1、完成了<数据精对齐>的所有代码,修复了部分内容

2、新增命名规范
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2025-05-08 19:53:01 +08:00
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# 文件命名规范
### 1 数据粗同步
输入:
原始orgBcg信号`./OrgBCG_Text/<sampID>/orgBcg_Raw_采样率.txt`
原始PSG信号`./PSG_Text/<sampID>/Axxxxxxx.edf`
输出:
粗同步后的位置索引:`./Sync_Index/<sampID>/Approximately_Align_Info.csv`
### 2 预处理
输入:
原始orgBcg信号`./OrgBCG_Text/<sampID>/orgBcg_Raw_采样率.txt`
原始ECG信号`./PSG_Text/<sampID>/ECG I_采样率.txt`
输出:
带通滤波BCG信号`./OrgBCG_Text/<sampID>/BCG_Raw_采样率.txt`
滤波后的ECG信号`./PSG_Text/<sampID>/ECG_Raw_采样率.txt`
### 3 数据精同步
输入:
带通滤波BCG信号`./OrgBCG_Text/<sampID>/BCG_Raw_采样率.txt`
滤波后的ECG信号`./PSG_Text/<sampID>/ECG_Raw_采样率.txt`
输出:
PSG的对齐信息`./PSG_Aligned/<sampID>/Align_info.txt`
同步后的ECG信号`./PSG_Aligned/<sampID>/ECG_Sync_采样率.txt`
同步后的R峰坐标`./PSG_Aligned/<sampID>/Rpeaks_Sync.txt`
同步后的其他PSG通道信号`./PSG_Aligned/<sampID>/通道名_Sync_采样率.txt`
BCG的对齐信息`./OrgBCG_Aligned/<sampID>/Align_info.txt`
同步后的BCG信号`./OrgBCG_Aligned/<sampID>/BCG_Sync_采样率.txt`
同步后的orgBcg信号`./OrgBCG_Aligned/<sampID>/orgBcg_Sync_采样率.txt`
同步后的J峰坐标`./OrgBCG_Aligned/<sampID>/Jpeaks_Sync.txt`
#### 3.1 算法定位
#### 3.1.1 R峰算法定位
输入:
滤波后的ECG信号`./PSG_Text/<sampID>/ECG_Raw_采样率.txt`
输出:
算法定位的R峰坐标`./PSG_Text/<sampID>/Rpeak_final.txt`
#### 3.1.2 J峰算法定位
输入:
带通滤波BCG信号`./OrgBCG_Text/<sampID>/BCG_Raw_采样率.txt`
输出:
算法定位的J峰坐标`./OrgBCG_Text/<sampID>/JPeak_revise.txt`
#### 3.2 人工纠正
#### 3.2.1 R峰人工纠正
输入:
滤波后的ECG信号`./PSG_Text/<sampID>/ECG_filter_采样率.txt`
算法定位的R峰坐标`./PSG_Text/<sampID>/Rpeak_final.txt`
输出:
人工纠正后的R峰坐标`./PSG_Text/<sampID>/Rpeak_final_corrected.txt`
#### 3.2.2 J峰人工纠正*
输入:
带通滤波BCG信号`./OrgBCG_Text/<sampID>/DSbcg_sig_采样率.txt`
算法定位的J峰坐标`./OrgBCG_Text/<sampID>/JPeak_revise.txt`
输出:
人工纠正后的J峰坐标`./OrgBCG_Text/<sampID>/JPeak_revise_corrected.txt`
#### 3.3 数据片段起止对齐、数据采样率同步
输入:
滤波后的ECG信号`./PSG_Text/<sampID>/ECG_Raw_采样率.txt`
人工纠正后的R峰坐标`./PSG_Text/<sampID>/Rpeak_final_corrected.txt`
带通滤波BCG信号`./OrgBCG_Text/<sampID>/BCG_Raw_采样率.txt`
人工纠正后的J峰坐标`./OrgBCG_Text/<sampID>/JPeak_revise_corrected.txt`
输出:
PSG的对齐信息`./PSG_Aligned/<sampID>/Align_info.txt`
