修改了文件命名规则
优化<ECG的R峰算法定位>的代码
This commit is contained in:
@ -71,12 +71,9 @@ class SettingWindow(QMainWindow):
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Config.update({
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Config.update({
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"Path": {
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"Path": {
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"Input": str((Path(self.root_path) / ConfigParams.PUBLIC_PATH_PSG_TEXT /
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"Input": str((Path(self.root_path) / ConfigParams.PUBLIC_PATH_PSG_TEXT /
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Path(str(self.sampID)) / Path(ConfigParams.DETECT_RPEAK_INPUT_ECG_FILENAME +
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Path(str(self.sampID)))),
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str(Config["InputConfig"]["Freq"]) +
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ConfigParams.ENDSWITH_TXT))),
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"Save": str((Path(self.root_path) / ConfigParams.PUBLIC_PATH_PSG_TEXT /
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"Save": str((Path(self.root_path) / ConfigParams.PUBLIC_PATH_PSG_TEXT /
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Path(str(self.sampID)) / Path(ConfigParams.DETECT_RPEAK_SAVE_FILENAME +
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Path(str(self.sampID))))
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ConfigParams.ENDSWITH_TXT)))
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}
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}
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})
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})
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@ -107,7 +104,7 @@ class SettingWindow(QMainWindow):
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str((Path(self.root_path) /
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str((Path(self.root_path) /
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ConfigParams.PUBLIC_PATH_PSG_TEXT /
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ConfigParams.PUBLIC_PATH_PSG_TEXT /
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Path(str(self.sampID)) /
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Path(str(self.sampID)) /
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Path(ConfigParams.DETECT_RPEAK_INPUT_ECG_FILENAME +
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Path(ConfigParams.ECG_FILTER +
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str(self.ui.spinBox_input_freq.value()) +
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str(self.ui.spinBox_input_freq.value()) +
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ConfigParams.ENDSWITH_TXT))))
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ConfigParams.ENDSWITH_TXT))))
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@ -261,7 +258,7 @@ class MainWindow_detect_Rpeak(QMainWindow):
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# TODO:获取检测方法的解耦
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# TODO:获取检测方法的解耦
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method_list = get_method()
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method_list = get_method()
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if len(method_list) == 0 or method_list is None:
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if len(method_list) == 0 or method_list is None:
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result = Result().failure(info=Constants.DETECT_RPEAK_LOAD_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Method_Not_Exist"])
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result = Result().failure(info=Constants.DETECT_RPEAK_LOAD_FAILURE + Constants.FAILURE_REASON["Method_Not_Exist"])
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else:
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else:
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result = Result().success(info=Constants.DETECT_RPEAK_LOAD_FINISHED)
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result = Result().success(info=Constants.DETECT_RPEAK_LOAD_FINISHED)
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if not result.status:
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if not result.status:
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@ -291,7 +288,7 @@ class MainWindow_detect_Rpeak(QMainWindow):
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PublicFunc.__disableAllButton__(self, ButtonState)
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PublicFunc.__disableAllButton__(self, ButtonState)
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# 数据预处理
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# 数据预处理
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PublicFunc.progressbar_update(self, 1, 3, Constants.DETECT_RPEAK_PROCESSING_DATA, 0)
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PublicFunc.progressbar_update(self, 1, 3, Constants.PREPROCESSING_DATA, 0)
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result = self.data.preprocess()
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result = self.data.preprocess()
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if not result.status:
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if not result.status:
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PublicFunc.text_output(self.ui, "(1/3)" + result.info, Constants.TIPS_TYPE_ERROR)
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PublicFunc.text_output(self.ui, "(1/3)" + result.info, Constants.TIPS_TYPE_ERROR)
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@ -390,21 +387,35 @@ class Data:
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self.RRIV = None
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self.RRIV = None
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def open_file(self):
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def open_file(self):
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if Path(Config["Path"]["Input"]).is_file():
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Config["Path"]["Input"] = str(Path(Config["Path"]["Input"]).parent)
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if not Path(Config["Path"]["Input"]).exists():
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if not Path(Config["Path"]["Input"]).exists():
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return Result().failure(info=Constants.INPUT_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Data_Path_Not_Exist"])
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return Result().failure(info=Constants.INPUT_FAILURE + Constants.FAILURE_REASON["Path_Not_Exist"])
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result = PublicFunc.examine_file(Config["Path"]["Input"], ConfigParams.ECG_FILTER)
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if result.status:
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Config["Path"]["Input"] = result.data["path"]
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Config["InputConfig"]["Freq"] = result.data["freq"]
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Config["Path"]["Save"] = str(
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Path(Config["Path"]["Save"]) / Path(ConfigParams.RPEAK_FINAL + str(Config["InputConfig"]["Freq"]) + ConfigParams.ENDSWITH_TXT))
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else:
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return result
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try:
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try:
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self.raw_data = read_csv(Config["Path"]["Input"],
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self.raw_data = read_csv(Config["Path"]["Input"],
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encoding=ConfigParams.UTF8_ENCODING,
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encoding=ConfigParams.UTF8_ENCODING,
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header=None).to_numpy().reshape(-1)
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header=None).to_numpy().reshape(-1)
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except Exception as e:
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except Exception as e:
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return Result().failure(info=Constants.INPUT_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Read_Data_Exception"] + "\n" + format_exc())
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return Result().failure(info=Constants.INPUT_FAILURE +
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Constants.FAILURE_REASON["Read_Data_Exception"] + "\n" + format_exc())
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return Result().success(info=Constants.INPUT_FINISHED)
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return Result().success(info=Constants.INPUT_FINISHED)
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def preprocess(self):
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def preprocess(self):
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if self.raw_data is None:
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if self.raw_data is None:
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return Result().failure(info=Constants.DETECT_RPEAK_PROCESS_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Raw_Data_Not_Exist"])
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return Result().failure(info=Constants.PREPROCESS_FAILURE +
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Constants.FAILURE_REASON["Data_Not_Exist"])
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try:
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try:
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self.processed_data = preprocess(self.raw_data,
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self.processed_data = preprocess(self.raw_data,
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@ -412,13 +423,15 @@ class Data:
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Config["Filter"]["BandPassLow"],
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Config["Filter"]["BandPassLow"],
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Config["Filter"]["BandPassHigh"])
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Config["Filter"]["BandPassHigh"])
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except Exception as e:
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except Exception as e:
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return Result().failure(info=Constants.DETECT_RPEAK_PROCESS_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Filter_Exception"] + "\n" + format_exc())
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return Result().failure(info=Constants.PREPROCESS_FAILURE +
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Constants.FAILURE_REASON["Preprocess_Exception"] + "\n" + format_exc())
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return Result().success(info=Constants.DETECT_RPEAK_PROCESS_FINISHED)
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return Result().success(info=Constants.PREPROCESS_FINISHED)
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def predict_Rpeak(self):
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def predict_Rpeak(self):
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if self.processed_data is None:
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if self.processed_data is None:
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return Result().failure(info=Constants.DETECT_RPEAK_PREDICT_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Processed_Data_Not_Exist"])
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return Result().failure(info=Constants.DETECT_RPEAK_PREDICT_FAILURE +
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Constants.FAILURE_REASON["Data_Not_Exist"])
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try:
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try:
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self.peak, self.interval, self.RRIV = Rpeak_Detection(self.processed_data,
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self.peak, self.interval, self.RRIV = Rpeak_Detection(self.processed_data,
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@ -426,18 +439,20 @@ class Data:
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Config["PeaksValue"],
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Config["PeaksValue"],
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Config["DetectMethod"])
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Config["DetectMethod"])
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except Exception as e:
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except Exception as e:
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return Result().failure(info=Constants.DETECT_RPEAK_PREDICT_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Predict_Exception"] + "\n" + format_exc())
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return Result().failure(info=Constants.DETECT_RPEAK_PREDICT_FAILURE +
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Constants.FAILURE_REASON["Predict_Exception"] + "\n" + format_exc())
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return Result().success(info=Constants.DETECT_RPEAK_PREDICT_FINISHED)
