Wednesday, October 28, 2009

Biotronik Home Monitoring Claim

I'm posting this article before my discussion on measurement and sensing because it has relevance to my immediately preceding posting.  

Biotronik released to the press on Tuesday 27 October 2009 an announcement regarding their Evia Pacemaker.  In that press release was some additional information regarding Biotronik's Home Monitoring system.  Here's the link to the press release: http://www.earthtimes.org/articles/show/biotronik-launches-evia-pacemaker-series,1016041.shtml

The relevant quote from the press release is the following:

Now physicians have the choice to call in their patients to the clinic or perform remote follow-ups with complete access to all pertinent patient and device information, including high quality IEGM Online HD®. Importantly, BIOTRONIK Home Monitoring® has also received FDA and CE Mark approval for its early detection monitoring technology which allows clinicians to access their patients’ clinically relevant event data more quickly so they can make immediate therapy decisions to improve patient care. 


The indications are that the Biotronik claims that their system provides quicker access to relevant data, not that the data (and analysis) yield earlier warning results.  This is consistent with my earlier analysis and that seems to be supported by Biotronik's own admission.

I do wonder about Biotronik's long-term objective.  I suspect that Biotronik wants to be one of the big three implantable device manufacturers, not just become one of four.  It would mean that Biotronik would likely target one of the big three to replace and that would likely involve targeting the weaknesses of the company that Biotronik wants to replace.  I'll continue to monitor Biotronik and report what I find.



Next, my discussion on measurement and detection.

Sunday, October 25, 2009

Remote Monitoring: Deep Dive Introduction

I am going to change course over the next few entries to focus on remote monitoring.  This article is the first in a series of articles on Remote Monitoring and what can be gleaned from the data remote monitoring collects.  The Biotronik press releases and some of the claims they have been making have driven me to investigate and speculate on remote monitoring, its capabilities, potential and possible future. 


Two claims that Biotronik have made for it's Home Monitoring system have intrigued me.  First, Biotronik claims as a proven capability of earlier detection than other systems of critical, arrhythmic events.  Second, they also claim that they can report these events earlier than other systems.  

Let's take the second claim first, Biotronik has created a system with the capability to more quickly notify (e. g., transmit) implant data.  The Biotronik mobile capability enables a faster detection and quicker transmission of those events by virtue of its mobile capability.  Their claim is rooted in mobility of their monitor and its communication system.  So, the second claim appears plausible.

The first claim is more difficult not only because it is more difficult to prove, but because it's more difficult to define.  I think of at least two ways the capability could be defined and implemented.  One, consider the signal-detection paradigm.  I have a drawing that defines the basic signal detection paradigm below.


 

The basic concept of signal detection is extraordinarily simple.  On any given trial, a signal is either present or not.  It is the job of the detector to accurately determine whether or not the signal is present.  There are two right answers and two wrong answers as shown in the diagram.  The type 1 error is the indication by the detector that is signal is present when it is not.  (The probability of a type 1 error is represented by Greek letter alpha.)  The type 2 error is incorrectly indicating that a signal is not present when in fact it is.  (The probability of a type 2 error is represented by Greek letter beta.)


The objective of detector improvement is to reduce both type 1 and 2 errors.  However, often times adjustments are made to alpha or beta to make it look like there's an improvement.  For example, if sensitivity is the crucial characteristic, the engineers may be willing to sacrifice an increase in type 1 errors to reduce type 2.  (This gets into what's called receiver operating characteristics or ROC.  Something for a later blog article.)


I discuss the signal detection paradigm for two reasons.  First, the signal detection paradigm is an engineering and scientific touchstone that I'll refer to in later articles.  Second, it allows one to assess just what is accurate detection, increasing sensitivity, etc. 

Thus Biotronik's claim of earlier detection could be real or it could reflect Biotronik's acceptance of more type 1 errors in order to raise sensitivity.  This could lead to earlier detection but at the expense of increasing the likelihood of type 1 errors. In the next article, I'll explore ways to improve detection capabilities, not by increasing accuracy of a particular detector, but by increasing the number of different detectors.



Early detection could also be interpreted as predictive.  This is the more difficult than simple detection.  This would be the computed likelihood of a particular event based on one or more measurements.  This does not fit into the simple signal detection paradigm.  It often involves finding a pattern and extrapolation.  Or it could involve finding a predecessor indicator; finding a condition that is a know precondition to the target.  The specifics of a predictive capability will be discussed in a later article.  


This ends the Introduction.  The next article will discuss detection capabilities in greater detail.


Thursday, October 22, 2009

Update: Future-Market Analysis: Global Patient Monitoring

I'm posting a link to an article that provides some information from the Global Patient Monitoring Marketing study.  Here's the link: Europe Remote Patient Monitoring Market: Strategic Analysis and Opportunity Assessment.  One warning, the article is loaded with embedded ads and links to services that they want to sell you.  Go to the article, you'll see what I mean.  However, it article provides some information about to size and the growth potential for remote monitoring in Europe.

Wednesday, October 21, 2009

Verizon's Offering at the Connected Health Symposium

Article from Mobihealthnews.com (@Connected Health: Verizon highlights partners) briefly describing the benefits and cost savings from tele-medicine.  For example, Verizon claims that "IT healthcare solutions and services can help organizations save close to $165 billion annually, according to the carrier. The carrier also cites a report from the Insight Research Corporation that estimates $800 million per year could be saved if more treatment was shifted from physician’s offices to home health visits."

Of course, tele-medicine and the applications bring revenue to that Verizon (and other carriers), thus the cost savings amounts should be viewed sceptically.  However, in general tele-medicine solutions nearly always provide cost savings over clinic and hospital visits.  And they also provide an additional level freedom that improves quality of life.


I want to add this link that sounds a significant concern regarding the supply and demand for communications bandwidth in the near future.  Here's the link: http://www.reuters.com/article/pressRelease/idUS121240+21-Oct-2009+PRN20091021.  The title of the article is: "Are we ready for the Exabyte Tsunami?  (Here's a link to explain an exabyte: http://en.wikipedia.org/wiki/Exabyte).

Tuesday, October 20, 2009

Biotronik Home Monitoring Operational in Europe

I've mentioned Biotronik's Home Monitoring system in an earlier post.  One of the attractive things about the Biotronik version is that their home monitoring has been deemed a replacement for clinic visits.  Quote from the article (link immediately below)


"Designed to avoid regular visits to the clinic by patients wearing company's ICD's, CRT's, and similar devices, the system sends readings from the chest straight to your doc over the cellular phone network."

This is an interesting development because Biotronik has been taking market share from the big three medical device makers.  I think that the Biotronik capability reduce clinic visits translates into either more revenue or more free time.  Either one would be attractive for device managing physicians who may suggest to implanting physicians to choose Biotronik.  This may be a situation where a robust home monitoring system drives the choice of the brand of device to implant.  I do not have clear evidence, but I think the issue is worth investigating.


Three aspects of the Biotronik home monitoring system seem to differentiate it from others.  First, the monitoring unit is mobile and uses the GSM to communicate with the monitoring servers.  The monitoring servers in turn can notify the device managing physician or clinic with an email, SMS (text) message or fax.  Second, Biotronik home monitoring unit has what they call an intelligent traffic light system.  I haven't any information on how the intelligent traffic light system operates.  Finally, and I think most importantly, the Biotronik system has the capability of earlier detection than other systems of critical, arrhythmic events.  They claim that this is a "proven capability."  Since I have no information on the operational details or algorithms that they use, I cannot confirm or deny their claims.  


The German Government has shown its belief in the bright future of Biotronik and its Home Monitoring technology: Nominated for the German Federal President`s "Deutscher Zukunftspreis" (German Future Award): BIOTRONIK Home Monitoring for Online Monitoring of Heart Patients.

Update: 21 October 2009.  A little more information about the research the Biotronik performed with respect to the value and capabilities of their Home Monitoring system.


Biotronik Press Release Published in Reuters Regarding Home Monitoring.  This press release mentions three publications of the results of the Biotronik study.  I have not yet been able to obtain a copy.  From the outside, it's hard to assess of the significance of the technology or technologies that Biotronik has incorporated into their system. However, from the outside, it appears that with the possible exception of the mobile monitoring unit, it looks more like a publicity campaign than substance because there is nothing that I can see that clearly sets Biotronik's remote monitoring system from anyone else with respect to data collection and/or analysis.

Monday, October 19, 2009

Update on 29 September 2009 Posting

I have an update related to my 29 September posting, Medtronic Remote Programming Patent.I stated the following in that posting ...

I believe that Medtronic's patent ... reveals not only the extent of Medtronic's work on remote programming and their level of development of this technology, it reveals a product development path. ... The strategy that I believe Medtronic has taken is in keeping with long-standing trends in technology development.

Over the last several decades, the trend has been to move away from  specialized to more powerful, general-purpose processors. This enables products to be defined more by software than by hardware. Processing power has become smaller, less power hungry and cheaper, thus allowing software to become the means for defining the system's capability. Furthermore, this enables multiple products to be defined by a single hardware platform. ...

The Medtronic patent suggests a similar product strategy ... that different products will use fundamentally the same hardware architecture, but they will be defined by the software that they run. So, a pacemaker, a neurostimulator and a drug pump will share the same processor hardware platform, but their operation will be defined primarily by the software that they run. For example, take some time and examine pacemakers, ICDs. CRTs/CRT-Ds, neuro-stimulators, drug pumps, etc.  Although they have different purposes, they have enough in common to consider the possibility that all of them could share a common processor platform.

The implications are significant for all functional areas within Medtronic, from research and development, product development, software development and management, and from product support. Medtronic can leverage its enormous scale to make its scale as a company a major asset. It can substantially reduce the number of hardware platforms it supports, it can leverage its software development capabilities to have its software development groups produce software for multiple product lines, it can create more products without a substantial requirement for additional support each time a product is produced. ...



I unearthed an article published in the August 2008, Journal of Computers, titled "Design Overview Of Processor Based Implantable Pacemaker" authored by Santosh Chede and Kishore Kulat both from the Department of Electronics and Computer Science Engineering at the Visvesvarayan National Institute of Technology. (I do not have an address for you to access this article, however, if you search on the journal, the title and authors, you will find it.)


Their article describes the means by which they created a pacemaker using at Texas Instrument (TI) MSP430F1611 processor to build a pacemaker.  The TI MSP430 processor (TI MSP430 Microcontroller Website) is a general purpose RISC processor similar in architecture to the DEC PDP-11.  The TI MSP430 is designed for ultra-low power consumption and targeted to battery-powered, embedded applications.  In other words, this would be the kind of processor on which to base a line of implantable medical devices.  Having looked around the website, I noted that the application of the processor included medical devices, but not implants.  However, based on the Journal of Computers article, I can see a clear route to creating implants using this processor. (I haven't yet found a comparable processor, however, I suspect the existence of one or more.  As I find additional processors in this class, I shall make them known in this blog.)


Finally, I think the important message of the Journal of Computers article is that it is possible to use a general purpose processor and software to create a pacemaker or any other implantable medical device such as a neuro-stimulator, CRT-D, or drug-pump. As I discussed earlier, using a general purpose processor and software to create the product, can be an effective business and technical strategy.  




Sunday, October 18, 2009

New Communication Model for Medical Devices, Continued

I came across an IEEE journal article published in 2008 by two Welch Allyn research engineers.  The article has enough relevance to the topical area of my blog that I plan to devote at least one article to discuss it's contents.  The article addresses wireless communications and specifically, medical-grade wireless networks and issues surrounding their deployment.

