personalizedmedicine, Twitter, 10/16/2020 3:12:19 AM, 238050


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personalizedmedicine_2020-10-15_19-43-00.xlsx
personalizedmedicine_2020-10-15_19-43-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 16, 2020
Short Description:
personalizedmedicine via NodeXL https://bit.ly/2H3ASrJ
@journalbio
@permedcoalition
@pmedcast
@ineelbot
@time
@srbr_outreach
@europersonaliz1
@royalvoxpost
@dnaed_tech
@contevillel

Top hashtags:
#personalizedmedicine
#healthcare
#precisionmedicine
#cancer
#ai

Description:
Description
The graph represents a network of 1,079 Twitter users whose tweets in the requested range contained "personalizedmedicine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 October 2020 at 02:44 UTC.

The requested start date was Friday, 16 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 19-hour, 19-minute period from Saturday, 01 August 2020 at 00:46 UTC to Thursday, 15 October 2020 at 20:06 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1079
Unique Edges : 861
Edges With Duplicates : 1781
Total Edges : 2642
Number of Edge Types : 5
MentionsInRetweet : 1143
Replies to : 17
Retweet : 692
Mentions : 474
Tweet : 316
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0427728613569322
Reciprocated Edge Ratio : 0.082036775106082
Connected Components : 193
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 340
Maximum Edges in a Connected Component : 1197
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.220082
Graph Density : 0.00121565181806146
Modularity : 0.52334
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,079 Twitter users whose tweets in the requested range contained "personalizedmedicine", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 October 2020 at 02:44 UTC.

The requested start date was Friday, 16 October 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 75-day, 19-hour, 19-minute period from Saturday, 01 August 2020 at 00:46 UTC to Thursday, 15 October 2020 at 20:06 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : personalizedmedicine
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://www.pmedcast.com/2020/08/05/episode-017/
[17] https://www.longdom.com/webinars/personalizedmedicine
[12] https://medicaltransformationcenter.com/personalized-medicine/
[6] https://biotech-atelier.com
[6] https://www.frontiersin.org/articles/10.3389/fneur.2020.00860/full
[6] https://werkenbijumcg.nl/-/vacatures/phd-position-clinical-trials-and-personalized-medicine/10419-02s0005w8p?inheritRedirect=true&redirect=/vacatures%3Fq%3Dphd
[5] http://link.springer.com/10.1007/978-3-030-35727-6_5
[5] https://mtmweb.biz/
[5] https://healthitanalytics.com/news/precision-medicine-approach-could-improve-heart-disease-treatment
[4] https://journals.lww.com/oncology-times/Fulltext/2020/10050/Personalized_Medicine_Coalition_Releases_New.6.aspx

Top URLs in Tweet in G1:
[6] https://www.frontiersin.org/articles/10.3389/fneur.2020.00860/full
[4] https://www.linkedin.com/slink?code=gZRiMG9
[4] https://www.linkedin.com/posts/vaclavkirsner_clinicalresearch-medicaldevice-endometriosis-activity-6700906547570102272-Csom
[3] https://biozhena.wordpress.com/how-the-ovulona-will-help-physicians-manage-womens-health-issues/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2939757/
[3] https://healthitanalytics.com/news/precision-medicine-approach-could-improve-heart-disease-treatment
[3] https://www.clinicalomics.com/topics/precision-medicine-topic/oneoncology-foundation-medicine-partner-on-comprehensive-genomic-profiling/
[3] https://www.oncology-central.com/opinion/twist-bioscience-advancing-technology-to-further-the-precision-medicine-field-an-interview-with-emily-leproust/?utm_campaign=Oncology
[2] https://shows.acast.com/amplify/episodes/episode-2
[2] https://buff.ly/3i3SHTO

Top URLs in Tweet in G2:
[12] https://medicaltransformationcenter.com/personalized-medicine/
[3] https://medicalresearch.com/
[3] https://www.medisca.com/pages/scheduleappointment.aspx
[3] https://cancercelltreatment.com/2018/08/13/binaural-beats-the-power-of-sound/
[3] https://cancercelltreatment.com/2019/02/20/traveling-for-cancer-treatments/
[2] https://www.ispecimen.com/blog/als-on-a-chip-to-potentially-improve-personalized-medicine/
[2] https://isctmautumn.societyconference.com/v2/
[2] https://mtmweb.biz/blog/2018/smart-patients-using-smartphones-in-the-internet-of-medical-things/
[2] https://cancercelltreatment.com/2014/12/07/what-is-oxidative-stress-and-free-radical-damage/
[1] https://www.linkedin.com/slink?code=dm6YWfu