同步后的ECG信号`./PSG_Aligned/<sampID>/ECG_Sync_采样率.txt`
同步后的R峰坐标`./PSG_Aligned/<sampID>/Rpeak_Sync.txt`
BCG的对齐信息`./OrgBCG_Aligned/<sampID>/Align_info.txt`
同步后的BCG信号`./OrgBCG_Aligned/<sampID>/BCG_Sync_采样率.txt`
同步后的orgBcg信号`./OrgBCG_Aligned/<sampID>/orgBcg_Sync_采样率.txt`
同步后的J峰坐标`./OrgBCG_Aligned/<sampID>/Jpeak_Sync.txt`
#### 3.4、冗余数据切割、标签映射
输入:
PSG的对齐信息`./PSG_Aligned/<sampID>/Align_info.txt`
BCG的对齐信息`./OrgBCG_Aligned/<sampID>/Align_info.txt`
输出:
同步后的其他PSG通道信号`./PSG_Aligned/<sampID>/通道名_Sync_采样率.txt`
### 4 体动标记
输入:
同步后的BCG信号`./OrgBCG_Aligned/<sampID>/BCG_Sync_采样率.txt`
同步后的orgBcg信号`./OrgBCG_Aligned/<sampID>/orgBcg_Sync_采样率.txt`
输出:
txt格式的体动标签`./Label/<sampID>/Artifact_a.txt`
体动标签类型数量统计:`./Label/<sampID>/Artifact_b.txt`
csv格式的体动标签`./Label/<sampID>/Artifact_c.csv`
### 5 质量评估
输入:
同步后的BCG信号`./OrgBCG_Aligned/<sampID>/BCG_Sync_采样率.txt`
txt格式的体动标签`./Label/<sampID>/Artifact_a.txt`
输出:
质量标签:`./Label/<sampID>/SQ_label_10s.csv``./Label/<sampID>/SQ_label_30s.csv`
### 6 心搏定位数据标注
输入:
同步后的ECG信号`./PSG_Aligned/<sampID>/ECG_Sync_采样率.txt`
同步后的BCG信号`./OrgBCG_Aligned/<sampID>/BCG_Sync_采样率.txt`
同步后的R峰坐标`./PSG_Aligned/<sampID>/Rpeak_Sync.txt`
同步后的J峰坐标`./OrgBCG_Aligned/<sampID>/Jpeak_Sync.txt`
txt格式的体动标签`./Label/<sampID>/Artifact_a.txt`
质量标签:`./Label/<sampID>/SQ_label_10s.csv``./Label/<sampID>/SQ_label_30s.csv`
输出:
### 7 呼吸提取
输入:
同步后的orgBcg信号`./OrgBCG_Aligned/<sampID>/orgBcg_Sync_采样率.txt`
同步后的THO信号`./PSG_Aligned/<sampID>/Effort_Tho_Sync_采样率.txt`
txt格式的体动标签`./Label/<sampID>/Artifact_a.txt`
输出:
呼吸可用性标签:`./Label/<sampID>/Resp_quality_label.txt`
THO信号呼吸间期标签`./Label/<sampID>/Tho_peak.txt`
### 8 呼吸暂停事件标注
输入:
同步后的orgBcg信号`./OrgBCG_Aligned/<sampID>/orgBcg_Sync_采样率.txt`
txt格式的体动标签`./Label/<sampID>/Artifact_a.txt`
同步后的FlowT信号`./PSG_Aligned/<sampID>/Effort_Tho_Sync_采样率.txt`
同步后的FlowP信号`./PSG_Aligned/<sampID>/Effort_Tho_Sync_采样率.txt`
同步后的THO信号`./PSG_Aligned/<sampID>/Effort_Tho_Sync_采样率.txt`
同步后的ABD信号`./PSG_Aligned/<sampID>/Effort_Abd_Sync_采样率.txt`
同步后的SpO2信号`./PSG_Aligned/<sampID>/SpO2_Sync_采样率.txt`
原始呼吸暂停标签:`./PSG_`
输出: