Location History:
- Los Angeles, CA (US) (2010 - 2014)
- Redondo Beach, CA (US) (2017)
- Guangdong, CN (2017 - 2018)
- San Francisco, CA (US) (2018 - 2020)
Company Filing History:
9 out of 15,458 
1 out of 2 
5 out of 832,680 Years Active: 2010-2020
Title: Innovations by Inventor Xiao Hu
Introduction
Xiao Hu is a prominent inventor based in Los Angeles, CA, known for his significant contributions to the field of predictive healthcare technology. With a total of 12 patents, he has developed innovative methods that enhance patient monitoring and reduce alarm fatigue in clinical settings.
Latest Patents
One of Xiao Hu's latest patents focuses on recognizing predictive patterns in the sequence of superalarm triggers for predicting patient deterioration. This invention describes methods for predicting clinical events by detecting patterns in heterogeneous temporal clinical data streams. The identified patterns, termed SuperAlarm triggers, consist of frequently co-occurring monitor alarms, conditions, and laboratory test results that can forecast imminent life-threatening events. Additionally, these triggers may exhibit sequential patterns that indicate changes in patient status over time. This approach aims to significantly reduce false alarms and alarm fatigue compared to conventional systems.
Another notable patent involves methods for determining whether patient monitor alarms are true or false. This invention utilizes a multi-resolution wavelet transform and inter-leads variability to automatically assess alarm signals, particularly for ventricular tachycardia (VT). By extracting features from raw ECG waveforms, the system can effectively suppress false alarms while ensuring that true alarms are not eliminated.
Career Highlights
Xiao Hu has worked at the University of California, where he has contributed to various research projects aimed at improving patient care through technology. His work has been instrumental in advancing the field of medical monitoring and alarm systems.
Collaborations
Xiao Hu has collaborated with notable professionals in his field, including Neil A Martin and Valeriy I Nenov. These collaborations have further enriched his research and development efforts.
Conclusion
Xiao Hu's innovative work in predictive healthcare technology exemplifies the impact of inventions on improving patient outcomes. His patents reflect a commitment to enhancing clinical monitoring systems and reducing alarm fatigue, ultimately benefiting healthcare providers and patients alike.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.