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BHI 2017 Data Analytics and Visualization Challenge

Discover the top gaining phrases in patent search results related to precision medicine, digital printing, and managing treatment. Explore the trends in health monitoring, imaging, artificial intelligence, and information management.

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BHI 2017 Data Analytics and Visualization Challenge

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  1. Ronald P. Loui, Ph.D. U Illinois SPI USA “precision medicine” “medicine by targeting” “digital printing” “managing treatment” “health tracker” Were Top Gaining Phrases in 2010-2015 Patent Search Results BHI 2017 Data Analytics and Visualization Challenge

  2. BHI.csv • We were given access to a USPTO recent-patent-search related to some BHI keywords, e.g., “bioinformatics” and “mobile health”

  3. Data Cleaning and Understanding • Some initial steps taken: • Examine the data, convert csv to txt, examine again • Remove “duplicates” when YEAR and alpha(TITLE) have been seen before • Some manual repair, examine again • Do word-frequency analysis: • 1536 health, 852 system, 715 method, 553 imaging, 540 digital, 396 monitoring • 137 management, 93 image, 92 intelligence, 92 information, 92 artificial, 85 patient

  4. Counting Common Phrases • Based on technical phrase spotting • MOST COMMON: • 239 healthmonitoring, 209 digitalimaging, 105 imagingdevice, 91 artificialintelligence, 75 healthmanagement, 54 structuralhealthmonitoring, 48 stateofhealth, 46 digitalimagingdevice • SINCE 2000: • 237 healthmonitoring, 157 digitalimaging, 87 imagingdevice, 75 structuralhealth, 74 healthmanagement, 68 artificialintelligence, 54 structuralhealthmonitoring, 48 stateofhealth, 37 healthinformation • MOSTLY ARTIFACTS OF ORIGINAL SEARCH TERMS!

  5. Since 2000 Most Common Images from emmbie.com, 123RF.com, technology review, surveymonkey

  6. What are the Top Gaining Phrases in the Past Decade? • +36 Σ=239 health::monitoring 90s=2 00s=146 10s=91=182/2 • 90’s[..] • 00’s[....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....+] • 10’s[....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|....|.] • +26 Σ=13 internet::of::things 90s=0 00s=0 10s=13=26/2 • 90’s[] • 00’s[] • 10’s[....|....|...] • +21 Σ=48 state::of::health 90s=0 00s=25 10s=23=46/2 • 90’s[] • 00’s[....|....|....|....|....|] • 10’s[....|....|....|....|…] • +21 Σ=12 imaging::optical • +20 Σ=22 patient::health • +17 Σ=28 monitoring::health Images from emmbie, iritech, mightycasey Note that 2010s counts are doubled, so 91 uses in 2011-2015 becomes 182 “for the decade,” noted as “182/2”

  7. What are the top Gainers in % in the Past Decade? • +100% count=8 optical::device • +100% count=7 managing::treatment • +100% count=7 analogtodigial::conversion • +100% count=6 inkbased::digital • +100% count=6 digital::printing • +100% count=5 precision::medicine • +100% count=5 medicine::by::targeting • +100% count=5 improving::health • +100% count=5 health::tracker Images from Am Ph Assn, Elsevier, DailyDot

  8. What are the top Decliners in % in the Past Decade? • -100% count=11 imaging::using • -100% count=14 illumination::and::imaging • -100% count=17 digital::imagingbased • -100% count=9 image::capturing • -100% count=9 capturing:and::processing • -100% count=8 digital::radiography • -100% count=7 capture:and:processing

  9. A RegExp Search/Trend/Cite Tool • Health info.* • 2000 1 [[]] • 2001 • 2002 2 [[]][[]] • 2003 2 [[]][[]] • 2004 2 [[]][[]] • 2005 2 [[]][[]] • 2006 3 [[]][[]][[]] • 2007 4 [[]][[]][[]][[]] • 2008 3 [[]][[]][[]] • 2009 5 [[]][[]][[]][[]][[]] • 2010 3 [[]][[]][[]] • 2011 5 [[]][[]][[]][[]][[]] • 2012 2 [[]][[]] • 2013 2 [[]][[]] • 2014 1 [[]] • 2000::06-12::320715.02::method apparatus and system for providing health information • 2002::10-24::2635.004::health information gathering system • 2002::11-08::::portable personal health information package • Etc.

  10. A RegExp Search/Trend/Cite Tool • Prec.* med • 2011 1 [[]] • 2012 • 2013 • 2014 3 [[]][[]][[]] • 2015 2 [[]][[]] • 2011::02-24::1824.091::method and system for determining precursors of health abnormalities from processing medical records • 2014::09-18::069496-080096-c::precision medicine by targeting rare human pcsk variants for cholesterol treatment • 2014::11-07::069496-082993-cip::precision medicine by targeting vegfa variants for treatment of retinopathy • 2014::11-07::069496-082994-cip::precision medicine by targeting pdl variants for treatment of cancer • 2015::03-17::069496-082998-div::precision medicine by targeting pdl variants for treatment of cancer • 2015::03-23::069496-082416-cip::precision medicine by targeting human nav variants for treatment of pain

  11. A RegExp Search/Trend/Cite Tool • Digital imag.* • 1995 1 [[]] • 1996 4 [[]][[]][[]][[]] • 1997 6 [[]][[]][[]][[]][[]][[]] • 1998 19 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 1999 9 [[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2000 14 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2001 12 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2002 11 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2003 14 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2004 22 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2005 26 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2006 14 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2007 22 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2008 19 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2009 8 [[]][[]][[]][[]][[]][[]][[]][[]] • 2010 8 [[]][[]][[]][[]][[]][[]][[]][[]] • 2011 11 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2012 13 [[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2013 9 [[]][[]][[]][[]][[]][[]][[]][[]][[]] • 2014 3 [[]][[]][[]]

  12. Additional Useful Metadata • References / Cited Patents • Assignee / Inventor List • Abstract (finally, stem frequency information!)

  13. A Clustering of 2015 Patents • 1. continuous capacitor health monitoring and power supply system • 2. systems methods and computer program products for monitoring the behavior health and/or characteristics of an animal • 3. systems and devices for emergency tracking and health monitoring • 4. method and system for real time visualization of individual health condition on a mobile device • 5. method and system for real time visualization of individual health condition on a mobile device • 6. system and method for evaluating ocular health • 7. back support health-enhancing device • 8. precision medicine by targeting pd-l1 variants for treatment of cancer • 9. precision medicine by targeting human nav1.8 variants for treatment of pain • 10. precision medicine by targeting human nav1.9 variants for treatment of pain • 11. system and method for digital tooth imaging • 12. (00083) methods for maintaining or improving health well-being and/or a physiological function in a subject • 13. digital food imaging analysis: system and method to analyze food consumption • 14. probiotic composition for oral health • 15. apparatus and method of diagnosing health by using voice • 16. compositions and methods for improving overall tooth health and appearance

  14. Clustering shows (4,5) and (8,9,10) similarity • 4. method and system for real time visualization of individual health condition on a mobile device • 5. method and system for real time visualization of individual health condition on a mobile device • 8. precision medicine by targeting pd-l1 variants for treatment of cancer • 9. precision medicine by targeting human nav1.8 variants for treatment of pain • 10. precision medicine by targeting human nav1.9 variants for treatment of pain

  15. 2014-2015 Tag Cloud

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