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#EBMT16 - Social Media in Hematology / Oncology / BMT

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Thompson @mtmdphd #EBMT16 Social Media Introduction Slides

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#EBMT16 - Social Media in Hematology / Oncology / BMT

  1. 1. www.ebmt.org#EBMT16 Social Media in Hematology / Oncology / BMT: Introduction Mike Thompson, MD, PhD @mtmdphd @Aurora_Cancer @Aurora_Health – Wisconsin, USA Valencia, Spain, 4 April, 2016
  2. 2. 2 @TheEBMT Twitter wall is live @TweetBeam: http://goo.gl/oXou05 Tag your tweets with #EBMT16 ! #bmtsm = CTO hashtag #EBMT16 #bmtsm
  3. 3. 3 • Intro – Mike Thompson, MD, PhD - @mtmdphd • How to Tweet – Navneet Majhail, MD - @BldCancerDoc • President EBMT - Mohamad Mohty, MD - @Mohty_EBMT • @TheEBMT Comm Coordinator - Mélanie Chaboissier • Patient Advocate - Maarten van der Weijden - @mvdweijden Social Media Panel #EBMT16
  4. 4. 4#EBMT16 @BldCancerDoc at #ASH14 Navneet Majhail, MD Director, Blood & Marrow Transplant Program, @ClevelandClinic | Tweets: blood cancers, blood/marrow transplant, health policy, musings as doc | Opinions my own I am among the converted
  5. 5. 5#EBMT16 All You need to Know! @BldCancerDoc: “Or How I Learned to Stop Worrying and Love Twitter" - @ASH_hematology http://ow.ly/Kj7CJ #ASH14 #bmtsm
  6. 6. 6#EBMT16 Resources ASCO15 Education Book. Table 1 - http://ow.ly/NwAZ5 • Using Social Media to Learn & Communicate: It Is Not About the Tweet - #ASCO15 Ed Book http://ow.ly/NwAZ5 • ASCO Social Media: http://www.asco.org/about-asco/social-media • How Can Social Media Improve Oncology Care? – Thompson. Comm Oncol 2013 http://ow.ly/C4kxZ • Social Media & the Practicing Hematologist: Twitter 101 for the Busy Healthcare Provider – Thompson et al. 2015. Curr Hematol Malignancy Reports • Social Media Myeloproliferative Neoplasms (MPN)-Focus on Twitter and the Development of a Disease-specific Community: #MPNSM - Pemmaraju et al. 2015. Cur Hematol Malignancy Reports • Disease-specific Hashtags For Online Communication Disease-Specific Hashtags For Online Communication About Cancer Care – Katz et al. 2015 JAMA Oncol. Nov 5, 2015 http://ow.ly/UiZ81 • & [Poster] #ASCO15 http://bit.ly/1cxy9Bp • Social media in cancer care: highlights, challenges & opportunities [3/30/16] - @DrAttai et al. "COSMO" @fsgfon http://ow.ly/105vXi Title Author(s) (Date) Link Medicine and Social Media: Why Do I Tweet? Younes A (June 15, 2009) http://ow.ly/sUlLO The Evolving Role of Healthcare Professionals Katz M (October 20, 2011) http://ow.ly/xcaKk Getting Started in Social Media – What to Do Before You Join Katz M (April 28, 2014) http://ow.ly/IHi6q Twitter 101: Signing Up – A Tutorial for Oncologists Katz M (May 4, 2014) http://ow.ly/xc8Wq Twitter 102: Account Settings – A Tutorial for Oncologists Katz M (May 5, 2014) http://ow.ly/xc8MO Twitter 103: Trolls, Malware & Spam – A Tutorial for Oncologists Katz M (May 5, 2014) http://ow.ly/xc7OA Internet, Social Media, Privacy Regulations, and Clinical Trials Bogler O, Thompson MA, Miller RS (June 2, 2014) http://ow.ly/xEy8f Social Media & Academic Oncology – Challenges and Opportunities Katz M (December 19, 2014) http://slidesha.re/1Jqa6B0
  7. 7. 7 • What is social media? • Why social media? • Use Cases – Networks & Impact • Meetings & Networks • Action Plan Outline #EBMT16
  8. 8. 8 • What is social media? • Why social media? • Use Cases – Networks & Impact • Meetings & Networks • Action Plan Outline #EBMT16
  9. 9. 9#EBMT16 What is Social Media? • Social media is a form of media • Media is used to communicate • Communication: at the core of what we do – with: – Patients – Colleagues – Public Thompson MA, Majhail NS, Wood WA, Perales M-A, Chaboissier M. Social Media and the Practicing Hematologist: Twitter 101 for the Busy Healthcare Provider. Current Hematologic Malignancy Reports. 2015.
  10. 10. 10#EBMT16 While social media is media, there are differences between social and traditional media… • Faster • Permanent (archived) • Interactive • Searchable • Impact often amplifies beyond the initial “broadcast” audience Thompson MA, Majhail NS, Wood WA, Perales M-A, Chaboissier M. Social Media and the Practicing Hematologist: Twitter 101 for the Busy Healthcare Provider. Current Hematologic Malignancy Reports. 2015.
  11. 11. 11#EBMT16 It’s not about the “Tweet” or the Platform… • Platforms: – Facebook – Blogs (e.g., ASCO Connection, KevinMD) – Forums (e.g., Doximity, Sermo, HealthTap) – LinkedIn – Image/video (eg, YouTube, Vine, Instagram, SnapChat, Periscope, Pinterest) – Twitter (& now w/ media integration) Thompson MA. Using Social Media to Learn and Communicate: It’s Not About the Tweet. In ASCO 2015 Annual Meeting Educational Book.
  12. 12. 12#EBMT16 It’s not about the “Tweet” or the Platform… • There is increasing blurring between these various tools, and the social media platforms have evolved and will continue to evolve. • They will not be the same years from now. • The content, curation, and connectivity are what matter Thompson MA. Using Social Media to Learn and Communicate: It’s Not About the Tweet. In ASCO 2015 Annual Meeting Educational Book.
  13. 13. 13 • What is social media? • Why social media? • Use Cases – Networks & Impact • Meetings & Networks • Action Plan Outline #EBMT16
  14. 14. 14#EBMT16 Why? • SM offers rapid incoming and outgoing forms of communications • Use cases: – Increase signal-to-noise ratio – Education networks – Crowdsourcing / crowdfunding – Collaboration – Promotion Thompson MA. Using Social Media to Learn and Communicate: It’s Not About the Tweet. In ASCO 2015 Annual Meeting Educational Book.
  15. 15. 15#EBMT16 Professional Workflow "We’ve reached a point where social media is now part of the professional workflow.“ via @Doctor_V @33Charts - http://ow.ly/HXX06
  16. 16. 16#EBMT16
  17. 17. 17#EBMT16
  18. 18. 18#EBMT16 Why scholars use social media (Twitter) Online Collaboration: Scientists & the Social Network - @Richvn @AcademicsSay - http://ow.ly/UQktv @nature - http://ow.ly/UQluG
  19. 19. 19 • What is social media? • Why social media? • Use Cases – Networks & Impact • Meetings & Networks • Action Plan Outline #EBMT16
  20. 20. 20#EBMT16 Cancer Tag Ontology (CTO) Disease-Specific Hashtags for Online Communication About Cancer Care E-pub 11/5/15 ; Print March 2016 @JAMAOnc http://ow.ly/UiZ81 Matthew S. Katz, MD - @subatomicdoc Audun Utengen, MBA - @audvin Patricia F. Anderson, MILS - @pfanderson Michael A. Thompson, MD, PhD - @mtmdphd Deanna J. Attai, MD - @DrAttai Claire Johnston, BA - @ClaireHJay Don S. Dizon, MD - @drdonsdizon
  21. 21. 21#EBMT16 CTO, OTO, PTO… via @symplur – can add hashtags • Cancer Tag Ontology (CTO) - http://ow.ly/LSlFx eg - #bmtsm #leusm #lymsm #mpnsm #mmsm • Oncology Tag Ontology (OTO) http://ow.ly/LSjvg - Clinical Tags – eg – #ImmunoOnc, #CardioOnc, #gerionc – #castemc = cancer stem cells – #hpeonc = Health Policy & Economics in Oncology • Introducing the Pathology Hashtag Ontology [3/11/16] - @JMGardnerMD @Symplur http://ow.ly/ZqFki
  22. 22. 22#EBMT16 Multiple Myeloma Social Media #mmsm • Online Patient Communities for the E-Patient: “Betwixt and Between” a New Patient & an Expert ASCO Connection - 8/29/13 • Embraced by MM thought leaders to educate • Quadrupled MD conversations about multiple myeloma from 2012-2013 – Reid et al. ASCO14 e17644 http://connection.asco.org/Commentary/Article/ID/3645/Online-Patient-Communities-for-the-E-Patient-Betwixt-and-Between-a-New-Patient-and-an-Expert.aspx
  23. 23. 23#EBMT16 #mmsm Myeloma Twitter Discussion Group • Developed #mmsm (multiple myeloma social media) Twitter discussion group with patient Cynthia Chmielewski (@myelomateacher). • Moderate & facilitate provider, patient, advocate discussions. • 10/15/15 - Dana Holmes (@DanaHolmes911) started a Facebook page to cover the #mmsm Twitter activity • https://www.facebook.com/MultipleMyelomaMMSMTweetChat
  24. 24. 24#EBMT16 #mmsm Topics (1) Date Topic People 09/15/13 Online Info, SMM Rajkumar, Orlowski 10/20/13 Induction; VRd vs CfRd Kumar 11/16/13 ECOG-ACRIN Mtg Thompson 01/26/14 Allo SCT in MM Hari 02/23/14 Racial Disparities in MM Rajkumar 03/16/14 Clinical Trials in MM Chmielewski 05/18/14 Can we cure MM? Fonseca 06/29/14 Amyloidosis Weiss 07/27/14 MRD Landgren 08/24/14 MM Risk Assessment Usmani 09/07/14 Crowdfunding for MM Research Ahlstrom
  25. 25. 25#EBMT16 #mmsm Topics (2) Date Topic People 11/23/14 Advocating for yourself and others Chmielewski (@MyelomaTeacher) 02/25/15 Panobinostat in multiple myeloma Rajkumar (@VincentRK) 03/12/15 #DFCIchat on multiple myeloma Ghobrial (@IreneGhobrial) 05/27/15 MGUS Screening and follow up Kristinsson (@sykristinsson) & Landgren (@DrOlaLandgren) 07/01/15 Role of imaging… Gertz (@MorieGertz) 07/22/15 Immuno-Oncology in Multiple Myeloma Cohen (@CohenAd_MMdoc) & Garfall (@AlGarfall) 09/09/15 Amyloidosis Weiss (@brendanweiss) 10/14/15 Allogeneic SCT Hari (@phari) 11/18/15 Social media in multiple myeloma @MyelomaTeacher & @northtxmsg 12/09/15 FDA Approval of Daratumumab Usmani (@szusmani) 12/16/15 FDA Approval of Elotuzumab Fonseca (@Rfonsi1) 01/20/16 FDA Approval of Ixazomib Kumar (@myelomaMD) 02/17/16 Agent Orange & M. Gammopathy Landgren (@DrOlaLandgren) 04/27/16 NEOD001 in Amyloidosis Gertz (@MorieGertz)
  26. 26. 26#EBMT16 Facebook MM Groups http://www.myelomacrowd.org/myeloma-crowd-radio/ • Multiple Myeloma Family & Caregiver Group • General Multiple Myeloma Information Group • MGUS Group • Smoldering Myeloma Group • Cyclin D(12;14) Group • MAF (14;16) Group • MAFB (14;20) Group • MMSET and FGFR3 (4;14) Group • CCND3 (6;14) Group • CCND1 (11;14) Group • Myeloma Patients with Kidney Issues Group • Myeloma Patients with Chromosome 1 Addition Group • Myeloma Patients with Chromosome 13 Deletion Group • Myeloma Patients with Chromosome 17 Deletion Group • Waldenstrom's Macroglobulinemia Patients • Plasma Cell Leukemia • General Multiple Myeloma Support Group • Myeloma UK Support Group • MM Allogeneic Transplant Group • Myeloma Australia Support Group • Multiple Myeloma Heavenly Heros
  27. 27. 27#EBMT16 #MCRI Myeloma Crowd Research Initiative • Patient-Driven, High-Risk Focused Search for a Cure • Filling Funding Gaps • Crowdsourced ideas - Finding the “Best” Available Research • 36 ideas vetted by Scientific Advisory Board • Top 10 socialized on Myeloma Crowd Radio to patient community • Votes by Patient Advisory Board & Scientific Advisory Board - 2 projects selected • Selection based on: – curative potential – time to clinic – applicability for high risk patients
  28. 28. 28#EBMT16 MCRI Crowdfunding • Peer-to-Peer campaign - patients and family members • 12-Day Challenge Social Media Campaign - promote awareness and involvement – Pharma corporate sponsors – Corporate sponsors provide prizes – Patients, family, large circle of friends – Celebrity spokespeople • Traditional fundraising tools/events • Goal: Involve patient community in taking action to advance their own cure
  29. 29. 29#EBMT16 Social Media and MPNs: #MPNSM Pemmaraju N, Gupta V, Mesa R, Thompson MA Curr Hematol Malig Rep. 2015 Dec;10(4)413-20.
  30. 30. 30#EBMT16 Selection of Physician-Investigators Mentioned on #MPNSM Pemmaraju N, Gupta V, Mesa R, Thompson MA Curr Hematol Malig Rep. 2015 Dec;10(4)413-20.
  31. 31. 31#EBMT16 #MPNSM: An ongoing Twitter conversation about MPNs • Inspired by: CTO (based on #hcsm & #btsm) (Katz et al Disease-Specific hashtags for online communication about cancer care - JCO. 2015;33 suppl abstr 6520); and for hematology specific influence, #mmsm • Founder of #MPNSM Twitter community : Naveen Pemmaraju, MD @doctorpemm – With key co-founders: @mtmdphd, @Vikas_Gupta_1, @mpdrc • First tweet: @doctorpemm [Aug 2014]but #mpnsm did not really take off as a regular hashtag until Dec’14-Jan’15: during/after #ASH15 meeting • As of Sept,13,2015: For #MPNSM, According to @symplur @healthcarehashtags project: Jan’15-Sept’15 – 2013 tweets from 285 participants – Resulting in: 4,049,415 impressions • Brings together, in real-time: investigators/researchers, MPN healthcare providers, patients, advocates, organizations for discussion of basic science, translational, and clinical topics in MPNs
  32. 32. 32#EBMT16 Cross Soc Med Platform use for BMT • @ASBMT Online Journal Club (@bmtojc, bmtojc.net) was launched in 2014 by Drs. @AndreasKleinMD, Perales, & Wood • Journal club is held quarterly for fellows on a Google hangout with live-streaming & archiving on YouTube & simultaneous discussion on Twitter • The article is presented by a fellow & a faculty discussant (often one of the lead authors of the article being discussed) • This is another example of social media being used for medical education (#MedEd) Thompson MA, Majhail NS, Wood WA, Perales M-A, Chaboissier M. Social Media and the Practicing Hematologist: Twitter 101 for the Busy Healthcare Provider. Section: Social Media Impact of Hematologic Malignancies. Current Hematologic Malignancy Reports. 10(4), 405-412. 10/09/15 online
  33. 33. 33#EBMT16 ASBMT Clinical Case Forum Web-Based Case Discussions In partnership with Best Doctors
  34. 34. Secure Login for Members and Invitees
  35. 35. ASBMT CCF – Cases
  36. 36. Figure 1. Cumulative number of cases posted on the ASBMT CCF. Pere Barba, Linda J. Burns, Mark R. Litzow, Mark B. Juckett, Krishna V. Komanduri, Stephanie J. Lee, Sean M. Devlin, Luciano J. Costa, Shakila Khan, Andrea King, Andreas Klein, Amrita Krishnan, Adriana Malone, Muhammad Mir, Carina Moravec, George Selby, Vivek Roy, Melissa Cochran, Melisa K. Stricherz, Michael D. Westmoreland, Miguel-Angel Perales, William A. Wood Success of an International Learning Health Care System in Hematopoietic Cell Transplantation: The American Society of Blood and Marrow Transplantation Clinical Case Forum null, 2015, Available online 21 December 2015 http://dx.doi.org/10.1016/j.bbmt.2015.12.008
  37. 37. Figure 2. Distribution of diseases in patients undergoing HCT reported in the CCF and in the United States (2013). Pere Barba, Linda J. Burns, Mark R. Litzow, Mark B. Juckett, Krishna V. Komanduri, Stephanie J. Lee, Sean M. Devlin, Luciano J. Costa, Shakila Khan, Andrea King, Andreas Klein, Amrita Krishnan, Adriana Malone, Muhammad Mir, Carina Moravec, George Selby, Vivek Roy, Melissa Cochran, Melisa K. Stricherz, Michael D. Westmoreland, Miguel-Angel Perales, William A. Wood Success of an International Learning Health Care System in Hematopoietic Cell Transplantation: The American Society of Blood and Marrow Transplantation Clinical Case Forum null, 2015, Available online 21 December 2015 http://dx.doi.org/10.1016/j.bbmt.2015.12.008
  38. 38. 39 • What is social media? • Why social media? • Use Cases – Networks & Impact • Meetings & Networks • Action Plan Outline #EBMT16
  39. 39. 41#EBMT16 #ASH13
  40. 40. 42#EBMT16 #ASH14
