Abstract
The novel coronavirus disease 2019 (COVID-19) pandemic has created a maelstrom of challenges affecting virtually every aspect of global healthcare system. Critical hospital capacity issues, depleted ventilator and personal protective equipment stockpiles, severely strained supply chains, profound economic slowdown, and the tremendous human cost all culminated in what is questionably one of the most profound challenges that humanity faced in decades, if not centuries. Effective global response to the current pandemic will require innovation and ingenuity. This chapter discusses various creative approaches and ideas that arose in response to COVID-19, as well as some of the most impactful future trends that emerged as a result. Among the many topics discussed herein are telemedicine, blockchain technology, artificial intelligence, stereolithography, and distance learning.
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References
Abeler J, Bäcker M, Buermeyer U, Zillessen H (2020) COVID-19 contact tracing and data protection can go together. JMIR Mhealth Uhealth 8(4):e19359
Abiri A, Juo Y-Y, Tao A, Askari SJ, Pensa J, Bisley JW, Dutson EP, Grundfest WS (2019) Artificial palpation in robotic surgery using haptic feedback. Surg Endosc 33(4):1252–1259
Allen J (2007) Photoplethysmography and its application in clinical physiological measurement. Physiol Meas 28(3):R1
Allen J (2020) New York hospital sends some ‘borderline’ COVID-19 patients home with oxygen monitors. https://www.reuters.com/article/us-health-coronavirus-usa-home/new-york-hospital-sends-some-borderline-covid-19-patients-home-with-oxygen-monitors-idUSKCN21Q3F0. Accessed 30 May 2020
Allen J, Brown N (2020) One ventilator, two patients: New York hospitals shift to crisis mode. https://www.reuters.com/article/us-health-coronavirus-usa-ventilators-idUSKBN21D3M1. Accessed 31 May 2020
Almarzooq Z, Lopes M, Kochar A (2020) Virtual learning during the COVID-19 pandemic: a disruptive technology in graduate medical education. J Am Coll Cardiol 75:2635–2638
American College of Cardiology (2019) FDA approves first six-lead personal ECG device. https://www.acc.org/latest-in-cardiology/articles/2019/05/16/13/02/fda-approves-first-six-lead-personal-ecg-device. Accessed 30 May 2020
Amparore D, Claps F, Cacciamani GE, Esperto F, Fiori C, Liguori G, Serni S, Trombetta C, Carini M, Porpiglia F (2020) Impact of the COVID-19 pandemic on urology residency training in Italy. Minerva Urol Nefrol 72:03868–03860
Appelbaum B (2020) As U.S. Agencies put more value on a life, businesses fret. https://www.nytimes.com/2011/02/17/business/economy/17regulation.html?_r=0&pagewanted=all. Accessed 31 May 2020
ASA (2020) APSF/ASA guidance on purposing anesthesia machines as ICU ventilators. https://www.asahq.org/in-the-spotlight/coronavirus-covid-19-information/purposing-anesthesia-machines-for-ventilators. Accessed 5 Apr 2020
Ashokka B, Ong SY, Tay KH, Loh NHW, Gee CF, Samarasekera DD (2020) Coordinated responses of academic medical centres to pandemics: sustaining medical education during COVID-19. Med Teach 5:1–10
Attia ZI, Noseworthy PA, Lopez-Jimenez F, Asirvatham SJ, Deshmukh AJ, Gersh BJ, Carter RE, Yao X, Rabinstein AA, Erickson BJ (2019) An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction. Lancet 394(10201):861–867
Berkley S (2020) We finally have a life-saving vaccine for Ebola. https://www.weforum.org/agenda/2018/05/gavi-life-saving-vaccine-ebola-rVSV-ZEBOV/. Accessed 31 May 2020
Bertolotti P et al (2020) Pooled sample testing for SARS-CoV-2. https://idss.mit.edu/wp-content/uploads/2020/04/04.28.2020pooled_testing.pdf. Accessed 30 Nov 2020