I mention the IEEE article because having a reliable connection is a major concern to anyone who would implement a medical application that uses remote programming. Remote programming would involve downloading new instructions, new software or software patches to a device.  That download must be performed safely, securely and without error.  Furthermore, entire connection system would have to be extremely tolerant of errors and connection breaks.  In that vein, I discuss the Rosetta-Wireless connection model in more detail with special emphasis on how the model provides a reliable, logically stable and secure connection with significant throughput.  This is a continuation of the article titled "New Communications Model for Medical Devices" that I published 11 October 2009.  It is also a continuation of the article that I published on 14 October 2009," Medtronic Patent Application: Communication system for medical devices ."

I provide a slightly revised drawing of the connection model below.  (You should see a larger drawing in another window/tab if you click on the drawing). 




 


The area of interest of this discussion is defined by the curly-brace on the right. It is the communications path between the mobile server and the central server. As I had mentioned in my previous post the Central and Mobile Servers are logically identical; i.e., whatever data is on the Central Server will migrate to the Mobile Server and vice versa. So, if a file appears on the CS, it will be mirrored to the PS automatically. Furthermore, since the two servers are logical twins, they continue to maintain a logical connection with each other even when disconnected.

From a security standpoint, all transmissions are encrypted, all data on the mobile server is encrypted and the two system authenticate each other using a shared secret. The data on a Mobile Server is managed by a secure, centralized authority, thus if the Mobile Server is ever stolen, once that stolen Mobile Server contacts a Central Server, the Central Server will send a signal to erase it's data and terminate its operation. This is important because should anyone consider such a model as this for the transfer of medical data, the data and any device that manages that data in the field will have to be secured.

Wireless networks are inherently unreliable, they rely on radio technology with all it's physical instabilities to provide a connection.  Anything moving adds instability by continually moving in and out of coverage. The TCP/IP protocol was not designed to handle communications where there are frequent breaks and re-connections.  The protocol was designed for an “always connected” state.  Furthermore, the endpoints of the communications link – the service provider (server) or the user's equipment (client) – have been designed to “expect” an “always connected state as well.  Neither the network, appliances, user devices or users are designed to handle frequent communication breaks.

The crux of this model and the point of this article is to describe a means for transforming an intermittent and unreliable wireless connection environment into a reliable one. It does this in two ways.

First, the Mobile Server has the capability of utilizing more than one connection simultaneously (opportunistic routing).  If two or three connections are available, data can be send over all the connections simultaneously.  Should a connection suddenly drop, the system reconfigures itself and starts moving data over the remaining channels.  For example, the Mobile Server could have connections both with WiFi and 3G.  The WiFi connection could suddenly drop, but the data would be routed over the 3G connection, seamlessly and without interruption.  Thus the system is able to use connection redundancy in an effective manner and without the need to suddenly switch to an available  wireless connection once that wireless connection drops.  Since it can connect to an infinite number of wireless connections (the software is capable of doing this.  There are no limits on the number of simultaneous connections.), all the software does is move the traffic to the active connection(s). 

Second, the two servers, Mobile and Central, continually maintain a stable connection between each other.  Should their be a connection break, each server preserves the state of the data transfer (in the case of a file - a data or software file - with a known end point) or the state of the session should the transfer be a streaming connection (such as video or voice).  Should all connections drop, when the Mobile and Central Server reconnect, they authenticate each other and restart the transfer of data. 

(One aspect of the system related to its reliability is the capability of the Mobile Server to connect to a variety of Central Servers thus increasing system reliability by providing multiple connection paths to the System Service Provider Servers.)

Finally, it's time to describe the value of the model I've described to the endpoints.  The System Service Provider Servers (or Enterprise Server) is provided a stable, hardwired connection.  The applications running on the System Service Provider Servers are not required to handle any connection problems.  Adding the code to handle intermittent connections just adds to their complexity.  The engineers developing services, particularly those based on remote programming, can be assured that the transfer of data between the System Service Provider Servers and the Mobile Server is reliable and assured.

Once the necessary data or software reaches the Mobile Server, the Mobile Server connects in the usual manner to manage uploads, downloads and messages with a patient's device or devices.  (A discussion for a later article.)

