Question

在做了一些研究之后，我达到了这一点，我决定在这里征求意见，因为我不知道如何处理。

问题：

我有一组RR（IBI）数据

示例：[679, 686, 650...]

如何将此转换为心率？

我的研究：

http://www.meddean.luc.edu/lumen/meded/medicine/skills/ekg/les1prnt.htm
github上的Vairous libs但JS上没有，或者我可以移植到JS

我的做法当然是有缺陷的：

for (const ibiInMilliseconds of eventJSONObject.DeviceLog["R-R"].Data) {
      ibiBuffer.push(ibiInMilliseconds);
      const ibiBufferTotal = ibiBuffer.reduce((a, b) => a + b, 0);
      // If adding the ibi to the start of the activity is greater or equal to 2.5 second then empty the buffer there
      if ((lastDate.getTime() + ibiBufferTotal) >= lastDate.getTime() + 2500) {
        const average = ibiBuffer.reduce((total, ibi) => {
          return total + ibi;
        }) / ibiBuffer.length;

        const avg = 1000 * 60 / average; 
        // I save this avg to a 1s list but it's very error prone


        ibiBuffer = [];
        lastDate = new Date(lastDate.getTime() + ibiBufferTotal);
      }
    }

我会感谢任何形式的帮助或指示。

Answer 1

我认为它实际上更容易：

 const hearbeats = [];

 let beatCount = 0;
 let time = 0;
 for(const ibi of ibis){
   time += ibi;
   beatCount++;
   if(time > 60 * 1000){
     hearbeats.push(beatCount);
     beatCount = time = 0;
   }
 }

（免责声明：我不知道我在说什么）

Answer 2

到目前为止，我从@jonas W采用的修复时间和转换为bpm（心率）

/**
   * Returns an Map of elapsed time and HR from RR data
   * @param rr
   * @param {number} sampleRateInSeconds
   * @return {number[]}
   */
  private static getHRFromRR(rr, sampleRateInSeconds?: number, smoothByAvg?: boolean): Map<number, number> {
    sampleRateInSeconds = sampleRateInSeconds || 10; // Use any second number
    const limit = sampleRateInSeconds * 1000;
    let totalTime = 0;
    let rrBuffer = [];
    return rr.reduce((hr, d) => {
      // add it to the buffer
      rrBuffer.push(d);
      // Increase total time
      totalTime += d;
      // Check if buffer is full
      const time = rrBuffer.reduce((a, b) => a + b, 0); // gets the sum of the buffer [300+600 etc]
      if (time >= limit) {
        if (smoothByAvg) {
          // @todo implement
        } else {
          hr.set(totalTime, rrBuffer.length * 60 / (time / 1000)); // convert to bpm
        }
        rrBuffer = [];
      }
      return hr;
    }, new Map());
  }

Answer 3

经过大量时间测试后，正确的答案是：

/** 
   * Converts the RR array to HR instantaneus (what user sees) 
   * @param rrData 
   * @return {any} 
   */ 
  public static convertRRtoHR(rrData): Map<number, number> { 
    let totalTime = 0; 
    return rrData.reduce((hrDataMap: Map<number, number>, rr) => { 
      totalTime += rr; 
      hrDataMap.set(totalTime, Math.round(60000 / rr)); 
      return hrDataMap; 
    }, new Map()); 
  }

如何在Javascript中将RR（IBI）数据转换为心率

3 个答案: