- Brussels, BE Sungtae AN - Atlanta GA, US Jimeng SUN - Atlanta GA, US Myung CHOI - Atlanta GA, US Cynthia DILLEY - Smyrna GA, US Chris CLARK - Smyrna GA, US Joseph ROBERTSON - Smyrna GA, US
International Classification:
G06F 19/00 G06N 3/04 G06N 3/08
Abstract:
A method of building a machine learning pipeline for predicting refractoriness of epilepsy patients is provided. The method includes providing electronic health records data; constructing a patient cohort from the electronic health records data by selecting patients based on failure of at least one anti-epilepsy drug; constructing a set features found in or derived from the electronic health records data; electronically processing the patient cohort to identify a subset of the features that are predictive for refractoriness for inclusion in a predictive model configured for classifying patients as refractory or non-refractory; and training the predictive computerized model to classify the patients having at least one anti-epilepsy drug failure based on likelihood of becoming refractory.
Method And System For Predicting Optimal Epilepsy Treatment Regimes
- Brussels, BE Sungtae AN - Atlanta GA, US Jimeng SUN - Atlanta GA, US Myung CHOI - Atlanta GA, US Cynthia DILLEY - Smyrna GA, US Chris CLARK - Smyrna GA, US Joseph ROBERTSON - Smyrna GA, US
International Classification:
G06F 19/00 A61B 5/00
Abstract:
A method of building a machine learning pipeline for predicting the efficacy of anti-epilepsy drug treatment regimens is provided. The method includes providing electronic health records data; constructing a patient cohort from the electronic health records data by selecting patients based on a defined target variable indicating anti-epilepsy drug treatment regimen efficacy; constructing a set features found in or derived from the electronic health records data; electronically processing the patient cohort to identify a subset of the features that are predictive for anti-epilepsy drug treatment regimen efficacy for inclusion in predictive models configured for generating predictions representative of efficacy for a plurality of anti-epilepsy drug treatment regimens; and training the predictive computerized model to generate predictions representative of efficacy for a plurality of anti-epilepsy drug treatment regimens for the patients based on the defined target variable indicating anti-epilepsy drug treatment regimen efficacy.
Dr. Clark graduated from the Texas A & M University Health Science Center Colle of Medicine in 1994. He works in Garland, TX and specializes in Family Medicine. Dr. Clark is affiliated with Baylor Medical Center Garland and Baylor University Medical Center.
Etowah Pathology Associates
833 Campbell Hill St NW, Marietta, GA 30060 Cartersville Medical Center
960 Joe Frank Harris Pkwy SE, Cartersville, GA 30120 DGL Pathology
PO Box 200008, Cartersville, GA 30120
Swift Transportation Decatur, GA Mar 2012 to Feb 2015 OTR DriverAtlantic CDL Training Center Covington, GA Feb 2012 to Mar 2012 StudentAction Heating and Air Conditioning Social Circle, GA Oct 2011 to Feb 2012 Lead InstallerUniversal Heating & Cooling Norcross, GA Oct 2009 to Sep 2011 Lead InstallerAce & A Heating & Air Decatur, GA Mar 2008 to Aug 2009 Lead InstallerPeppers Heating and Air Conyers, GA Apr 2006 to Mar 2008 Lead InstallerMorningside Plumbing Covington, GA Aug 2005 to Mar 2006 Lead InstallerTerry Hicks Electric Covington, GA Mar 2005 to Aug 2005 Electrician HelperAvalon Exterminating Monroe, GA Nov 2004 to Mar 2005 Termite TechnicianArrow Exterminating Conyers, GA Aug 2004 to Nov 2004 Termite TechnicianAvalon Exterminating Monroe, GA Mar 2003 to Aug 2004 Termite Technician
Education:
ESCO Institute 1991 to 1991 EPA Universal CertificationDekalb Tech 1989 to 1989 G.E.D.Newton County Comprehensive High School Decatur, GA 1985 to 1988
