Remote Monitoring

ICU Early Warning

Modified Early Warning Score

Multi-Parameter Trending

class ICUEarlyWarning:
    def __init__(self):
        self.vital_weights = {'hr': 1.5, 'sbp': 1.5, 'rr': 1.0, 'temp': 0.5, 'spo2': 1.0}

    def compute_score(self, vitals):
        score = 0
        for vital, value in vitals.items():
            if vital in self.vital_weights:
                score += self._score_vital(vital, value) * self.vital_weights[vital]
        return score

    def alert_level(self, score):
        if score >= 7: return 'critical'
        elif score >= 5: return 'high'
        elif score >= 3: return 'moderate'
        return 'low'

Vital Sign Trending

Change Point Detection

Forecasting

Alarm Management

Alarm Fatigue Reduction