Top URLs in Tweet in G3:
[26] https://www.pmedcast.com/2020/08/05/episode-017/
[3] https://www.pmedcast.com/2020/07/14/ep016/
[3] https://www.pmedcast.com/2020/07/01/ep015/
[3] https://www.tenthpin.com/insights/patient-centric-value-chains-for-cell-and-gene-therapy-market-create-significant-challenges-in-system-integrations-2/
[2] https://twitter.com/pmedcast/status/1291674989561876486
[2] https://s3.amazonaws.com/ingentium-kb1/charisma-podcasts/pmkb/data/cea989b0-d7c1-11ea-a81b-a2725a62e3c2.mp3?utm_source=dlvr.it&utm_medium=twitter
[2] https://healthitanalytics.com/news/big-data-initiative-will-advance-pediatric-cancer-precision-medicine
[2] https://healthitanalytics.com/news/precision-medicine-approach-could-improve-heart-disease-treatment
[2] https://healthitanalytics.com/news/deep-learning-algorithm-could-enhance-genomic-sequencing
[1] https://www.pmedcast.com/2020/01/09/episode-004-improving-patient-recruitment-for-clinical-trials-with-christian-erb/

Top URLs in Tweet in G4:
[4] https://journals.lww.com/oncology-times/Fulltext/2020/10050/Personalized_Medicine_Coalition_Releases_New.6.aspx
[3] https://www.prnewswire.com/news-releases/new-patient-centered-research-agenda-for-personalized-medicine-outlines-45-questions-across-nine-areas-with-emphasis-on-improving-education-access-301116290.html?tc=eml_cleartime
[3] https://www.foley.com/en/insights/publications/2020/08/does-payer-coverage-drive-genomic-test-utilization?utm_source=Twitter&utm_medium=Social
[2] http://www.personalizedmedicinecoalition.org/News/Press_Releases/New_Report_Underlines_Inconsistent_Use_of_Genomic_Testing_in_US_Even_Among_States_With_Favorable_Coverage_Policies
[2] https://www.statnews.com/2020/09/25/personalized-medicine-two-trump-administration-proposals/
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzA5NTk1Ng==
[1] https://pmc.informz.net/informzdataservice/onlineversion/pub/bWFpbGluZ0luc3RhbmNlSWQ9MzA2NDE2OQ==
[1] http://www.personalizedmedicinecoalition.org/Education/More_Than_a_Number
[1] https://twitter.com/MJHLifeSciences/status/1308439505419087872
[1] https://www.foley.com/en/insights/publications/2020/08/personalized-medicine-health-care-of-the-future

Top URLs in Tweet in G5:
[1] https://www.bsc.es/news/bsc-news/the-ec-approves-two-new-centres-excellence-high-performance-computing-applications-led-bsc
[1] https://twitter.com/BSC_CNS/status/1300368245573259265

Top URLs in Tweet in G6:
[3] https://mlfpm.eu/2nd-summer-school/
[2] https://sig-drugdesign2020.github.io/
[2] https://datamatters.org/
[1] https://www.thebusinessresearchcompany.com/report/artificial-intelligence-ai-in-drug-discovery-global-market-report-2020-30-covid-19-growth-and-change
[1] https://www.news-medical.net/news/20200903/Scientists-identify-genetic-risk-factors-underlying-penicillin-allergy.aspx
[1] https://www.linkedin.com/slink?code=enjsDnZ
[1] https://www.bmt-congress.de/en

Top URLs in Tweet in G7:
[1] https://twitter.com/LEAD_Coalition/status/1298800901776384001

Top URLs in Tweet in G8:
[2] https://tiny.cc/7b0nsz

Top URLs in Tweet in G10:
[1] https://ascopost.com/issues/september-10-2020/personalized-medicine-meets-geriatric-oncology-tailoring-oncologic-care-for-older-adults/

Top Domains
Top Domains in Tweet in Entire Graph:
[50] twitter.com
[35] pmedcast.com
[33] mtmweb.biz
[32] linkedin.com
[17] longdom.com
[16] nih.gov
[15] cancercelltreatment.com
[13] healthitanalytics.com
[12] medicaltransformationcenter.com
[11] youtube.com

Top Domains in Tweet in G1:
[11] linkedin.com
[7] healthitanalytics.com
[6] acast.com
[6] frontiersin.org
[5] wordpress.com
[3] nih.gov
[3] marketsandmarkets.com
[3] scalablehealth.com
[3] ispor.org
[3] clinicalomics.com