Mar 2012 to 2000 OTR DriverAction Heating and Air Conditioning (770)464-1771 Social Circle, GA Oct 2011 to Feb 2012 Lead InstallerUniversal Heating & Cooling 770-908-8488 Norcross, GA Oct 2009 to Sep 2011 Lead InstallerAce & A Heating & Air 404-373-4074 Decatur, GA Mar 2008 to Aug 2009 Lead InstallerPeppers Heating and Air 770-483-1282 Conyers, GA Apr 2006 to Mar 2008 Lead InstallerMorningside Plumbing 678-342-7049 Covington, GA Aug 2005 to Mar 2006 Lead InstallerTerry Hicks Electric Covington, GA Mar 2005 to Aug 2005 Electrician HelperAvalon Exterminating Monroe, GA Nov 2004 to Mar 2005 Termite TechnicianArrow Exterminating Conyers, GA Aug 2004 to Nov 2004 Termite TechnicianAvalon Exterminating Monroe, GA Mar 2003 to Aug 2004 Termite Technician
Education:
Esco institute 1993 to 1993 EPA Universal CertificationDekalb Tech Decatur, GA 1989 G.E.D.Newton County Comprehensive High School Decatur, GA 1985 to 1988
2013 to 2000 Regional Sales Director - Southeast USWindstream Communications Atlanta, GA 2010 to 2012 Area Vice President, Business SalesWindstream Communications Nashville, TN 2005 to 2010 District Sales DirectorWindstream Communications Greenville, SC 2004 to 2004 Director of Technical ServicesWindstream Communications Nashville, TN 2000 to 2004 Regional Manager Sales EngineeringWindstream Communications Nashville, TN 1999 to 2000 Sales EngineerWindstream Communications Nashville, TN 1998 to 1999 Senior Account ExecutiveMCI Nashville, TN 1996 to 1997 Account Development ManagerMetrocall Nashville, TN 1995 to 1996 Dealer Manager
Education:
Samford University Birmingham, AL 1993 B.S. in Business
Dwaymon Baysinger, Frank Dicandia, Brenda Ross, Karen Burton, Spencer Hendrix, Mark Lyons, Kelly Lewis, Teresa Garner, Jill Reardon, Terry Warren, Tony Lightsey, Cathy Clawson
30-goal plateau for the first time in his four NHL seasons. Protas is the first Capital with as many as three shorthanded goals in a season since Evgeny Kuznetsov had three in 2021-22. The last time a Capital scored more than three shorthanded goals in a season was Chris Clark, with four in 2006-07.
Date: Mar 31, 2025
Category: Your local news
Source: Google
The 2024 Makeup Artists & Hair Stylists Guild (MUAHS) Nominations
Best Period and/or Character Hair StylingBridgerton(Netflix) Erika Okvist, Farida Ghwedar, Emma RigbyFeud: Capote vs The Swans(FX) Sean Flanagan, Chris Clark, Josh Gericke, Kevin MaybeeMary & George(STARZ) Paul Gooch, Adam James Phillips, Julia VernonMy Lady Jane(Amazon Pri
Date: Dec 10, 2024
Category: Entertainment
Source: Google
Xcel's plans in Becker would create one of largest solar plants in country
"We are committed to moving the Sherco Solar project forward to deliver significant new clean energy to our customers and communities," Chris Clark, Xcel's president for Minnesota, said in a press statement. "These projects will be the lowest-cost solar on our Upper Midwest system and demonstrate ou
Date: May 08, 2023
Category: Business
Source: Google
Lamar Jackson, Patrick Mahomes, and What Playoff QBs Say About the NFL
, a massive swing. But Howard suffered an injury halfway through the season and played just three games after Week 6. While Tunsil finished the season with the third-highest pass blocking grade out of 91 tackles to play 200 snaps, Howards replacement at right tackle, Chris Clark, finished no. 77. S
This is a great opportunity for us to be working with Razer in addressing how we work to bring the unbanked and underserved population into the financial system, Chris Clark, Visas regional president for the Asia Pacific, told TechCrunch. We will be doing some work with Razer on financial litera
Date: Jun 23, 2019
Category: Business
Source: Google
Mike Tanier's Pre-Combine Mock Draft: Where We Stand Before Everything Changes
are a little slow, his finishes are sometimes passive, and his punch isn't quite punchy enough. But he's massive (6'6", 325 lbs), with the tools to be a road-grader at right tackle and good enough technique to keep Newton from getting creamed if he takes over immediately for free agent Chris Clark.
The Little Mix star is newly single following a split from singer Harry James in November after 16 months together. She has previously dated reality star Chris Clark and been engaged to Rixton star Jake Roche.
Date: Jan 23, 2019
Category: Headlines
Source: Google
Ron DeSantis is Florida’s next governor. Margin barely budges after machine recount.
campaign trail and has now been hired as the incoming first ladys assistant. Meanwhile, other additions formerly worked for other DeSantis political allies, such as a former adviser to Gov. Jeb Bush, Chris Clark; staff assistant of Sen. Marco Rubio, Amanda Emmon; and a lawyer who used to work for Gov. R
LondonManaging Director at Clark Marketing I'm Chris Clark, an engaging and entreprenurial marketing agency owner and networker. Mid 50's I'm inquisitive, intelligent, and love a great discussion. I work... I'm Chris Clark, an engaging and entreprenurial marketing agency owner and networker. Mid 50's I'm inquisitive, intelligent, and love a great discussion. I work in Digital Advertising and Conversion, and Social Media Marketing, the latest area of the internet.
Beaverton OregonFounder at Clark Fork Media LLC Founder
Clark Fork Media
The Senior List, LLC
http://www.theseniorlist.com
Pro Guide Finders, LLC
http://www.proguidefinders.com
Nashville, TN Atlanta, GA Chicago, IL Boston, MA Fort Worth, TX Makawao, HI Napa, CA Reno, NV Denver, CO
Education:
Trevecca Nazarene University - B.S. Information Technology, Waubonsie Valley - High School
Relationship:
Married
About:
I am a Nashville, Tennessee based photographer with my main focus on street and urban works but I sometimes explore other areas of interest too. I work in IT for a living currently but hope to have mo...
Tagline:
Enthusiast Photographer • Technology Geek
Chris Clark
Lived:
Los Gatos, CA Louisville, KY Georgetown, DC Greeley, CO Palo Alto, CA Hilo, HI Portland, OR
Work:
Ford Motor Company - Vehicle Assembly Technician (6-10)
Education:
University of Louisville, Ballard HS - Louisville
Chris “Gas Man” Clark
Work:
Buckeye Pipe Line - RDP (1997)
Education:
Henry Ford Community College - Computers, Flat Rock High School
About:
Ok, well, here I am... on a social website. HI
Tagline:
Working to Ride!
Bragging Rights:
2 Harleys, 2 Cars, 1 House, and last time I checked 1 wife.
Chris Clark
Work:
Bonfyre App - VP Internet Marketing (2011) Off Campus Media - VP Internet Marketing (2010-2012) V-Fluence - VP (2002-2010)
Education:
Southeast Missouri State University - Public Relations
About:
Vice President of Internet Marketing for Off Campus Media, parent company of Bonfyreapp, Decantery and the Movingoffcampus.com network.
Tagline:
Vice President Internet Marketing for Off Campus Media: Parent company of BonfyreApp.com, Decantery.com and Movingoffcampus.com. SEO, SEA, SM and BS...
Chris Clark
Education:
Curtis Institute of Music - Trombone, Juilliard School - Trombone, The Catholic University of America - Trombone - DMA
Relationship:
Married
About:
Husband, Dad, Homebrewer, Cyclist, Musician, Beach bum, Recovering triathlete, photographer, and lover of learning, teamwork, beer, adventure, and more!!!
Tagline:
A musician and brewer, trying to stay on my bike, and love my wife and son with all my heart.
Bragging Rights:
Won my current position with "The President's Own" U.S. Marine Band in 1999, finished Ironman Lake Placid in 2003 and 2004, married Brett in 2003, had Kyle in 2009, DMA IN 2009...
Chris Clark
Work:
Microsoft - Compression Engineer
Education:
Seattle University - Organization Systems Renewal, Seattle Pacific University - Educational Ministry, Mount Si High School
Tagline:
We are all part of the solution.
Chris Clark
Work:
Independent - Occasionally make websites (2009)
Education:
Maryland Institute College of Art - Graphic Design, University of Kansas - Painting and Printmaking
About:
My name is Chris. During the day I sit at my desk by my window overlooking Baltimore and make websites. At night I move three feet to my couch and drink beers and make websites. I also like cooking st...
Tagline:
Hilarity never ensues.
Chris Clark
Work:
Ernst & Young - FIDS Staff
Education:
Texas A&M University - MS Accounting, Texas A&M University - BBS Accounting, Smithson Valley High School