Bond A (2020) As Covid-19 surges among San Francisco’s homeless, doctors face difficult choices. https://www.statnews.com/2020/04/11/coronavirus-san-francisco-homeless-doctors-difficult-choices/. Accessed 31 May 2020
Bruce T (2020) Corona Virus Disease (COVID 19): Rapid human ingenuity through innovation and technology as a proactive and admirable response in the storm of a global pandemic. https://www.researchgate.net/profile/Tor_Alexander_Bruce/publication/340253741_COVID_19_RAPID_HUMAN_INGENUITY/links/5e806845458515efa0b53137/COVID-19-RAPID-HUMAN-INGENUITY. Accessed 30 Nov 2020
Business Insider (2020) A Florida lab is using self-driving vans to ferry coronavirus tests. https://www.yahoo.com/news/florida-lab-using-self-driving-091701923.html. Accessed 8 Apr 2020
Butcher J (2020) Public-private virtual-school partnerships and Federal Flexibility for schools during COVID-19. Mercatus Center-George Mason University, Boulder, pp 1–5
Carlson J (2020) Minnesota grapples with promise of COVID-19 drug in limited supply, unknown cost. https://www.startribune.com/minnesota-grapples-with-promise-of-covid-19-drug-in-limited-supply-unknown-cost/570549072/. Accessed 31 May 2020
Cavallo L, Marcianò A, Cicciù M, Oteri G (2020) 3D printing beyond dentistry during COVID 19 epidemic: a technical note for producing connectors to breathing devices. PRO 2(2):46–52
CBC (2020) Researchers explore whether human poop can help track COVID-19, and curb a second wave. https://www.cbc.ca/radio/thecurrent/the-current-for-may-5-2020-1.5555757/researchers-explore-whether-human-poop-can-help-track-covid-19-and-curb-a-second-wave-1.5556579. Accessed 31 May 2020
CEPI (2020) Coalition for Epidemic Preparedness Innovation: new vaccines for a safer World. https://cepi.net/. Accessed 31 May 2020
Chauhan EA (2020) Novel coronavirus (COVID-19): leveraging telemedicine to optimize care while minimizing exposures and viral transmission. Journal of emergencies. J Emerg Trauma Shock 13(1):20–24
Chauhan V, Galwankar S, Arquilla B, Garg M, Di Somma S, El-Menyar A, Krishnan V, Gerber J, Holland R, Stawicki SP (2020a) Novel coronavirus (COVID-19): leveraging telemedicine to optimize care while minimizing exposures and viral transmission. J Emerg Trauma Shock 13(1):20
Chauhan V, Galwankar SC, Yellapu V, Perez-Figueroa IJ, Stawicki SP (2020b) State of the globe: the trials and tribulations of the COVID-19 pandemic: separated but together, telemedicine revolution, frontline struggle against “silent hypoxia,” the relentless search for novel therapeutics and vaccines, and the daunting prospect of “COVIFLU”. J Global Infect Dis 12(2):39–43
Chick RC, Clifton GT, Peace KM, Propper BW, Hale DF, Alseidi AA, Vreeland TJ (2020) Using technology to maintain the education of residents during the COVID-19 pandemic. J Surg Educ 77(4): 729–732
Christian MD, Fowler R, Muller MP, Gomersall C, Sprung CL, Hupert N, Fisman D, Tillyard A, Zygun D, Marshal JC (2013) Critical care resource allocation: trying to PREEDICCT outcomes without a crystal ball. Crit Care 17:107
Christian MD, Sprung CL, King MA, Dichter JR, Kissoon N, Devereaux AV, Gomersall CD (2014) Triage: care of the critically ill and injured during pandemics and disasters: CHEST consensus statement. Chest 146(4):e61S–e74S
COVID-19 Supply Chain Response (2020) NIH 3D print exchange. https://3dprint.nih.gov/collections/covid-19-response . Accessed 30 Nov 2020
Coy P (2020) The road to a Coronavirus vaccine runs through Oslo. https://www.bloomberg.com/news/articles/2020-02-13/this-oslo-facility-may-be-the-key-to-the-coronavirus-vaccine. Accessed 31 May 2020
Culhane D, Treglia D, Steif K, Kuhn R, Byrne T (2020) Estimated emergency and observational/quarantine capacity need for the US homeless population related to COVID-19 exposure by county; projected hospitalizations, intensive care units and mortality. https://escholarship.org/content/qt9g0992bm/qt9g0992bm.pdf. Accessed 30 Nov 2020
