
{
/// 不够10分钟最近12个数据的最小值生成胎心值
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");
/// 不够10分钟最近12个数据生成胎心值
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);

heartRate.HeartRate = selectedHrValue;
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据中取 {heartRate.HeartRate} 生成胎心值");

heartRate.LastUpdate = lastFreqHr.LastUpdate;
}
else
{
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
/// 超过10分钟最近12个数据的最小值生成胎心值
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");

/// 超过10分钟最近12个数据生成胎心值
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
heartRate.HeartRate = selectedHrValue;
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据中取 {heartRate.HeartRate} 生成胎心值");
}
_logger.LogInformation($"{heartRate.Serialno} 高频数据触发连续12个值都是正常的的高频心率处理");
await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR,highFreqSampleTimes ,upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd);
@@ -487,7 +491,8 @@ namespace HealthMonitor.Service.Resolver
var lastPhr = phr.OrderByDescending(i => i.LastUpdate)
.Where(i => i.LastUpdate >= phrFreqstatus?.LastUpdate)
.Skip(1) // 去除首条
.Where(i => i.PregnancyHeartRate < triggerHighFreqLow || i.PregnancyHeartRate > triggerHighFreqHigh);
.Where(i => i.PregnancyHeartRate < triggerHighFreqLow || i.PregnancyHeartRate > triggerHighFreqHigh)
.ToList();
//.Select(i => i.PregnancyHeartRate);
//.Average();

@@ -510,17 +515,19 @@ namespace HealthMonitor.Service.Resolver
// 判断是否够highFreqSampleTimes,540s
if (ts < highFreqSampleTimes)
{
/// 不够10分钟最近12个数据的最小值生成胎心值
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");
/// 不够10分钟最近12个数据生成胎心值
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
heartRate.HeartRate = selectedHrValue;
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据中取 {heartRate.HeartRate} 生成胎心值");
heartRate.LastUpdate = lastFreqHr.LastUpdate;
}
else
{
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
/// 超过10分钟最近12个数据的最小值生成胎心值
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
heartRate.HeartRate = selectedHrValue;
/// 超过10分钟最近12个数据生成胎心值
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据中取 {heartRate.HeartRate} 生成胎心值");
}
_logger.LogInformation($"{heartRate.Serialno} 高频结束后的highFreqSampleTimes=0的高频心率处理");
await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, highFreqSampleTimes, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd);
@@ -560,7 +567,7 @@ namespace HealthMonitor.Service.Resolver
// 判断是否够highFreqSampleTimes,540s
var lastPhr = filterPhr
.OrderByDescending(i => i.LastUpdate)
.Take(stopHighFreqSampleCount);
.Take(stopHighFreqSampleCount).ToList();

// 最后一条高频心率
var lastFreqHr = lastPhr.First();
@@ -569,17 +576,19 @@ namespace HealthMonitor.Service.Resolver
if (ts < highFreqSampleTimes)
{
/// 不够10分钟最近12个数据的最小值生成胎心值
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");
/// 不够10分钟最近12个数据的成胎心值
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
heartRate.HeartRate = selectedHrValue;
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据中取 {heartRate.HeartRate} 生成胎心值");
heartRate.LastUpdate = lastFreqHr.LastUpdate;
}
else
{
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
/// 超过10分钟最近12个数据的最小值生成胎心值
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
heartRate.HeartRate = selectedHrValue;
/// 超过10分钟最近12个数据的生成胎心值
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据的中取 {heartRate.HeartRate} 生成胎心值");
}
_logger.LogInformation($"{heartRate.Serialno} 高频结束后的在highFreqSampleTimes>0 正常心率（通常情况）触发的高频心率处理");
await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, highFreqSampleTimes, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd);
@@ -612,21 +621,7 @@ namespace HealthMonitor.Service.Resolver
.OrderByDescending(i => i.LastUpdate);
// 取得高频数据
var freqCollection = phrFlashBack.ToList();
//var freqCollection = new List<PregnancyHeartRateModel>();
//PregnancyHeartRateModel? previousItem = null;