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return Result().success(info=Constants.DETECT_RPEAK_PREDICT_FINISHED)
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def save(self, chunk):
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def save(self, chunk):
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if self.peak is None:
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if self.peak is None:
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return Result().failure(info=Constants.SAVING_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Peak_Not_Exist"])
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return Result().failure(info=Constants.SAVING_FAILURE + Constants.FAILURE_REASON["Data_Not_Exist"])
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try:
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try:
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chunk.to_csv(Config["Path"]["Save"], mode='a', index=False, header=False)
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chunk.to_csv(Config["Path"]["Save"], mode='a', index=False, header=False)
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except Exception as e:
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except Exception as e:
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return Result().failure(info=Constants.SAVING_FAILURE + Constants.DETECT_RPEAK_FAILURE_REASON["Save_Exception"] + "\n" + format_exc())
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return Result().failure(info=Constants.SAVING_FAILURE +
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Constants.FAILURE_REASON["Save_Exception"] + "\n" + format_exc())
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return Result().success(info=Constants.SAVING_FINISHED)
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return Result().success(info=Constants.SAVING_FINISHED)
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@ -36,7 +36,10 @@ class ConfigParams:
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BCG_FILTER: str = "BCG_Filter_"
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BCG_FILTER: str = "BCG_Filter_"
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ECG_FILTER: str = "ECG_Filter_"
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ECG_FILTER: str = "ECG_Filter_"
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JPEAK_REVISE: str = "JPeak_revise_"
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JPEAK_REVISE: str = "Jpeak_revise_"
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RPEAK_FINAL: str = "Rpeak_final_"
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JPEAK_REVISE_CORRECTED: str = "Jpeak_revise_corrected_"
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RPEAK_FINAL_CORRECTED: str = "Rpeak_final_corrected_"
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@ -119,6 +119,36 @@ class Constants:
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DETECT_JPEAK_PLOT_LABEL_J_PEAKS: str = "J_Peaks"
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DETECT_JPEAK_PLOT_LABEL_J_PEAKS: str = "J_Peaks"
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DETECT_JPEAK_PLOT_LABEL_INTERVAL: str = "Interval"
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DETECT_JPEAK_PLOT_LABEL_INTERVAL: str = "Interval"
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# ECG的R峰算法定位
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DETECT_RPEAK_LOADING_METHOD: str = "正在读取方法"
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DETECT_RPEAK_LOAD_FINISHED: str = "读取完成"
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DETECT_RPEAK_LOAD_FAILURE: str = "读取失败"
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DETECT_RPEAK_PREDICTING_PEAK: str = "正在预测峰值"
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DETECT_RPEAK_PREDICT_FINISHED: str = "预测完成"
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DETECT_RPEAK_PREDICT_FAILURE: str = "预测失败"
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DETECT_RPEAK_FAILURE_REASON = {
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"Data_Path_Not_Exist": "(数据路径不存在)",
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"Read_Data_Exception": "(读取数据异常)",
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"Method_Not_Exist": "(检测方法不存在)",
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"Read_Method_Exception": "(读取方法异常)",
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"Predict_Exception": "(峰值预测异常)",
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"Raw_Data_Not_Exist": "(原始数据不存在)",
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"Filter_Exception": "(滤波器异常)",
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"Processed_Data_Not_Exist": "(处理后数据不存在)",
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"Peak_Not_Exist": "(预测的峰值不存在)",
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"Save_Exception": "(保存异常)"
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}
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DETECT_RPEAK_DATA_LENGTH_POINTS: str = "数据长度(点数):"
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DETECT_RPEAK_DURATION_MIN: str = "数据时长(分钟):"
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DETECT_RPEAK_PEAK_AMOUNT: str = "R峰个数:"
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DETECT_RPEAK_PLOT_LABEL_RRIV: str = "RRIV"
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DETECT_RPEAK_PLOT_LABEL_ECG: str = "ECG"
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DETECT_RPEAK_PLOT_LABEL_R_PEAKS: str = "R_Peaks"
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DETECT_RPEAK_PLOT_LABEL_INTERVAL: str = "Interval"
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# 数据粗同步
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# 数据粗同步
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APPROXIMATELY_ONLY_ALIGN_RESAMPLING: str = "正在仅重采样"
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APPROXIMATELY_ONLY_ALIGN_RESAMPLING: str = "正在仅重采样"
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APPROXIMATELY_ONLY_ALIGN_RESAMPLE_FINISHED: str = "仅重采样完成"
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APPROXIMATELY_ONLY_ALIGN_RESAMPLE_FINISHED: str = "仅重采样完成"
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@ -181,41 +211,6 @@ class Constants:
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"Save_Exception": "(保存异常)"
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"Save_Exception": "(保存异常)"
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}
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}
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# ECG的R峰算法定位
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DETECT_RPEAK_LOADING_METHOD: str = "正在读取方法"
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DETECT_RPEAK_LOAD_FINISHED: str = "读取完成"
