"How can I make money?"
We should: Give an introduction to successful companies that provide interesting data products and make money from it. (How) do they participate in the platform economy?
The topic is in the area / field where business and data science meet.
Companies from Berlin, the US, China? Names Alex Löser dropped: KRY (did not find that), Ada, Babylon
We could give 4 examples of companies that make money in ai and health.
https://www.bondcap.com/report/itr19/
https://www.youtube.com/watch?v=hIXhnWUmMvw The Shoshana Zuboff: "Surveilance Capitalism", 50 min
Amazon Fly Wheel
https://germandigitaltechnologies.de
Alex Löser: https://ki-berlin.de/en/blog/article/prof-dr-alexander-loeser-beuth-hochschule-fuer-technik0
other KI start-ups in Berlin: https://ki-berlin.de/en/blog/
Alex Löser is involved : https://www.bihealth.org/en/about-us/mission
https://www.smartpatient.eu/patient-support MyTherapy platform
We had a presentation on rasa in 1st semester, they are active in health, too: https://venturebeat.com/2019/04/11/rasa-raises-13-million-for-open-source-conversational-ai-development-tools/
IBM is in AI and health care: https://www.ibm.com/watson-health/learn/artificial-intelligence-medicine
https://www.research.ibm.com/healthcare-and-life-sciences/publications/
https://www.ibm.com/blogs/research/category/ai/
09 / 2020 https://healthcareweekly.com/artificial-intelligence-in-healthcare/
11 / 2019 https://healthcareweekly.com/best-healthcare-startups-to-watch-for-in-2019/
08 / 2020 Forbes https://www.forbes.com/sites/konstantinebuhler/2020/08/04/3-ways-artificial-intelligence-will-change-healthcare/#44e7a9633e4e
11 / 2019 https://time.com/5727535/artificial-intelligence-psychiatry/
If we each introduce a company that "makes money with ai and health" (as Alex Löser suggested) there has to be some underlying structure, we cannot just talk about 4 random companies.
Present companies from 3 of the 4 areas of Pasteurs quadrant? https://en.wikipedia.org/wiki/Pasteur%27s_quadrant
We need financial data on the companies. For start-ups there is sometimes info on venture capital raised. But on revenues? Start-ups are not at the stock exchange ...
https://ki-verband.de/wp-content/uploads/2020/09/Studie_KI-Wo-stehen-deutsche-Startups.pdf
https://nephrologie-intensivmedizin.charite.de/fuer_patienten/telemedizin/
Yusif https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6616181/#CIT0002 Yusif https://www.siemens-healthineers.com/digital-health-solutions/digital-solutions-overview/clinical-decision-support/ai-pathway-companion Yusif https://cdn0.scrvt.com/39b415fb07de4d9656c7b516d8e2d907/913d279d3ddd899c/3ac4b193c2d6/DH_AI_PC_Whitepaper_CDS_Prostate.pdf Yusif https://www.nature.com/articles/s41591-019-0447-x.epdf?referrer_access_token=yr1_4BlippNWDFLPHvvkY9RgN0jAjWel9jnR3ZoTv0PPvcOnHUVJFSsgVIyXUjK6_-lWLTcJBkj0gzkU-OIG1MFmpKn3ezwOmdpNenCfKFln6RcnUwo7WJRGYGZvhjpw5MwKGeNZsAbBFxHKrUBInG8NLz4fwwGL2QoG6J5Xgn53xSTEpCYfYMhbTxxlboDXp-K-nA4EjPxPiLpH98aXvFn0tco-9Y2i2QuFcGFlkXlyxMR_07e310G0xoCPlq_11iYyndHWJZbkyy40QVos4J4evKaJUQK7V22J7mlPukehrcxtx0TB18EBp25IFx4m Yusif https://academic.oup.com/jnci/article/111/9/916/5307077 Yusif https://www.ibm.com/watson-health/learn/artificial-intelligence-healthcare
THIS ONE!!! https://broadbandcommission.org/Documents/working-groups/AIinHealth_Report.pdf https://ada.com/press/191119-worlds-first-ai-health-guidance-app-in-swahili/ https://www.mckinsey.com/industries/healthcare-systems-and-services/our-insights/digitizing-healthcare-opportunities-for-germany https://www.babylonhealth.com/peer-reviewed-research https://health.google/health-research/
Lena https://www.gruenderszene.de/health/ada-health-samsung-partnerschaft-interview Long one https://eithealth.eu/wp-content/uploads/2020/03/EIT-Health-and-McKinsey_Transforming-Healthcare-with-AI.pdf https://www.gtai.de/gtai-en/invest/industries/life-sciences/ada-health-strategic-partnership-with-samsung-560098
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Introduce to German market regarding McKinsey study, patient journey based on McKinsey:
- symptom analysis
- Triage
- diagnostics
- diagnosis
- treatment
- monitoring/telemedicine
- rehabilitation
- Probably should mention where McKinsey consider cost savings at least for Germany.
- Central patient representation (electronic health records)
(Silke)
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Investigate specific partners for selected parts of user journey (e.g. ADA helps you with symptoms, Triage little bit of diagnostics)
- What are these systems?
- How do they do business models?
- How do they do money?
- How do they treat the entire health system?
- Probably, what is bug in those systems?
(Yusif)
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If you consider KRY (it's a matching platform for matching patients with doctors). Telemedicine, Alexa (Amazon), Situating in the USA. I am sure Lena understands better what she needs to do.
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Advance diagnostics, on Images, on Mental diseases (depression) on a Smart phone. Deep Medicine by Eric Topol.