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chore: import upstream snapshot with attribution
2026-07-13 11:59:54 +08:00

130 行
4.4 KiB
Python

#!/usr/bin/env python3
"""
Sleep Apnea Screener — Contactless via 60 GHz mmWave
Monitors breathing rate from MR60BHA2 and detects apnea events
(breathing cessation > 10 seconds). Clinical threshold: > 5 events/hour
= Obstructive Sleep Apnea (mild), > 15 = moderate, > 30 = severe.
Usage:
python examples/sleep/apnea_screener.py --port COM4
python examples/sleep/apnea_screener.py --port COM4 --duration 3600 # 1 hour
"""
import argparse
import collections
import re
import serial
import sys
import time
RE_BR = re.compile(r"'Real-time respiratory rate'.*?(\d+\.?\d*)", re.IGNORECASE)
RE_HR = re.compile(r"'Real-time heart rate'.*?(\d+\.?\d*)", re.IGNORECASE)
RE_PRES = re.compile(r"'Person Information'.*?state\s+(ON|OFF)", re.IGNORECASE)
RE_ANSI = re.compile(r"\x1b\[[0-9;]*m")
APNEA_THRESHOLD_SEC = 10 # Breathing absent for >10s = apnea event
HYPOPNEA_BR = 6.0 # BR < 6/min = hypopnea (shallow breathing)
def main():
parser = argparse.ArgumentParser(description="Sleep Apnea Screener (mmWave)")
parser.add_argument("--port", default="COM4")
parser.add_argument("--baud", type=int, default=115200)
parser.add_argument("--duration", type=int, default=120, help="Duration in seconds")
args = parser.parse_args()
ser = serial.Serial(args.port, args.baud, timeout=1)
print()
print("=" * 60)
print(" Sleep Apnea Screener (60 GHz mmWave)")
print(" Lie still within 1m of sensor. Monitoring breathing.")
print("=" * 60)
print()
br_history = collections.deque(maxlen=600)
apnea_events = []
hypopnea_events = []
last_br_time = time.time()
last_br_value = 0.0
last_hr = 0.0
in_apnea = False
apnea_start = 0.0
start = time.time()
last_print = 0
try:
while time.time() - start < args.duration:
line = ser.readline().decode("utf-8", errors="replace")
clean = RE_ANSI.sub("", line)
m = RE_BR.search(clean)
if m:
br = float(m.group(1))
br_history.append((time.time(), br))
if br > 0:
last_br_time = time.time()
last_br_value = br
if in_apnea:
duration = time.time() - apnea_start
apnea_events.append(duration)
print(f" ** APNEA EVENT ENDED: {duration:.1f}s **")
in_apnea = False
if br < HYPOPNEA_BR and br > 0:
hypopnea_events.append(br)
elif br == 0 and not in_apnea:
gap = time.time() - last_br_time
if gap >= APNEA_THRESHOLD_SEC:
in_apnea = True
apnea_start = last_br_time
print(f" ** APNEA DETECTED at {int(time.time()-start)}s (no breath for {gap:.0f}s) **")
m = RE_HR.search(clean)
if m:
last_hr = float(m.group(1))
elapsed = int(time.time() - start)
if elapsed > last_print and elapsed % 10 == 0:
last_print = elapsed
gap = time.time() - last_br_time
status = "APNEA" if in_apnea else ("OK" if gap < 5 else f"gap {gap:.0f}s")
print(f" {elapsed:>4}s | BR {last_br_value:>4.0f}/min | HR {last_hr:>4.0f} | "
f"Apneas: {len(apnea_events)} | Hypopneas: {len(hypopnea_events)} | {status}")
except KeyboardInterrupt:
pass
ser.close()
duration_hr = (time.time() - start) / 3600.0
print()
print("=" * 60)
print(" APNEA SCREENING RESULTS")
print("=" * 60)
ahi = (len(apnea_events) + len(hypopnea_events)) / max(duration_hr, 0.01)
print(f" Duration: {time.time()-start:.0f}s ({duration_hr*60:.1f} min)")
print(f" Apnea events: {len(apnea_events)} (breathing absent > {APNEA_THRESHOLD_SEC}s)")
print(f" Hypopneas: {len(hypopnea_events)} (BR < {HYPOPNEA_BR}/min)")
print(f" AHI estimate: {ahi:.1f} events/hour")
print()
if ahi < 5:
print(" Classification: Normal (AHI < 5)")
elif ahi < 15:
print(" Classification: Mild OSA (AHI 5-14)")
elif ahi < 30:
print(" Classification: Moderate OSA (AHI 15-29)")
else:
print(" Classification: Severe OSA (AHI >= 30)")
print()
print(" NOT A MEDICAL DEVICE. Consult a sleep specialist for diagnosis.")
print()
if __name__ == "__main__":
main()