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DETECT_RPEAK_LOAD_FAILURE: str = "读取失败"
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DETECT_RPEAK_PROCESSING_DATA: str = "正在处理数据"
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DETECT_RPEAK_PROCESS_FINISHED: str = "处理完成"
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DETECT_RPEAK_PROCESS_FAILURE: str = "处理失败"
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DETECT_RPEAK_PREDICTING_PEAK: str = "正在预测峰值"
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DETECT_RPEAK_PREDICT_FINISHED: str = "预测完成"
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DETECT_RPEAK_PREDICT_FAILURE: str = "预测失败"
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DETECT_RPEAK_FAILURE_REASON = {
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"Data_Path_Not_Exist": "(数据路径不存在)",
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"Read_Data_Exception": "(读取数据异常)",
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"Method_Not_Exist": "(检测方法不存在)",
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"Read_Method_Exception": "(读取方法异常)",
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"Predict_Exception": "(峰值预测异常)",
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"Raw_Data_Not_Exist": "(原始数据不存在)",
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"Filter_Exception": "(滤波器异常)",
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"Processed_Data_Not_Exist": "(处理后数据不存在)",
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"Peak_Not_Exist": "(预测的峰值不存在)",
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"Save_Exception": "(保存异常)"
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}
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DETECT_RPEAK_DATA_LENGTH_POINTS: str = "数据长度(点数):"
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DETECT_RPEAK_DURATION_MIN: str = "数据时长(分钟):"
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DETECT_RPEAK_PEAK_AMOUNT: str = "R峰个数:"
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DETECT_RPEAK_PLOT_LABEL_RRIV: str = "RRIV"
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DETECT_RPEAK_PLOT_LABEL_ECG: str = "ECG"
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DETECT_RPEAK_PLOT_LABEL_R_PEAKS: str = "R_Peaks"
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DETECT_RPEAK_PLOT_LABEL_INTERVAL: str = "Interval"
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# 人工纠正
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# 人工纠正
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LABEL_CHECK_PROCESSING_DATA: str = "正在处理数据"
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LABEL_CHECK_PROCESSING_DATA: str = "正在处理数据"
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LABEL_CHECK_PROCESS_FINISHED: str = "处理完成"
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LABEL_CHECK_PROCESS_FINISHED: str = "处理完成"
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@ -24,8 +24,8 @@
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.../OrgBCG_Text/<sampID>
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.../OrgBCG_Text/<sampID>
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|-OrgBCG_Raw_采样率.txt
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|-OrgBCG_Raw_采样率.txt
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|-BCG_Filter_采样率.txt
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|-BCG_Filter_采样率.txt
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|-JPeak_revise_采样率.txt
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|-Jpeak_revise_采样率.txt
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|-JPeak_revise_corrected_采样率.txt
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|-Jpeak_revise_corrected_采样率.txt
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.../OrgBCG_Origin/<sampID>
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.../OrgBCG_Origin/<sampID>
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|-...
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|-...
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.../PSG_Aligned/<sampID>
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.../PSG_Aligned/<sampID>
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@ -118,7 +118,7 @@
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输出:
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输出:
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算法定位的J峰坐标:`./OrgBCG_Text/<sampID>/JPeak_revise_采样率.txt`
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算法定位的J峰坐标:`./OrgBCG_Text/<sampID>/Jpeak_revise_采样率.txt`
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#### 3.2 人工纠正
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#### 3.2 人工纠正
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@ -147,13 +147,13 @@
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带通滤波BCG信号:`./OrgBCG_Text/<sampID>/BCG_Filter_采样率.txt`
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带通滤波BCG信号:`./OrgBCG_Text/<sampID>/BCG_Filter_采样率.txt`
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算法定位的J峰坐标:`./OrgBCG_Text/<sampID>/JPeak_revise_采样率.txt`
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算法定位的J峰坐标:`./OrgBCG_Text/<sampID>/Jpeak_revise_采样率.txt`
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粗同步后的位置索引:`./Label/<sampID>/Approximately_Align_Info.csv`
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粗同步后的位置索引:`./Label/<sampID>/Approximately_Align_Info.csv`
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输出:
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输出:
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人工纠正后的J峰坐标:`./OrgBCG_Text/<sampID>/JPeak_revise_corrected_采样率.txt`
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人工纠正后的J峰坐标:`./OrgBCG_Text/<sampID>/Jpeak_revise_corrected_采样率.txt`
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#### 3.3 数据片段起止对齐、数据采样率同步
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#### 3.3 数据片段起止对齐、数据采样率同步
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@ -167,7 +167,7 @@
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带通滤波BCG信号:`./OrgBCG_Text/<sampID>/BCG_Filter_采样率.txt`
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带通滤波BCG信号:`./OrgBCG_Text/<sampID>/BCG_Filter_采样率.txt`
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人工纠正后的J峰坐标:`./OrgBCG_Text/<sampID>/JPeak_revise_corrected_采样率.txt`
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人工纠正后的J峰坐标:`./OrgBCG_Text/<sampID>/Jpeak_revise_corrected_采样率.txt`
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原始orgBcg信号:`./OrgBCG_Text/<sampID>/OrgBCG_Raw_采样率.txt`
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原始orgBcg信号:`./OrgBCG_Text/<sampID>/OrgBCG_Raw_采样率.txt`
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Reference in New Issue
Block a user