//foreach (var item in phrFlashBack)
//{
// if (previousItem != null)
// {
// var timeNextDiff = (previousItem!.LastUpdate - item.LastUpdate).TotalSeconds;
// if (timeNextDiff <= highFreqSampleInterval)
// {
// freqCollection.Add(item);
// }
// }
// previousItem = item;
//}

_logger.LogInformation($"{heartRate.Serialno} 高频数据个数{freqCollection.Count},触发高频开始时间{phrFreqstatus!.LastUpdate}");
if (freqCollection.Count > stopHighFreqSampleCount)
@@ -644,24 +639,27 @@ namespace HealthMonitor.Service.Resolver
// 判断是否够highFreqSampleTimes,540s
var lastPhr = freqCollection
.OrderByDescending(i => i.LastUpdate)
.Take(stopHighFreqSampleCount);
.Take(stopHighFreqSampleCount)
.ToList();
// 最后一条高频心率
var lastFreqHr = lastPhr.First();

var ts = DateTimeUtil.GetTimeDifferenceInSeconds((DateTime)lastFreqHr.LastUpdate!, phrFreqstatus!.LastUpdate);
if (ts < highFreqSampleTimes)
{
/// 不够10分钟最近12个数据的最小值生成胎心值
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");
/// 不够10分钟最近12个数据生成胎心值
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
heartRate.HeartRate = selectedHrValue;
_logger.LogInformation($"{heartRate.Serialno} 不够10分钟最近12个数据中取 {heartRate.HeartRate} 生成胎心值");
heartRate.LastUpdate = lastFreqHr.LastUpdate;
}
else
{
heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
/// 超过10分钟最近12个数据的最小值生成胎心值
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据的最小值 {heartRate.HeartRate} 生成胎心值");
int selectedHrValue = SelectValueFromFreqHeartRate(heartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
heartRate.HeartRate = selectedHrValue;
/// 超过10分钟最近12个数据生成胎心值
_logger.LogInformation($"{heartRate.Serialno} 超过10分钟最近12个数据中取 {heartRate.HeartRate} 生成胎心值");
}
_logger.LogInformation($"{heartRate.Serialno} 高频结束后的时间倒序的正常心率触发的高频心率处理");
await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, highFreqSampleTimes, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd);
@@ -769,77 +767,10 @@ namespace HealthMonitor.Service.Resolver
}

}
/// <summary>
/// (逐条计算)常规心率计算胎心数据
/// </summary>
/// <param name="heartRate"></param>
/// <param name="upperAlarmThreshold"></param>
/// <param name="lowerAlarmThreshold"></param>
/// <param name="intervalFHR"></param>
/// <param name="commonPHR"></param>
/// <returns></returns>
/**
private async Task CalculateNormalFetalHeartRateAsync(HisGpsHeartRate heartRate, int upperAlarmThreshold, int lowerAlarmThreshold, int intervalFHR, PregnancyCommonHeartRateModel? commonPHR)
{
// 上15分钟的数据
// 获取当前时间
DateTime nowInterval = (DateTime)heartRate.LastUpdate!;
if (nowInterval.Second > 0)
{
nowInterval = nowInterval.AddMinutes(1);
}
// 计算last_update到上一间隔的分钟数
int minutesToSubtract = nowInterval.Minute % intervalFHR;

// 计算上一间隔的时间
DateTime previousInterval = nowInterval.AddMinutes(-minutesToSubtract).AddSeconds(-nowInterval.Second).AddMilliseconds(-nowInterval.Millisecond);

// 使用 last_update 上一刻
var sampleTimeFHR = DateTimeUtil.ConvertToTimeStamp(previousInterval).ToString();

// 计算last_update到下一间隔的分钟数
int minutesToAdd = intervalFHR - (nowInterval.Minute % intervalFHR);
if (minutesToAdd == intervalFHR)
{
minutesToAdd = 0; // 如果已经是间隔，则不需要增加分钟
}

// 计算下一间隔的时间
DateTime nextInterval = nowInterval.AddMinutes(minutesToAdd)
.AddSeconds(-nowInterval.Second)
.AddMilliseconds(-nowInterval.Millisecond);


var daysPhr = await _serviceTDengine.GetBySerialNoAsync<PregnancyHeartRateModel>(heartRate.Serialno, 7);

var normalPhrStatStartTime = nextInterval.AddMinutes(-intervalFHR);

var normalPhrStatEndTime = nextInterval;

