From 3c6ca84c6eb5cacec454b607e217796f288a6836 Mon Sep 17 00:00:00 2001 From: "tom.hempel" Date: Thu, 25 Sep 2025 15:06:30 +0200 Subject: [PATCH] calculation for convergence with average HR --- .../HR_average_aligned_with_convergence.csv | 1001 +++++++++++++++++ .../HR_average_aligned_with_convergence.png | Bin 0 -> 245052 bytes combined_hr_analysis.py | 325 ++++++ 3 files changed, 1326 insertions(+) create mode 100644 Plots/Aggregate/HR_average_aligned_with_convergence.csv create mode 100644 Plots/Aggregate/HR_average_aligned_with_convergence.png create mode 100644 combined_hr_analysis.py diff --git a/Plots/Aggregate/HR_average_aligned_with_convergence.csv b/Plots/Aggregate/HR_average_aligned_with_convergence.csv new file mode 100644 index 0000000..b968fd3 --- /dev/null +++ b/Plots/Aggregate/HR_average_aligned_with_convergence.csv @@ -0,0 +1,1001 @@ +normalized_time,aligned_seconds,hr_mean,hr_std,n +0.0,0.0,81.66666666666667,5.637178175095921,9 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z=dVck4zq)x-tiEj7)$_v?*N<%TJ-f1ct$tMDM)36mxC1&`($f5J{eplNtDU zm^uP;ZvXGW3e8&hbgDah_w5T9REOCh1m94z@}w+dV-25heMLu$!?f4Ig1S_+$Vo5k zcXV_lWN%JpM|25L4<=dmcY6-a4Rrs(Nrp1^R-_>eU8256?Qf>%WjqZ_ z*Oe5epN8i22Fe`MK^8|D3KIJiO1wgFQPoBF{|Xk>|Kf{i9Qbdyob})R_4nWYzvff^ h@1vW)4*U&a6U%w%QNX|_Qz`~kxO(GC)+NJ7{|lc57^(mO literal 0 HcmV?d00001 diff --git a/combined_hr_analysis.py b/combined_hr_analysis.py new file mode 100644 index 0000000..5b5d70c --- /dev/null +++ b/combined_hr_analysis.py @@ -0,0 +1,325 @@ +#!/usr/bin/env python3 +""" +Combined script that merges aggregate_segments_analysis.py and hr_convergence_analysis.py +functionality to compute HR alignment across recordings and mark the first convergence point. +""" + +import math +from pathlib import Path +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt + + +def ensure_dir(path: Path) -> None: + path.mkdir(parents=True, exist_ok=True) + + +def read_signal_csv(csv_path: Path, value_column: str) -> pd.DataFrame: + if not csv_path.exists(): + return pd.DataFrame(columns=[value_column]) + df = pd.read_csv(csv_path) + if 'timestamp' not in df.columns or value_column not in df.columns: + return pd.DataFrame(columns=[value_column]) + df['timestamp'] = pd.to_datetime(df['timestamp'], unit='ms', errors='coerce') + df = df.dropna(subset=['timestamp']).set_index('timestamp').sort_index() + df[value_column] = pd.to_numeric(df[value_column], errors='coerce') + df = df.dropna(subset=[value_column]) + return df + + +def read_marks(csv_path: Path) -> pd.Series: + if not csv_path.exists(): + return pd.Series([], dtype='datetime64[ns]') + df = pd.read_csv(csv_path) + if 'timestamp' not in df.columns: + return pd.Series([], dtype='datetime64[ns]') + ts = pd.to_datetime(df['timestamp'], unit='ms', errors='coerce').dropna().sort_values() + return ts + + +def find_hr_convergence(df: pd.DataFrame) -> dict: + """ + Find when the HR mean reaches the overall average HR. + + Args: + df: DataFrame with columns ['hr_mean', 'aligned_seconds', 'n'] + + Returns: + dict: Analysis results including convergence time and statistics + """ + # Remove rows where hr_mean is NaN (if any) + df_clean = df.dropna(subset=['hr_mean']) + + if df_clean.empty: + return None + + # Calculate overall average HR across all time points + overall_avg_hr = df_clean['hr_mean'].mean() + + # Calculate weighted average (considering sample sizes at each time point) + if 'n' in df_clean.columns: + weighted_avg_hr = np.average(df_clean['hr_mean'], weights=df_clean['n']) + target_hr = weighted_avg_hr + else: + target_hr = overall_avg_hr + + # Find when HR mean first reaches the overall average + hr_values = df_clean['hr_mean'].values + time_values = df_clean['aligned_seconds'].values + + # Find crossings of the target HR + crossings = [] + + for i in range(1, len(hr_values)): + prev_hr = hr_values[i-1] + curr_hr = hr_values[i] + + # Check if we crossed the target (either from above or below) + if (prev_hr <= target_hr <= curr_hr) or (prev_hr >= target_hr >= curr_hr): + # Linear interpolation to find exact crossing time + if curr_hr != prev_hr: # Avoid division by zero + t_prev = time_values[i-1] + t_curr = time_values[i] + # Interpolate to find exact crossing time + t_cross = t_prev + (target_hr - prev_hr) * (t_curr - t_prev) / (curr_hr - prev_hr) + crossings.append({ + 'time': t_cross, + 'direction': 'up' if curr_hr > prev_hr else 'down', + 'hr_before': prev_hr, + 'hr_after': curr_hr + }) + + return { + 'target_hr': target_hr, + 'overall_avg_hr': overall_avg_hr, + 'weighted_avg_hr': weighted_avg_hr if 'n' in df_clean.columns else None, + 'crossings': crossings, + 'total_duration': time_values[-1] if len(time_values) > 0 else 0, + 'data_points': len(df_clean) + } + + +def compute_and_plot_aligned_hr_with_convergence(recordings_root: Path, out_root: Path) -> None: + """ + Compute an across-recordings averaged HR curve aligned by the 4 timestamps + and add a vertical marker for the first convergence point. + """ + recs: list[dict] = [] + seg_durations: list[tuple[float, float, float, float, float]] = [] + + for rec_dir in sorted([p for p in recordings_root.iterdir() if p.is_dir()]): + rec_name = rec_dir.name + hr_csv = rec_dir / 'hr.csv' + ts_csv = rec_dir / 'timestamps.csv' + if not hr_csv.exists() or not ts_csv.exists(): + continue + hr_df = read_signal_csv(hr_csv, 'hr') + marks = read_marks(ts_csv) + if hr_df.empty or marks is None or len(marks) != 4: + continue + + # Determine bounds + start_ts = hr_df.index.min() + end_ts = hr_df.index.max() + a, b, c, d = list(marks) + # Ensure marks fall within HR bounds + if not (start_ts < a < b < c < d < end_ts): + # Skip if pathological + continue + + # Segment durations in seconds + pre_d = (a - start_ts).total_seconds() + d12 = (b - a).total_seconds() + d23 = (c - b).total_seconds() + d34 = (d - c).total_seconds() + post_d = (end_ts - d).total_seconds() + seg_durations.append((pre_d, d12, d23, d34, post_d)) + + # Store for second pass + recs.append({'name': rec_name, 'hr': hr_df, 'start': start_ts, 'marks': (a, b, c, d), 'end': end_ts}) + + if not recs: + print("No valid recordings found for HR alignment") + return + + # Median segment durations and normalized cumulative boundaries + med = np.nanmedian(np.array(seg_durations), axis=0) + total = float(np.sum(med)) + if total <= 0: + return + proportions = med / total + boundaries = np.concatenate(([0.0], np.cumsum(proportions))) # length 6, last == 1.0 + + # Common grid (normalized [0,1]) and scaled seconds by median total duration + N = 1000 + x_norm = np.linspace(0.0, 1.0, N) + x_sec = x_norm * total + + # Helper: piecewise-linear map original timestamp to normalized coordinate + def map_times_to_norm(hr_df: pd.DataFrame, start: pd.Timestamp, marks: tuple, end: pd.Timestamp) -> tuple[np.ndarray, np.ndarray]: + a, b, c, d = marks + segments = [ + (start, a, boundaries[0], boundaries[1]), + (a, b, boundaries[1], boundaries[2]), + (b, c, boundaries[2], boundaries[3]), + (c, d, boundaries[3], boundaries[4]), + (d, end, boundaries[4], boundaries[5]), + ] + u_list = [] + y_list = [] + for seg_start, seg_end, u0, u1 in segments: + seg = hr_df.loc[(hr_df.index >= seg_start) & (hr_df.index <= seg_end), 'hr'] + if seg.empty: + continue + dur_ns = (seg_end.value - seg_start.value) + if dur_ns <= 0: + continue + rel = (seg.index.view('int64') - np.int64(seg_start.value)) / np.float64(dur_ns) + rel = np.clip(rel.astype(float), 0.0, 1.0) + u = u0 + rel * (u1 - u0) + u_list.append(u) + y_list.append(seg.values.astype(float)) + if not u_list: + return np.array([]), np.array([]) + u_all = np.concatenate(u_list) + y_all = np.concatenate(y_list) + order = np.argsort(u_all) + u_sorted = u_all[order] + y_sorted = y_all[order] + uniq_u, idx_start = np.unique(u_sorted, return_index=True) + counts = np.diff(np.append(idx_start, len(u_sorted))) + y_avg = [] + for i, cnt in enumerate(counts): + start_idx = idx_start[i] + y_avg.append(np.mean(y_sorted[start_idx:start_idx + cnt])) + y_avg = np.asarray(y_avg) + return uniq_u, y_avg + + curves = [] + for rec in recs: + u, y = map_times_to_norm(rec['hr'], rec['start'], rec['marks'], rec['end']) + if u.size < 2: + continue + y_grid = np.interp(x_norm, u, y, left=np.nan, right=np.nan) + y_grid[x_norm < u.min()] = np.nan + y_grid[x_norm > u.max()] = np.nan + curves.append(y_grid) + + if not curves: + print("No valid HR curves generated") + return + + Y = np.vstack(curves) + n = np.sum(~np.isnan(Y), axis=0) + marr = np.ma.array(Y, mask=np.isnan(Y)) + mean = marr.mean(axis=0).filled(np.nan) + std = marr.std(axis=0).filled(np.nan) + + # Create DataFrame for convergence analysis + hr_df_analysis = pd.DataFrame({ + 'normalized_time': x_norm, + 'aligned_seconds': x_sec, + 'hr_mean': mean, + 'hr_std': std, + 'n': n, + }) + + # Find convergence point + convergence_results = find_hr_convergence(hr_df_analysis) + first_convergence_time = None + target_hr = None + + if convergence_results and convergence_results['crossings']: + first_convergence_time = convergence_results['crossings'][0]['time'] + target_hr = convergence_results['target_hr'] + print(f"\nFirst HR convergence found at: {first_convergence_time:.1f} seconds") + print(f"Target HR (overall average): {target_hr:.3f} BPM") + else: + print("\nNo HR convergence found") + + # Plot with convergence marker + fig, ax = plt.subplots(figsize=(14, 6)) + + # Main HR plot + ax.plot(x_sec, mean, color='tab:blue', linewidth=2, label='Mean HR') + ax.fill_between(x_sec, mean - std, mean + std, color='tab:blue', alpha=0.2, label='±1 SD') + + # Segment boundaries (dashed vertical lines) + for xb in boundaries * total: + ax.axvline(xb, color='k', linestyle='--', linewidth=0.8, alpha=0.5) + + # Target HR line (overall average) + if target_hr is not None: + ax.axhline(target_hr, color='red', linestyle=':', linewidth=1.5, alpha=0.7, + label=f'Overall Average ({target_hr:.1f} BPM)') + + # Convergence marker + if first_convergence_time is not None: + ax.axvline(first_convergence_time, color='red', linestyle='-', linewidth=3, alpha=0.8, + label=f'First Convergence ({first_convergence_time:.1f}s)') + + # Add annotation + ax.annotate(f'First Convergence\n{first_convergence_time:.1f}s', + xy=(first_convergence_time, target_hr), + xytext=(first_convergence_time + 50, target_hr + 2), + arrowprops=dict(arrowstyle='->', color='red', alpha=0.8), + fontsize=10, ha='center', va='bottom', + bbox=dict(boxstyle='round,pad=0.3', facecolor='white', alpha=0.8)) + + ax.set_xlabel('Aligned time (s)') + ax.set_ylabel('HR (bpm)') + ax.set_title('Aligned Average HR Across Recordings with Convergence Marker') + ax.grid(True, alpha=0.3) + ax.legend(loc='upper right') + fig.tight_layout() + + # Save plot + fig.savefig(out_root / 'HR_average_aligned_with_convergence.png', dpi=150, bbox_inches='tight') + plt.close(fig) + + # Save CSV data + out_csv = out_root / 'HR_average_aligned_with_convergence.csv' + hr_df_analysis.to_csv(out_csv, index=False) + + + print(f"\nHR alignment with convergence analysis complete.") + print(f"Outputs saved to: {out_root}") + print(f"- Plot: HR_average_aligned_with_convergence.png") + print(f"- Data: HR_average_aligned_with_convergence.csv") + + +def main() -> None: + """Main function to run the combined HR analysis.""" + root = Path(__file__).resolve().parent + recordings_root = root / 'SingleRecordings' + out_root = root / 'Plots' / 'Aggregate' + ensure_dir(out_root) + + print("Combined HR Analysis: Alignment + Convergence Detection") + print("="*60) + print(f"Processing recordings from: {recordings_root}") + print(f"Output directory: {out_root}") + + # Count valid recordings + valid_count = 0 + for rec_dir in sorted([p for p in recordings_root.iterdir() if p.is_dir()]): + hr_csv = rec_dir / 'hr.csv' + ts_csv = rec_dir / 'timestamps.csv' + if hr_csv.exists() and ts_csv.exists(): + marks = read_marks(ts_csv) + if marks is not None and len(marks) == 4: + valid_count += 1 + + print(f"Found {valid_count} recordings with exactly 4 timestamps") + + if valid_count == 0: + print("No valid recordings found. Please check that recordings have exactly 4 timestamps.") + return + + # Run the combined analysis + compute_and_plot_aligned_hr_with_convergence(recordings_root, out_root) + + +if __name__ == '__main__': + main()