An AI driven healthcare plattform - the next step in telemedicine. What we want to solve: better healthcare for everyone • How? - Better anamnesis - Better diagnosis - Better supervision - Better treatment options and health Better clustering & differentiation • Treatment by ambulant doctors often does not follow the latest scientific knowledge and treatment approaches • Better differentiation and clustering of disease patterns for better treatment options • Depression is an umbrella term for many symptoms, diseases and mood disorders • Tinnitus is not just tinnitus. It's a multitude of sometimes similar symptoms that have to do with the ears • Migraine Without Aura, Hemiplegic Migraine, Ophthalmoplegic Migraine, Vestibular Migraine, Basilar Migraine etc. • Addiction in relation to substances as different drug classes and variation of receptor targets, Impulse Control Disorders, Behavioral Biggest challenges • What helps is allowed - but filter pseudoscience and snake oil! • Medical data is high sensitive and a topic of trust • Fastpath for anamnesis should be done in under 2 minutes • Longpath in under 8 minutes • Make medical treatment ready for the era of AI • Don't have the taste of old-fashioned and medicinal platform

1. AnAIdrivenhealthcareplattform
thenextstepintelemedicine
PhilipVollet|symplytics_
October14,2017.

2. •How?
-Betteranamnesis
-Betterdiagnosis
-Bettersupervision
-Bettertreatmentoptionsandhealth
Whatwewanttosolve:betterhealthcareforeveryone

3. •Treatmentbyambulantdoctorsoftendoesnotfollowthelatest
scientificknowledgeandtreatmentapproaches
•Betterdierentiationandclusteringofdiseasepatternsfor
bettertreatmentoptions
•Directintegrationofmedicaldevicesandrecordingofdatafor
analysisandtreatment
Betteranamnesis&diagnosis

4. Disease-Graph
NewTab Microsoft
MicrosoftEdge
→
Betterclustering&dierentiation

5. •Depressionisanumbrellatermformanysymptoms,
diseasesandmooddisorders
•Tinnitusisnotjusttinnitus.It'samultitudeofsometimes
similarsymptomsthathavetodowiththeears
•MigraineWithoutAura,HemiplegicMigraine,
OphthalmoplegicMigraine,VestibularMigraine,BasilarMigraineetc.
••Addictioninrelationtosubstancesasdierentdrugclassesand
variationofreceptortargets,ImpulseControlDisorders,Behavioral...
Betterclustering&dierentiation

6. (:Drug)-[:TARGETS]-(:Gene)-[:ASSOCIATES]-(:Disease)
(:Drug)-[:REGULATES]-(:Gene)-[:INTERACTS]-(:Gene)-[:ASSOCIATES]-(:Disease)
(:Drug)-[:CAUSES]-(:SideEect)-[:CAUSES]-(:Drug)-[:TREATS]-(:Disease)
Betterclustering&dierentiation

7. Betterclustering&dierentiation

8. •Whatistinnitus?
-Asoundinoneorbothears:Usuallysoundslike:ringing,
clicking,hissing,orevenroaringlikeawaterfall
-Loworhighpitched/softorloudetc.
-Asdierentasthenoisefromatinnitusaretheunderlyingcauses
Betteranamnesis&diagnosis(Tinnitus)

9. •Andcommoncausesfortinnitusinclude:
Noise-InducedHearingLoss,dyinghearingcellsthatarestillmapped
inthebrain,earInfections,diseaseoftheheartorbloodvessels,
musculardisorder,Ménière’sdisease,braintumors,emotionalstress,
exposuretocertainmedications,headInjuriesetc.
Betteranamnesis&diagnosis(Tinnitus)

10. Betteranamnesis&diagnosis(Tinnitus)
→

11. Betteranamnesis&diagnosis(Depression)
+

12. UsingAItoanalyseclinicaltrials,researchpaper,
andscientificstudiesfornewesttreatmentoptions
→

13. Watchscientificpublications,self-helpcommunity,
relatedreddit:subreddits,messageboards...
A
B

14. Buildastackoverflowforhealth

15. Bettertreatmentoptions
→

16. Biggestchallenges

17. -GraphandTopologicalStructureMiningonScientificArticles:https://doi.org/10.1002/sam.11153
-MiningGraphData:DOI10.1007/978-3-319-14142-817
-GraphMining:Laws,Generators,andAlgorithms:http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.85.3391
-DiseaseOntology:https://academic.oup.com/nar/article/40/D1/D940/2903651
-WikiPathways:https://academic.oup.com/nar/article/44/D1/D488/2502580
-Hetnetsinbiomedicine:http://het.io/
--Systematicintegrationofbiomedicalknowledgeprioritizesdrugsforrepurposing:https://think-lab.github.io/p/rephetio/
-GeneOntology:toolfortheunificationofbiology:https://www.nature.com/articles/ng0500_25
-BiomedicalTextMiningandItsApplications:https://doi.org/10.1371/journal.pcbi.1000597
-High-definitiontranscranialdirectcurrentstimulationofthedorsolateralprefrontal
cortexfortinnitusmodulation:apreliminarytrial:https://www.ncbi.nlm.nih.gov/m/
pubmed/29127483
-UsingTextMiningTechniquestoIdentifyResearchTrends:www.mdpi.com/2076-3417/7/4/401/pdf
Sources

18. thankyou