Top Domains in Tweet in G2:
[12] medicaltransformationcenter.com
[10] cancercelltreatment.com
[6] medisca.com
[5] medicalresearch.com
[4] linkedin.com
[3] youtube.com
[2] medicalxpress.com
[2] nih.gov
[2] twitter.com
[2] ispecimen.com

Top Domains in Tweet in G3:
[33] pmedcast.com
[9] nih.gov
[6] healthitanalytics.com
[3] twitter.com
[3] tenthpin.com
[2] amazonaws.com
[1] mdpi.com
[1] bsc.es
[1] linkedin.com
[1] time.com

Top Domains in Tweet in G4:
[4] lww.com
[4] foley.com
[3] personalizedmedicinecoalition.org
[3] prnewswire.com
[3] twitter.com
[2] informz.net
[2] statnews.com
[2] futureofpersonalhealth.com
[1] healio.com
[1] medpagetoday.com

Top Domains in Tweet in G5:
[1] bsc.es
[1] twitter.com

Top Domains in Tweet in G6:
[3] mlfpm.eu
[2] github.io
[2] datamatters.org
[1] thebusinessresearchcompany.com
[1] news-medical.net
[1] linkedin.com
[1] bmt-congress.de

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[2] tiny.cc

Top Domains in Tweet in G10:
[1] ascopost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[710] personalizedmedicine
[86] healthcare
[82] precisionmedicine
[57] cancer
[47] ai
[42] machinelearning
[42] oncology
[35] genomics
[34] medicine
[33] podcast



Top Hashtags in Tweet in G1:
[92] personalizedmedicine
[24] ehealth
[17] femtech
[17] precisionmedicine
[15] oncology
[13] hemophilia
[12] healthcare
[11] menstrualcycle
[10] folliculogenesis
[9] podcast

Top Hashtags in Tweet in G2:
[102] personalizedmedicine
[11] healthcare
[8] compoundingpharmacy
[7] compounding
[6] genomics
[6] pharmacy
[5] genetics
[5] independentpharmacy
[5] iamapatient
[4] research

Top Hashtags in Tweet in G3:
[74] personalizedmedicine
[29] precisionmedicine
[23] podcast
[13] ai
[12] biotech
[11] pharma
[8] healthcare
[8] ml
[8] seasonfinale
[6] machinelearning

Top Hashtags in Tweet in G4:
[49] personalizedmedicine
[10] patientcentered
[8] covid19
[6] healthofamerica
[5] pcori2020
[5] cancercare
[4] cancer
[3] precisionmedicine
[3] pmc
[3] covid_19

Top Hashtags in Tweet in G5:
[2] personalizedmedicine
[1] hpc

Top Hashtags in Tweet in G6:
[12] personalizedmedicine
[11] newte
[11] machinelearning
[8] artificialintelligence
[6] drugdiscovery
[5] molecules
[5] drugtargets
[5] datamatters
[5] bioinformatics
[4] genomics

Top Hashtags in Tweet in G7:
[22] personalizedmedicine
[22] dementia
[1] alzheimers

Top Hashtags in Tweet in G8:
[30] healthcare
[28] personalizedmedicine
[2] clearing2020

Top Hashtags in Tweet in G9:
[1] acced
[1] personalizedmedicine

Top Hashtags in Tweet in G10:
[13] personalizedmedicine
[12] asco20
[10] pcsm
[1] gerionc
[1] immunotherapy
[1] psma
[1] bite
[1] esmo20
[1] urooncoiaf

Top Words
Top Words in Tweet in Entire Graph:
[709] #personalizedmedicine
[148] more
[112] personalized
[112] medicine
[85] #healthcare
[82] #precisionmedicine
[70] patients
[64] health
[63] bsc
[57] #cancer

Top Words in Tweet in G1:
[92] #personalizedmedicine
[25] dr
[24] amplify
[24] #ehealth
[24] more
[19] help
[18] takedapharma
[17] discuss
[17] #femtech
[17] #precisionmedicine

Top Words in Tweet in G2:
[102] #personalizedmedicine
[24] more
[15] medicine
[13] cancer
[12] personalized
[12] medical
[10] #healthcare
[10] today
[10] call
[9] learn

Top Words in Tweet in G3:
[74] #personalizedmedicine
[45] pmedcast
[29] #precisionmedicine
[27] episode
[26] season
[23] #podcast
[17] future
[15] help
[13] finale
[13] yagensky

Top Words in Tweet in G4:
[49] #personalizedmedicine
[43] permedcoalition
[25] medicine
[23] personalized
[16] research
[16] pmc
[14] agenda
[13] genomic
[13] testing
[12] coalition