_logger.LogInformation($"{heartRate.Serialno} 计算胎心数据, 周期:{normalPhrStatStartTime}-{normalPhrStatEndTime} ");
var filteredPhr = daysPhr
// 使用 last_update 下一刻
.Where(i => i.LastUpdate <= normalPhrStatEndTime && i.LastUpdate >= normalPhrStatStartTime)
.ToList();
if (filteredPhr.Count == 0)
{
_logger.LogWarning($"{heartRate.Serialno} 周期:{normalPhrStatStartTime}-{normalPhrStatEndTime} 孕妇心率数据不足,{filteredPhr.Count}条记录");
return;
}
var phrValue = filteredPhr.Count == 1
? filteredPhr.First().PregnancyHeartRate
: filteredPhr.Average(i => i.PregnancyHeartRate);

//await SaveAndPushFreqFetalHeartRateAsync(heartRate, commonPHR!, upperAlarmThreshold, lowerAlarmThreshold, phrValue, sampleTimeFHR);
//await SaveAndPushFetalHeartRateAsync(heartRate, commonPHR!, upperAlarmThreshold, lowerAlarmThreshold, phrValue, sampleTimeFHR, normalPhrStatStartTime, normalPhrStatEndTime);
heartRate.HeartRate = (int)phrValue;
//await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR!, upperAlarmThreshold, lowerAlarmThreshold, sampleTimeFHR, normalPhrStatStartTime, normalPhrStatEndTime);
}
*/
/// <summary>
/// 延时计算
/// </summary>
@@ -865,6 +796,40 @@ namespace HealthMonitor.Service.Resolver
_logger.LogInformation($"{heartRate.Serialno}--{heartRate.MessageId} 触发延时计算常规胎心");
}


/// <summary>
/// 从高频心率数据中取心率值计算胎心值
/// </summary>
/// <param name="heartRate"></param>
/// <param name="triggerHighFreqHigh"></param>
/// <param name="triggerHighFreqLow"></param>
/// <param name="lastPhr"></param>
/// <returns></returns>
private int SelectValueFromFreqHeartRate(HisGpsHeartRate heartRate, int triggerHighFreqHigh, int triggerHighFreqLow, List<PregnancyHeartRateModel> lastPhr)
{
// 连续12个心率的值的最小值
var selectedHrValue = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 最近12个数据的最小值 {selectedHrValue}");
/// 高频状态下，取值心率低于高频最小值阀值，则需要取最大值进行计算。刚好跟大于高频最大值阀值刚好相反
if (selectedHrValue < triggerHighFreqLow)
{
// 低于高频最小值阀值，则需要取最大值
var selectedHrMax = lastPhr.Select(i => i.PregnancyHeartRate).Max();
_logger.LogInformation($"{heartRate.Serialno} 最近12个数据的最小值 {selectedHrValue},低于高频最小值阀值 {triggerHighFreqLow},取最近12个数据的最大值{selectedHrMax}作为心率");
selectedHrValue = selectedHrMax;
}

if (selectedHrValue > triggerHighFreqHigh)
{
var selectedHrMin = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 最近12个数据的最小值 {selectedHrValue},低于高频最大值阀值 {triggerHighFreqHigh},最近12个数据的最小值{selectedHrMin}作为心率");
selectedHrValue = selectedHrMin;
}

return selectedHrValue;
}


/// <summary>
/// 高频胎心处理
/// 1. 高频数据触发连续12个值都是正常的的高频心率处理


+ 48
- 6
HealthMonitor.WebApi/Worker.cs Datei anzeigen

@@ -313,6 +313,11 @@ namespace HealthMonitor.WebApi
// 告警下限阀值
var lowerAlarmThreshold = (int)watchConfig["lowerAlarmThreshold"]!;

// 触发高频监测的心率上限值
var triggerHighFreqHigh = (int)watchConfig["triggerHighFreqHigh"]!;
// 触发高频监测的心率下限值
var triggerHighFreqLow = (int)watchConfig["triggerHighFreqLow"]!;

