21 11 月, 2022

Fujitsu and Wakayama Medical University start joint trials for millimeter-wave sensor to detect falls of elderly patients

TOKYO, Nov 21, 2022 - (JCN Newswire via SEAPRWire.com) - Fujitsu and Wakayama Medical University today announced the start of joint trials of a technology to support nurses and caregivers in visually monitoring patients in privacy-sensitive contexts, including hospital rooms and nursing facilities. The technology leverages Fujitsu's technique for accurately estimating postures of the human body using a millimeter-wave sensor and Fujitsu's "Actlyzer"(1) AI technology for analysis of complex human behaviors. Using a millimeter-wave sensor to gather point cloud data and no cameras, Fujitsu's technology will help to support nurses and caregivers to monitor patients and achieve a faster response to emergency situations including falls and possible serious injuries while ensuring patients' privacy.Fujitsu will analyze data obtained through the trials and further refine its technology based on analysis results evaluated by Wakayama Medical University, drawing on the Wakayama Medical University's knowledge from the medical field.Based on these results, the two parties aim to offer a millimeter-wave sensor service for privacy-conscious monitoring to hospitals and nursing facilities in fiscal 2023. Ultimately, the two parties hope to contribute to enrich people's lives by realizing an environment in which elderly people can enjoy greater independence and privacy without sacrificing their personal safety.Technology to contribute to reducing the risk of serious injuries for the elderlyIn fiscal 2021, the Japan Hospital Association(2) counted a total of 290 falls per month at 18 hospitals in Japan. Although these numbers highlight the risk of falls and injuries of elderly people and the need for patient monitoring, monitoring technologies using cameras remain difficult to install in highly private spaces such as hospitals and nursing homes. To address this challenge, Fujitsu and Wakayama Medical University started joint trials at actual facilities for the elderly to contribute to reducing the risk of serious injuries such as bone fractures by supporting nurses and caregivers in monitoring patients and achieving a faster response to emergency situations while ensuring patients' privacy.About the joint demonstration trials1. Trial period:November 21, 2022 - March 31, 20242. Overview:(1) Demonstration of monitoring technology using millimeter wave sensor- Demonstration trials of Fujitsu's technology for accurately estimating postures of the human body from point cloud data using a millimeter-wave sensor (announced in July 2022) in combination with Fujitsu's "Actlyzer" AI technology for analysis of complex human behaviors to verify that the technologies are able to detect movements of the human body such as falls while preserving the privacy of patients(2) Data measurement during trials with elderly people- Demonstration trials at hospitals and nursing homes with elderly patients and people that require nursing care; collection of point cloud data of patients' postures using a millimeter wave sensor installed inside the facilities and utilization of Fujitsu's monitoring technology to detect movements that could lead to falls- Evaluation whether the system is able to accurately detect patients' postures by comparing test results with logs from movement sensors installed around patients' beds(3) and data of cameras(4) installed for the demonstration trials(3) Development of service for privacy-conscious monitoring- Fujitsu will analyze specific body movements that lead to falls based on point cloud data obtained with a millimeter-wave sensor point cloud data does not include any personal information of patients' and is thus also suited for highly private spaces- Wakayama Medical University will evaluate Fujitsu's technology based on the results of Fujitsu's analysis based on its knowledge from the medical field; based on the evaluation results, Fujitsu will further improve its monitoring technology with the aim to offer a privacy-conscious monitoring technology for hospitals and nursing facilities in Japan by the end of fiscal 20233. Roles and responsibilities:FujitsuProvision of monitoring technology, data collection and analysis, improvements based on technical evaluationWakayama Medical Universitytechnical evaluation from the viewpoint of medical practice and direction of technical improvement(1) Behavior analytics technology Actlyzer :Technology commercialized as Fujitsu's AI technology for video-based behavioral analysis solution "FUJITSU Technical Computing Solution GREENAGES Citywide Surveillance" to recognize human actions.(2) All Japan Hospital Association :Headquarters: Chiyoda-ku, Tokyo; Head: Yuji Inokuchi. Report of the number of falls of patients at participating hospitals in FY 2021: www.ajha.or.jp/hms/qualityhealthcare/indicator/42/ (in Japanese)(3) Movement sensor :A device to prevent falls and uncontrolled walking around of patients in hospitals and facilities. There are two types of sensors: one that uses infrared light to detect a person's movements, and one that uses a matte sensor or a bed sensor to detect a person's movements.(4) Cameras are only installed during the demonstration trials. The technology itself does not utilize cameras.About FujitsuFujitsu's purpose is to make the world more sustainable by building trust in society through innovation. As the digital transformation partner of choice for customers in over 100 countries, our 124,000 employees work to resolve some of the greatest challenges facing humanity. Our range of services and solutions draw on five key technologies: Computing, Networks, AI, Data & Security, and Converging Technologies, which we bring together to deliver sustainability transformation. Fujitsu Limited (TSE:6702) reported consolidated revenues of 3.6 trillion yen (US$32 billion) for the fiscal year ended March 31, 2022 and remains the top digital services company in Japan by market share. Find out more: www.fujitsu.com.About Wakayama Medical UniversityWakayama Medical University, as a comprehensive medical university, is involved in both teaching and researching key knowledge and in developing advanced, specialized and highly-qualified academic professionals who are rich in humanity and with the highest ethical standards. Our mission is to contribute to the development of the region by meeting the expectations of the citizens of Wakayama, by advancing regional medical care, and by contributing to the improvement of human health and welfare. www.wakayama-med.ac.jp/english/index.html Copyright 2022 JCN Newswire. All rights reserved. (via SEAPRWire)

24 5 月, 2022

NEC Provides AI-based Traffic Monitoring System with Fiber-optic Sensing Technology for NEXCO CENTRAL

TOKYO, May 24, 2022 - (JCN Newswire via SEAPRWire.com) - NEC Corporation has deployed an AI-based traffic monitoring system to Central Nippon Expressway Company Limited (NEXCO CENTRAL). The system uses fiber-optic sensing and AI technologies to visualize traffic conditions, such as the location, speed, and direction of travel, from vibrations produced by vehicle movement. Figure 1: Traffic monitoring system ImageFigure 2: Optical Fiber Sensing Technology OverviewFigure 3: Traffic Flow Monitoring ImageFigure 4: Analytical AI Engine OverviewThe system includes sensing devices attached to one end of an optical fiber and an analytical AI engine, developed in-house by NEC, which makes it possible to continuously monitor traffic flow by utilizing existing optical fiber infrastructure for communications laid along highways. NEXCO is the first expressway operator in Japan to continuously monitor traffic conditions using these kinds of technologies. Highway operators need to monitor traffic flow and to detect incidents on expressways for traffic control. Most sensors in use today for this purpose are point sensors or cameras with a limited field of view. A large number of point sensors and/or cameras are needed to perform continuous measurements over a wide area, which poses problems for installation and maintenance, leading to higher system costs. NEC has a successful history of conducting joint demonstration projects using optical fiber sensing technology for detecting cracks in poles and monitoring road traffic (*). Based on these experiences and knowledge, NEC is providing equipment to convert optical fiber cables to sensors. NEC has now developed an analytical AI engine that continuously grasps traffic conditions based on the signals from vehicle vibrations. The system can visualize dense traffic conditions with a high level of accuracy. The AI engine converts vibration data into continuous vehicle trajectories along roads that are entirely monitored. The trajectories can then be used to estimate average speeds every kilometer. The system can record a digital snapshot of traffic conditions over a wide area, which can enhance road controls with continuous monitoring of entire roadways, enabling early detection of accidents and congestion.The newly developed analytical AI engine can extract vehicle trajectories from vibration signals in the presence of multiple environmental noises. Vehicle trajectories are extracted in an iterative process. First, the clearest vibration signals are used to extract vehicle trajectory, then the corresponding signals are masked. Second, the remaining vibration signals are enhanced. The system repeats these two steps until all the vehicle trajectories are extracted. The AI engine has been trained with synthetic data, including realistic environmental noise, enabling robust extraction of vehicle trajectories in the presence of noise. Then, the system can monitor high-density traffic flow over a wide area with high accuracy.Going forward, NEC will continue to support the digital transformation (DX) of road operators as part of achieving the "NEC Safer Cities" initiative for contributing to the creation of safer and more secure cities. For More InformationOptical Fiber Sensing:https://www.nec.com/en/global/solutions/ofs/(*) Verizon and NEC just made fiber sensing a whole lot easierhttps://www.nec.com/en/press/201910/global_20191008_02.htmlAbout NEC CorporationNEC Corporation has established itself as a leader in the integration of IT and network technologies while promoting the brand statement of "Orchestrating a brighter world." NEC enables businesses and communities to adapt to rapid changes taking place in both society and the market as it provides for the social values of safety, security, fairness and efficiency to promote a more sustainable world where everyone has the chance to reach their full potential. For more information, visit NEC at https://www.nec.com. Copyright 2022 JCN Newswire. All rights reserved. (via SEAPRWire)