Biotronik (http://www.biotronik.com/portal/home) has just introduced a new Home Monitoring system.  Their Home Monitoring system uses a wearable device monitor/wireless communications device similar to the Mobile Server I have described.  Their Home Monitoring Device appears to be tasked only for remote monitoring, not remote programming.  Biotronik bears watching.



Thursday, October 15, 2009

Future-Market Analysis: Global Patient Monitoring

http://www.reuters.com/article/pressRelease/idUS78250+14-Oct-2009+BW20091014

Although I do not endorse any products or companies in this blog, I did come across the notice from Reuters about a market research study regarding the market for global patient monitoring.  I thought that some of my readers might have an interest in the findings from study such as this, so I'm providing the link to the Reuter's press release.  I believe that obtaining the results of this study will require a substantial payment, although I suspect that some of the data will become freely available when journalists review and discuss it. Anyway, I'm posting this for anyone who might be interested.  I ask that if anyone obtains a copy of this study, please leave a comment regarding it on this blog.  Thank you.

2 Million Dollars Stimulus Grant To Fund Research On Wireless Patient Monitoring

http://www.medicalnewstoday.com/articles/167340.php

Wireless researchers and physicians from Rice University and The Methodist Hospital Research Institute won a $2 million Federal grant with the mandate to design and test next-generation wireless platforms and remote patient monitoring devices in Houston.  This program should be worth watching.

Wednesday, October 14, 2009

Medtronic Patent Application: Communication system for medical devices

On May 31, 2007, the US Patent Office published the Medtronic patent application, Communication system for medical devices, Application number: 20070123955. I came across this patent application today (10/14/2009).  Here's the abstract to the patent application:

A communications device facilitates communication between a medical device and a wireless communications network and comprises a telemetry circuit configured to wirelessly communicate with one or more medical devices, and a computer network communication interface configured to wirelessly communicate directly with a wireless computer network. 


I invite my readers to go to the USPTO website, look-up the patent application, and refer to Figure 3.  You will notice that this looks remarkably like the figure that I published in this blog on 10/11/2009.  There are a few differences, first, the Medtronic communications model is less robust than the one I showed.  Second, the Medtronic model does not show a multi-channel wireless communication or opportunistic routing capability.  Third, the Medtronic model does not include a Central Server and is missing the means to manage the unreliable network-side wireless connection. The differences I discussed are disclosed in a patent application filed in June 2004.  All indications are that a patent will be issued.



The Medtronic patent application bears a remarkable resemblance to US Patent 7,149,511, Wireless Intelligent Personal Server.  The major difference is that the Medtronic patent application is directed towards a medical application whereas Patent #7,149,511 is directed towards general use.  

The communication model defined by Patent #7,149,511 was extended and turned into the model that I showed after extensive analysis and systems modeling.  The communications model shared by both Patent #7,149,511 and the Medtronic patent application showed a lack of robustness.  While the model that I drew has shown itself to be extremely robust, secure and scalable.  The software that Rosetta-Wireless developed used the communications model that I drew. 



I mention this because I was part of a research and development program geared fundamentally towards the development of a secure, sophisticated and robust communications system with capabilities to support the transport of medical communications.  I mentioned in an earlier article in this blog that the NIH was interested in our communications model and it's ability to transport data for medical applications.


I say all this because I believe I understand the purpose of this Medtronic system as proposed in the patent application.  The Medtronic patent application discloses a means for transporting data and programs bidirectionally.  Thus, it is an enabling technology for supporting remote programming.  And if you read the Medtronic application, you will note that it does in fact mention remote programming.  


I believe this application is a marker that defines the level of interest that Medtronic has in remote programming.  And that level of interest appears significant.  They have a series of patents including a significant and broad patent that clearly marks-out the intellectual boundaries of remote programming.  Now, I have come across what can only be defined as an "enabling" technology patent application that defines how data and programming could be transported over wireless.

More to come ...