Wednesday, January 27, 2010

Distracted Driving Mobile Application

Recently, there has been a lot of discussion in the US about Distracted Driving. Recently, the US Department of Transportation sponsored a summit to understand the risks related to Distracted Driving and discuss potential approaches to addressing the problem. In fact, just this week, the US Government issued a blanket ban on texting by commercial trucks and buses.

Distracted Driving essentially deals with the use of mobile phones while driving, specifically to receive or make voice calls, and/or read or send text messages. Suggested solution approaches range from making vehicles a “mobile free” zone by jamming the signals to slapping huge fines on anyone caught using the mobile phone while driving. However, a smartphone application can be designed to intelligently disable certain capabilities of the phone during driving, without any user intervention. Using the GPS capability, the application can determine the speed of the vehicle. If it is over a certain speed (such as 10 mph), it can disable certain communication features on the phone.

In the US, states enact their own laws on Distracted Driving. For example, in some states, both texting and voice phone calls are banned while driving, whereas in other states, only texting is banned. An intelligent application will take these variations in laws into account. Using location coordinates and mapping capability (maps can be stored locally on the phone), the Application can determine the state the mobile device is in. A static table containing the Distracted Driving rules for each state can be created and maintained by the Application. By querying this table, the Application can determine which features to turn off/on for a specific state. For example, if the vehicle crosses a state border, the Application can be triggered to automatically query the table and decide if it has to turn on/off any of the Distracted Driving features (incoming voice calls, incoming messages, sending messages, making voice calls). Changes in Distracted Driving rules for a state can be pushed to the phone over the air. This can be achieved by sending an SMS to the phone with a link to download the new version of the Application.

One of the technical challenges that a Distracted Driving solution needs to address is to be able to determine if the user is the driver or a passenger in the vehicle. Passengers should be allowed to freely use mobile phones without any restriction. One of the approaches is to automatically enable specific Distracted Driving features (based on the regulations in the state) for all occupants of the vehicle initially when the Application determines that the speed is over the pre-set threshold. A message can be displayed on the phone screen indicating this. Distracted Driving features can be manually turned off by pressing a complex sequence of keys on the keyboard. This procedure must require the use of 2 hands, and should be sufficiently difficult for the driver to execute while driving. This ensures that only passengers can disable the Distracted Driving feature. A timeout interval can be introduced whereby the Distracted Driving feature is turned off automatically when the vehicle is below the speed threshold (say, 10 mph) continuously for 10 minutes or so, indicating that the user is no longer in the vehicle.

This is not a fool proof procedure and a driver who is determined to work around it can do so. However, this procedure should prevent most drivers from turning the feature off while driving.

Friday, December 11, 2009

Accelerometer Health Monitoring


Mobile Health Monitoring requires the collection of health data using various methods. Some types of data can be manually entered (for example, a person's weight or calories), other types of data can be collected through a wireless zigbee or bluetooth interface from body sensors. And then there are other types of health related data that can be collected using the accelerometer capability that is available on some of the smartphones these days. For example, the iPhone has a built-in LIS302DL 3-axis accelerometer. The accelerometer measures the vibration or motion of the phone; this data can be collected and transmitted to a server for processing and analysis.

One of the interesting health monitoring applications using the accelerometer is that of remote pregnancy monitoring. A pregnant female may require periodic evaluation of her physiological condition, as well as the in-utero fetus, during pregnancy. Under normal circumstances, this monitoring will require visits to the physician's office. A mobile phone with built-in accelerometer can be used to remotely monitoring some of the conditions and report the results to the physician's office, thereby reducing the number of visits to the doctor's office. The phone can be placed on the exterior of the patient's abdomen and record some of the internal movements using the motion detection capability provided by the accelerometer.

Saturday, November 28, 2009

Mobile Health Monitoring

Health Monitoring is a market that is growing at an exponential pace and the demand for health monitoring worldwide is exploding. Today, there are 52,000 pharmaceutical clinical trials and each of them require participants to be monitored throughout the duration of the trial. There are over 860 Million chronic disease patients worldwide today, and this number is growing rapidly. Many of the chronic diseases require patients to be monitored regularly for vital signs, etc. Caring for patients with chronic disease accounts for 4/5th of the health care expenditure in the US, and accounts for over $1.5 trillion annually. This puts a heavy load on the already overworked health care system. If this work can be reduced or eliminated, the health care system will be freed up to provide other services to patients. Another population segment that needs constant health monitoring is the elderly (60+ years). There are over 600 Million people worldwide who are over 60 years or older. This number continues to increase, and is creating further strain on the health care system. Another market that is interested in health monitoring is the Health and Wellness market. Weight Loss and Diet services and Personal Fitness services fall in this category.

Current health monitoring methods are largely manual, and are slow and labor intensive. They are unable to meet the exploding market demands for health monitoring, including clinical trials. As the demand increases, the gap between supply and demand grows wider in the health monitoring market. For example, it is estimated that there will be shortage of over 1million nurses for the monitoring of elderly patients in the next decade or so.

A second issue is the rising cost of delivering health care and monitoring patients. This is particularly true for clinical trials. Tufts Center for the Study of Drug Development has been tracking drug development costs -- providing some of the most closely watched and influential findings in the country on the pharmaceutical industry. The Tufts experts released their newest research on development costs -- a meteoric $802 million per drug -- almost triple the $231 million estimate Tufts released in 1987 -- stunned many experts on the industry. But the Tufts researchers said rising costs throughout the process -- from initial research to clinical trials -- have pushed development costs ever higher. "Tufts' Center Director Dr. Kenneth Kaitin attributes the staggering increase... to the soaring costs of human clinical testing," reported the Boston Globe. "The size of clinical trials has steadily increased in the past two decades at the same time that volunteers have become more scarce. As researchers learn more about the potential hazards posed by drugs, companies are also required to run a growing battery of safety tests."