Top Words in Tweet in G5:
[33] eu_commission
[33] approves
[33] centres
[33] excellence
[33] applications
[33] bsc
[32] two
[32] hpc
[32] led
[32] specialized

Top Words in Tweet in G6:
[22] deadline
[22] submit
[22] abstract
[22] special
[22] interest
[22] group
[22] drug
[22] design
[22] october
[22] 10th

Top Words in Tweet in G7:
[24] 3spirituknz
[23] lead_coalition
[22] #personalizedmedicine
[22] #dementia
[21] please
[21] re
[21] tweet
[21] terrific
[21] infographic
[21] exploring

Top Words in Tweet in G8:
[30] interested
[30] career
[30] cutting
[30] edge
[30] #healthcare
[30] limited
[30] places
[30] left
[29] personalmedni
[28] #personalizedmedicine

Top Words in Tweet in G9:
[16] such
[16] honour
[16] doing
[16] accintouch
[16] session
[16] heart
[16] women's
[16] health
[16] friends
[16] mentors

Top Words in Tweet in G10:
[13] #personalizedmedicine
[12] #asco20
[11] kind
[11] landmark
[11] year
[11] geriatric
[11] oncology
[11] latest
[11] ascopost
[11] smith__giri

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[70] personalized,medicine
[40] learn,more
[36] cutting,edge
[35] centres,excellence
[34] approves,two
[34] two,centres
[34] excellence,hpc
[34] hpc,applications
[34] applications,led
[34] led,bsc

Top Word Pairs in Tweet in G1:
[14] #ehealth,#femtech
[10] overview,biozhena's
[10] biozhena's,#ehealth
[10] monitoring,help
[9] today,launched
[9] launched,podcast
[9] podcast,amplify
[9] amplify,hosted
[9] hosted,tinacarmillia
[9] tinacarmillia,hearing

Top Word Pairs in Tweet in G2:
[7] personalized,medicine
[7] learn,more
[7] #personalizedmedicine,#compounding
[7] #personalizedmedicine,call
[6] #compounding,#pharmacy
[5] #compoundingpharmacy,#independentpharmacy
[5] #independentpharmacy,#personalizedmedicine
[5] visit,website
[4] health,#personalizedmedicine
[4] read,more

Top Word Pairs in Tweet in G3:
[18] episode,season
[17] #personalizedmedicine,#precisionmedicine
[13] finale,episode
[12] implementation,patient
[12] patient,centric
[12] centric,value
[12] value,network
[12] network,future
[11] season,pmedcast
[11] #precisionmedicine,#podcast

Top Word Pairs in Tweet in G4:
[23] personalized,medicine
[13] research,agenda
[13] genomic,testing
[12] medicine,coalition
[9] pmc,president
[9] covid,19
[8] patient,centered
[8] #personalizedmedicine,pmc
[8] #covid19,#personalizedmedicine
[7] #patientcentered,research

Top Word Pairs in Tweet in G5:
[33] eu_commission,approves
[33] centres,excellence
[32] approves,two
[32] two,centres
[32] excellence,hpc
[32] hpc,applications
[32] applications,led
[32] led,bsc
[32] bsc,specialized
[31] bsc_cns,eu_commission

Top Word Pairs in Tweet in G6:
[22] deadline,submit
[22] submit,abstract
[22] abstract,special
[22] special,interest
[22] interest,group
[22] group,drug
[22] drug,design
[22] design,october
[22] october,10th
[22] 10th,miss

Top Word Pairs in Tweet in G7:
[21] please,re
[21] re,tweet
[21] tweet,terrific
[21] terrific,infographic
[21] infographic,exploring
[21] exploring,#personalizedmedicine
[21] #personalizedmedicine,#dementia
[21] #dementia,image
[21] image,3spirituknz
[20] lead_coalition,please

Top Word Pairs in Tweet in G8:
[30] interested,career
[30] career,cutting
[30] cutting,edge
[30] edge,#healthcare
[30] #healthcare,limited
[30] limited,places
[30] places,left
[29] personalmedni,interested
[28] left,#personalizedmedicine
[28] #personalizedmedicine,bsc

Top Word Pairs in Tweet in G9:
[16] such,honour
[16] honour,doing
[16] doing,accintouch
[16] accintouch,session
[16] session,heart
[16] heart,women's
[16] women's,health
[16] health,friends
[16] friends,mentors
[15] drmarthagulati,such

Top Word Pairs in Tweet in G10:
[11] kind,#personalizedmedicine
[11] #personalizedmedicine,#asco20
[11] #asco20,landmark
[11] landmark,year
[11] year,geriatric
[11] geriatric,oncology
[11] oncology,latest
[11] latest,ascopost
[11] ascopost,smith__giri
[10] ishwariamd,kind

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@permedcoalition
@pmedcast
@eu_commission
@bsc_cns
@personalmedni
@3spirituknz
@lead_coalition
@royalvoxpost
@jncasr
@juleenrzierath

Top Mentioned in G1:
@takedapharma
@biozhena
@tinacarmillia
@alfonsoiorio
@twistbioscience
@oneoncology
@foundationatcg
@oncologycentral
@vida_abedi
@emilyleproust

Top Mentioned in G2:
@dpiresearch

Top Mentioned in G3:
@pmedcast
@yagensky
@tenthpinmc
@ms_tenthpin
@axiomedix
@permedcoalition
@lizzard0126
@sciencetrainee
@kariusdx

Top Mentioned in G4:
@permedcoalition
@megtirrell
@bcbsassociation
@ogilvycambridge
@phalliburton
@jmgraglia
@bonniejaddario
@bens_cynthia
@mediaplanetusa
@syngaprf

Top Mentioned in G5:
@eu_commission
@bsc_cns
@goonhillyorg
@heartofswlep
@wofenglandlep
@westofenglandca
@dcegroup_exeter
@uniexeteridsai
@xm2_cdt
@graphcoreai

Top Mentioned in G6:
@contevillel
@biomol_mdpi
@canalugr
@genyo_pts
@pcarmonasaez
@bioi
@rsgbrazil
@tbrc_info
@unc
@mlfpm_itn

Top Mentioned in G7:
@3spirituknz
@lead_coalition
@garu
@garuth_chalfont
@lancsdhr
@lancaster_fhm

Top Mentioned in G8:
@personalmedni
@studyatulster
@ulsterunilhs
@telemedyb
@tonybjourson
@c_tric

Top Mentioned in G9:
@accintouch
@drmarthagulati
@womensheartcs
@drjmieres
@inocainternati1
@aspcardio
@dbelardomd
@heartotxheartmd

Top Mentioned in G10:
@ascopost
@smith__giri
@ishwariamd
@martin_angelmd
@oncoalert
@ecancer

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@chidambara09
@femtech_
@rosenchild
@reuters
@loyalfan1
@lavanguardia
@glynmoody
@amazingchevvolt
@nytimes

Top Tweeters in G1:
@femtech_
@caring_mobile
@digitaljournal
@ygro_y
@pozo_lau
@jeffreyawillia4
@msfleekartistry
@datadrivencare
@jluisperezg
@wdekanter

Top Tweeters in G2:
@wittysparks
@uthealth_sbmi
@gwardis
@darrylpieroni
@drlobisco
@a
@samkrish_
@scientexchange
@dchealinghands
@kaust_news

Top Tweeters in G3:
@chidambara09
@code_convention
@thomasclone_us
@blkhwk0ps
@methos2010
@teaminspire
@umich
@education_24x7
@kercialves
@umichmedicine

Top Tweeters in G4:
@fibroflutters
@oncologytimes
@scrufton73
@www_healthecon
@megtirrell
@scottgottliebmd
@familycouncils
@angierirvin
@margiesherlock
@bcbsassociation

Top Tweeters in G5:
@eu_commission
@lrodrin
@aguileraangel
@dpmanchee
@saubashyasur
@jtedds
@bsc_cns
@oscarcamararey
@johnmhancock
@quimbosch

Top Tweeters in G6:
@techtrendingnow
@machine_ml
@dnaed_tech
@ineelbot
@canalugr
@unc
@dqserv
@stephtweetchat
@limitedsahara
@gkolost

Top Tweeters in G7:
@loyalfan1
@enrirosasdiaz
@woodmontcyn
@drhubaevaluator
@pakay20
@pajamadaze
@stroketattler
@mariannesciucco
@lead_coalition
@animalartlady

Top Tweeters in G8:
@sarahali_6
@tommaguire1965
@rricecutter
@tonybjourson
@matrix_ni
@ulsterunilhs
@brendalplummer
@niallach
@systemsbiology
@telemedyb

Top Tweeters in G9:
@wordfinga
@anastasiasmihai
@heartotxheartmd
@drmarthagulati
@realcruzhenry
@iamritu
@onco_cardiology
@mmamas1973
@sandeepan1702
@accintouch

Top Tweeters in G10:
@mtmdphd
@williamdale_md
@oncoalert
@drraulcordoba
@ascopost
@renohemonc
@ecancer
@kristel_gt
@drbonillaonc
@dandelion_wave