// 高频心率采样间隔 highFreqSampleInterval = highFreqSampleInterval+5,增加5秒兼容(最小highFreqSampleInterval=60)
var highFreqSampleInterval = (int)watchConfig!["highFreqSampleInterval"]! >= 60 ? (int)watchConfig!["highFreqSampleInterval"]! + 5 : 60;

@@ -357,18 +362,24 @@ namespace HealthMonitor.WebApi
var ts = DateTimeUtil.GetTimeDifferenceInSeconds((DateTime)lastFreqHr.LastUpdate!, phrFreqstatus!.LastUpdate);
if (ts < highFreqSampleTimes)
{
triggerHeartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
/// 不够10分钟最近12个数据的最小值生成胎心值
_logger.LogInformation($"{triggerHeartRate.Serialno} 不够10分钟最近12个数据的最小值 {triggerHeartRate.HeartRate} 生成胎心值");
//triggerHeartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
/// 不够10分钟最近12个数据生成胎心值
int selectedHrValue = SelectValueFromFreqHeartRate(triggerHeartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
triggerHeartRate.HeartRate = selectedHrValue;
_logger.LogInformation($"{triggerHeartRate.Serialno} 不够10分钟最近12个数据数据中取 {triggerHeartRate.HeartRate} 生成胎心值");
}
else
{
triggerHeartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
/// 超过10分钟最近12个数据的最小值生成胎心值
_logger.LogInformation($"{triggerHeartRate.Serialno} 超过10分钟最近12个数据的最小值 {triggerHeartRate.HeartRate} 生成胎心值");
//triggerHeartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min();
int selectedHrValue = SelectValueFromFreqHeartRate(triggerHeartRate, triggerHighFreqHigh, triggerHighFreqLow, lastPhr);
triggerHeartRate.HeartRate = selectedHrValue;
/// 超过10分钟最近12个数据生成胎心值
_logger.LogInformation($"{triggerHeartRate.Serialno} 超过10分钟最近12个数据数据中取 {triggerHeartRate.HeartRate} 生成胎心值");
}

triggerHeartRate.LastUpdate = lastFreqHr.LastUpdate;


@@ -1763,6 +1774,37 @@ namespace HealthMonitor.WebApi
}


/// <summary>
/// 从高频心率数据中取心率值计算胎心值
/// </summary>
/// <param name="heartRate"></param>
/// <param name="triggerHighFreqHigh"></param>
/// <param name="triggerHighFreqLow"></param>
/// <param name="lastPhr"></param>
/// <returns></returns>
private int SelectValueFromFreqHeartRate(HisGpsHeartRate heartRate, int triggerHighFreqHigh, int triggerHighFreqLow, List<PregnancyHeartRateModel> lastPhr)
{
// 连续12个心率的值的最小值
var selectedHrValue = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 最近12个数据的最小值 {selectedHrValue}");
/// 高频状态下，取值心率低于高频最小值阀值，则需要取最大值进行计算。刚好跟大于高频最大值阀值刚好相反
if (selectedHrValue < triggerHighFreqLow)
{
// 低于高频最小值阀值，则需要取最大值
var selectedHrMax = lastPhr.Select(i => i.PregnancyHeartRate).Max();
_logger.LogInformation($"{heartRate.Serialno} 最近12个数据的最小值 {selectedHrValue},低于高频最小值阀值 {triggerHighFreqLow},取最近12个数据的最大值{selectedHrMax}作为心率");
selectedHrValue = selectedHrMax;
}

if (selectedHrValue > triggerHighFreqHigh)
{
var selectedHrMin = lastPhr.Select(i => i.PregnancyHeartRate).Min();
_logger.LogInformation($"{heartRate.Serialno} 最近12个数据的最小值 {selectedHrValue},低于高频最大值阀值 {triggerHighFreqHigh},最近12个数据的最小值{selectedHrMin}作为心率");
selectedHrValue = selectedHrMin;
}

return selectedHrValue;
}

/// <summary>
/// 高频胎心处理


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