The solution to this problem is to automate and streamline the health monitoring process as much as possible. Mobile technology is seen as a key enabler to extending health monitoring outside the health care provider’s office to a home setting. There are over 3 billion mobile phones in the world, and this number is increasing exponentially every year. In some countries, mobile users have surpassed regular landline telephone users. For many segments of the population, a mobile phone is the only phone that they own. This trend is happening in both underdeveloped countries such as China and India where the cost of deploying landline telephone networks is cumbersome and costly, as well as in developed countries such as the US. As the popularity of the mobile phones has increased, so has their functionality. Mobile phones have become a platform for delivering a growing variety of applications and services. Mobile phones have some attributes that make them particularly well suited for delivering health care applications. They are (a) Personal, (b) Ubiquitous, (c) Connected and (d) Increasingly Intelligent. Therefore, mobile technology is the ideal vehicle for creating a remote home based personal health monitoring/delivery solution. Mobile technology enables health providers to monitor patients remotely and to extend the reach of health care, ultimately making it available anytime anywhere.

Recently, the California HealthCare Foundation conducted an extensive study on the role of wireless in health care. Some observations from their report are worth reproducing here:

  • As mobile devices and networks become more versatile and capable, they offer expanded opportunities to link patients continuously to the health care system. Remote monitoring enables providers to rapidly identify signs of abnormal function and provide timely intervention to avoid larger problems. Mobile applications may be the most cost-effective way to manage millions of chronically ill patients.
  • Because mobile phones are personal and ubiquitous, they offer the ability to deliver health-related information whenever and wherever it can be most effective.
  • A world of pervasive mobile networks and remote sensors could make it possible to move from a health care system that primarily provides episodic treatment of acute problems to one that is better able to manage chronic conditions continuously. As remote delivery of health care services becomes more feasible, the locus of diagnosis and treatment of medical conditions will shift from traditional settings such as clinics and hospitals to the patient’s location.

Key stakeholders from various industries formed an alliance called the Continua Alliance to address the health monitoring problem and to create guidelines for an open and interoperable remote personal health monitoring system. Some of the leaders from various markets such as Mobile Devices (Nokia, Samsung, Motorola), Mobile Operators (Orange, AT&T, Sprint, etc), Pharmaceutical Companies (Baxter, Pfizer, etc), medical insurance companies, telecom vendors (Cisco, Siemens, etc). New England based Harvard Medical School plays an important role in the Continua Alliance and hosted one of the summit meetings. The deliberation within the Continua Alliance confirms the interest within the industry to utilize mobile technology for remote health monitoring and delivery.

A Mobile Health Monitoring Solution should consist of a Client Software running on standard smartphones based on Windows Mobile, Symbian, Android and Linux operating systems, a Monitoring software running on standard server platforms, and a real time Reporting System. The solution architecture should also allow for the introduction of new applications and services in a modular fashion.

The Client software running on the smartphone should interact with Bluetooth or Zigbee enabled medical sensors using a secure protocol to obtain health related readings, which are then transmitted to a centralized Server using a secure link. Detailed real time and trending reports can be produced on the Server using this data. The Server should also support automatic real time health care provider alert capability either through SMS or by dialing a call center attendant. The Server should provide interfaces to the hospital or health care provide backend systems. A Care Give Web Portal allows authorized individuals to view specific health monitoring data that is relevant to them. This, for example, allows elderly health monitoring data to be viewed by the monitored person’s spouse/child. The Server can also be connected to Social Networking Sites that allow monitored patients (such as participants in a clinical trial) to set up community groups to share information with each other.

The Solution should also take advantage of inherent capabilities of a mobile phone, such as camera and the ability to record videos, by allowing pictures and video clips to be included as part of the health monitoring data sent to the Server. For example, during clinical trials, a participant can send photo of a specific skin reaction that he/she may be experiencing as a result of taking the drug. Location information can also be incorporated in the health monitoring data sent to the Server by utilizing the GPS/location capabilities of today’s smartphones. The Solution can also interface with a Health Advertising Application to deliver targeted advertisements to smartphones.

Features supported by the client software should include:

  • Downloadable Java ME Client that supports multiple monitoring applications
  • Medication & Monitoring Alerts
  • Data Collection and transmission to server
    • Bluetooth/Zigbee interface to measuring devices
  • Soft “Hot Button” for emergency purposes
  • Location support
  • Interface with Community Groups (Social Networking Sites)
  • Local backup of measurement data storage
  • Support for AES encryption with 256-bit key

Features supported by the Server should include:

  • Monitoring Patient Enrollment & Provisioning System
  • Client Configuration & OTA download
    • Software upgrade, sensor setting, data collection interval, etc
  • Image/Video Monitoring
  • Reporting System
    • Configurable reports based on the monitoring data collected from clients
  • Real Time Plotting of monitoring data
  • Message Alert System (SMS Alert and Call Center Alert)
  • Consumer medical information to client
    • interface with third party content sources (such as WebMD)
  • API/Interface to EMR/PMR systems
  • Community Group interface
    • Example: Participants share information during a clinical trial
    • Integrate with third party social networking sites
  • Push based Appointment scheduling
  • Web based Consumer Portal
    • For access to monitoring data and reports for Care Givers and Self
  • Location tracking (interface with location services)
    • Location tracking data received from clients

The Client software should also run on a PC, with connectivity to the Server through PC supported mechanisms (DSL, WiFi, etc).

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