  41. 41. 43#EBMT16 #ASH13 -> #ASH14 • @chimoose (Greg Matthews) of @W2OGroup • MD conversations increased 44% • # of MDs tweeting increased 83% • Metrics for network quality
  42. 42. 44#EBMT16 ASH12 -> ASH14 Stakeholder Networks http://mdigitallife.com/the-evolution-of-ash-measuring-the-strength-of-online-networks/ ASH12 ASH14
  43. 43. 45#EBMT16 The Evolution of ASH – Measuring the Strength of Online Networks [12/1/15] - @KaylaRodrigue11 @MDigitalLife http://ow.ly/Vl1ph #ASH15
  44. 44. 46#EBMT16 #ASH14  #ASH15
  45. 45. 47#EBMT16 #ASH14  #ASH15 • @chimoose (Greg Matthews) of @W2OGroup • MD conversation increased by 175% • # of MDs tweeting increased by 85% • Metrics for network quality
  46. 46. 48#EBMT16 #EBMT2014 Physician Mention Map
  47. 47. 49#EBMT16 #EBMT15 Physician Mention Map
  48. 48. 50#EBMT16 #EBMT2014 vs. #EBMT15 Total physician authors increased from 14 in 2014 to 50 in 2015, but physician’s decreased as a portion of overall #EBMT15 health ecosystem conversation (Pt conversation incr 10%)
  49. 49. 51#EBMT16 #EBMT2014  #EBMT15 • @chimoose (Greg Matthews) of @W2OGroup • MD conversation increased by 453% • # of MDs tweeting increased by 257% • Metrics for network quality
  50. 50. 52#EBMT16 #ASH15 and #EBMT15 Comparison combination of number of posts and number of health ecosystem participants amount of participation from different health ecosystem stakeholder groups, e.g., doctors, patients, healthcare company execs, caregivers, etc the breadth of the topics discussed the level of connection & conversation engaged in by participants The presence of industry “heavy hitters” in the conversation *** Quality is higher for EBMT15 due to the smaller set of authors, resulting in a more connected conversation among all authors
  51. 51. 53#EBMT16 Network Scoring in 2016 Health Care Conf #ASCO15 = 100%. Can compare #EBMTxx vs. #ASHxx
  52. 52. 54 • What is social media? • Why social media? • Use Cases – Networks & Impact • Meetings & Networks • Action Plan Outline #EBMT16
  53. 53. 55#EBMT16 Action Plan • Create account – If tentative can “protect” and just watch • Follow high value tweeps • Follow hashtags and learn the culture • Engage at your own pace • Learn more (eg Mayo/Ragan, HootSuite, etc) • Mentor others
  54. 54. 56#EBMT16 Thank Yous Social media is a team learning and sharing experience…
  55. 55. 57#EBMT16 Thank You Mentors • Mike Fisch, MD, MPH - @fischMD • Bob Miller, MD - @rsm2800 • Vincent Rajkumar, MD - @VincentRK • Anas Younes, MD - @DrAnasYounes • Bryan Vartabedian, MD - @Doctor_V • Et alia
  56. 56. 58#EBMT16 Thank You #mmsm #MCRI #mmsm • @myelomacinderell • @MyelomaTeacher • @VincentRK • @Myeloma_Doc • @MyelomaMD • @DanaHolmes911 • And many others #MCRI • @AhlstromJenny • @paulahlstrom • @myelomacrowd • & all of the volunteers…
  57. 57. 59#EBMT16 Thank You CTO & W2O CTO • Matthew S. Katz, MD - @subatomicdoc • Audun Utengen, MBA - @audvin • Patricia F. Anderson, MILS - @pfanderson • Michael J. Fisch, MD - @fischMD • Deanna J. Attai, MD - @DrAttai • Lee Aase - @LeeAase • Bob Miller, MD - @rsm2800 • Claire Johnston, BA - @ClaireHJay • Thomas Lee - @tmlfox • Don S. Dizon, MD - @drdonsdizon W2O • Brian Reid - @brianreid • Greg Matthews - @chimoose • @KaylaRodrigue11 • @W2OGroup • @MDigitalLife • The Social Oncology Project • 2013: http://ow.ly/VjJKr • 2014: http://ow.ly/R0oNs • 2015: http://ow.ly/NHNGb • The Evolution of ASH – Measuring the Strength of Online Networks [12/1/15] http://ow.ly/Vl1ph
  58. 58. 60#EBMT16 #EBMT15 Physician Mention Map
  59. 59. 61#EBMT16 .@TheEBMT will continue to popularize Twitter, especially at #EBMT16 as a means to amplify the scientific impact. http://ow.ly/ThcxT
  60. 60. 62#EBMT16 Addendum
  61. 61. 63#EBMT16 9 next generation metrics to measure the effectiveness of an online network • Rather than just looking at the number of posts (size) or the theoretical “reach” of the authors of those posts (an aggregation of the number of followers each poster has – a misleading measurement), we’re measuring online conversations with 9 different metrics: • Size Index: Our index incorporates the number of posts & the number of unique health ecosystem authors (validated & indexed stakeholders in the health ecosystem like doctors, patients, hospitals, reporters, healthcare companies, caregivers, etc.) • Author Diversity: How many different stakeholder groups are represented in the conversation? Is it just doctors? Or just healthcare company executives? • Content Diversity: How broad are the topics that are discussed at the conference? • Connectivity: How well-connected are the participants in the conversation to each other? • Equitability: Are there one or two people who dominate the conversation, or is there a more equal share among participants? • Originality: How many posts are original vs shared (or retweeted) posts? • Temporality: How long is the nose (pre-conference) and tail (post conference) relative to the conversation occurring in real time during the conference? • Impact: How many of the participants have real influence in the online health ecosystem? • Conversationality: How many posts represent actual conversations between participants as opposed to simple posts? The 9 next generation metrics to measure the effectiveness of an online network [1/11/16] @chimoose @MDigitalLife http://ow.ly/Xf1mY
  62. 62. 64#EBMT16 Education Outreach A few examples to RT An educated & engaged (via social media & IRL) public necessary to sustain a national #clinicaltrials infrastructure - @mtmdphd #ClinicalTrials Information for Patients and Caregivers - @theNCI @NIH http://ow.ly/YqDRV Creating a "culture of research" in a community hospital: Strategies & tools from @theNCI NCCCP - Dimond et al. 2015 http://ow.ly/Jw6hM RT @rsm2800 “I think a big misconception about clinical trials is that they are the “last resort.” In many cases they may be best first option "Without clinical trials, cancer treatment would always remain the same." via @TomBeer in @OncologyTimes ow.ly/fmaKk
  63. 63. 65#EBMT16 CTO - More detail in the poster… 1) Disease-specific hashtags for online communication about cancer care - @subatomicdoc et al. #ASCO15 Abstr 6520 http://ow.ly/MV516 2) Slideshare: http://www.slideshare.net/subatomicdoc/disease-specific-hashtags-for-communication-about-cancer-care-48866106
  64. 64. Contents are proprietary and confidential. 0 5000 10000 15000 20000 25000 30000 35000 2009 2010 2011 2012 2013 2014 Patient Mentions of Doctors Doctor Mentions of Patients 8,404% Growth 3,896% Growth An increasingly connected community
  65. 65. 67#EBMT16
  66. 66. 68#EBMT16 Following Meeting Tweets – and Analytics in Real Time… Navneet Majhail, MD @BldCancerDoc 6h6 hours ago 12,000 tweets by 2300 tweeters in 1st two days of #ASH15 http://www.symplur.com/healthcare- hashtags/ASH15/analytics/?hashtag=ASH15&fdate=12%2F04%2 F2015&shour=00&smin=00&tdate=12%2F06%2F2015&thour=00 &tmin=00 …
  67. 67. 69#EBMT16 #ASH15 Analytics…in real time… Tejas Desai, MD @nephondemand Realtime #ASH15 analytics: Tremendous activity from Day -1 to 0: 16,263 tweets from 2,521 authors.
  68. 68. 70#EBMT16 #ASH15
  69. 69. 71#EBMT16 Mathematicians mapped out every “Game of Thrones” relationship to find the main character http://qz.com/650796/mathematicians-mapped-out-every-game-of-thrones-relationship-to-find-the-main-character/?utm_source=digg&utm_medium=twitter

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