De Wolff TD, Bittner M-I, Pfluger D, Rehme M, Heuer J, Bittner M-I (2020) Evaluation of pool-based testing approaches to enable population-wide screening for COVID-19. arXiv 2004:11851v2
Dizikes P (2020) Supply chain outlook: the timing of the slowdown. https://news.mit.edu/2020/simchi-levi-supply-chain-covid-19-0325. Accessed 28 May 28 2020
Edwards DA, Man JC, Brand P, Katstra JP, Sommerer K, Stone HA, Nardell E, Scheuch G (2004) Inhaling to mitigate exhaled bioaerosols. Proc Natl Acad Sci 101(50):17383–17388
Elliott H (2020) Column: Bauer’s line shift from hockey equipment to medical face shields is inspiring. Los Angeles Times. https://www.latimes.com/sports/hockey/story/2020-05-14/bauer-switch-from-hockey-gear-to-medical-face-shields-inspiring-coronavirus. Accessed 27 May 2020
Englisz M, Darowski M (2000) Artificial ventilation of the lungs for emergencies. Front Med Biol Eng 10(3):177–183
FDA (2016) FDA approves first automated insulin delivery device for type 1 diabetes. https://www.fda.gov/news-events/press-announcements/fda-approves-first-automated-insulin-delivery-device-type-1-diabetes. Accessed 31 May 2020
Feder S (2020) Japan avoided a lockdown by telling everyone to steer clear of the 3 C’s. Here’s what that means. https://www.businessinsider.com/how-japan-tackled-coronavirus-without-a-lockdown-2020-5. Accessed 30 May 2020
Fink S (2020) Worst-case estimates for U.S. Coronavirus deaths. https://www.nytimes.com/2020/03/13/us/coronavirus-deaths-estimate.html. Accessed 31 May 2020
Flesher SN, Collinger JL, Foldes ST, Weiss JM, Downey JE, Tyler-Kabara EC, Bensmaia SJ, Schwartz AB, Boninger ML, Gaunt RA (2016) Intracortical microstimulation of human somatosensory cortex. Sci Transl Med 8(361):361ra141
Ganesh A, Sahu P, Nair S, Chand P (2020) A smartphone based e-consult in addiction medicine: an initiative in COVID lockdown. Asian J Psychiatr 51:102120
Gilman A (2020) New York City’s homeless face additional challenges during COVID-19. https://www.marketwatch.com/story/new-york-citys-homeless-face-additional-challenges-during-covid-19-2020-04-13. Accessed 31 May 2020
Giudicessi JR, Noseworthy PA, Friedman PA, Ackerman MJ (2020) Urgent guidance for navigating and circumventing the QTc-prolonging and torsadogenic potential of possible pharmacotherapies for coronavirus disease 19 (COVID-19). In: Mayo clinic proceedings. Elsevier
Goh KJ, Wong J, Tien J-CC, Ng SY, Duu Wen S, Phua GC, Leong CK-L (2020) Preparing your intensive care unit for the COVID-19 pandemic: practical considerations and strategies. Crit Care 24:1–12
Gollier C, Gossner O (2020) Group testing against COVID-19. Working papers-center for research in economics and statistics. http://gossner.me/wp-content/uploads/2020/03/group-testing20202328.pdf. Accessed 30 Nov 2020
Greenhalgh T, Wherton J, Shaw S, Morrison C (2020) Video consultations for covid-19. BMJ 368:m998. https://doi.org/10.1136/bmj.m998
Hartley DM, Perencevich EN (2020) Public health interventions for COVID-19: emerging evidence and implications for an evolving public health crisis. JAMA 323(19):1908–1909
Henneman J (2020) Build, assembly, use of COVID intubation Tent/Shield. https://vimeo.com/400428231. Accessed 30 May 2020
Hogan CA, Sahoo MK, Pinsky BA (2020) Sample pooling as a strategy to detect community transmission of SARS-CoV-2. JAMA 323(19):1967–1967
Ichino A, Calzolari G, Mattozzi A, Rustichini A, Zanella G, Anelli M (2020) Transition steps to stop COVID-19 without killing the world economy. VoxEU org, 25
Ishack S, Lipner SR (2020) Applications of 3D printing technology to address COVID-19 related supply shortages. Am J Med 133:771–773
Ivanov D (2020) Predicting the impacts of epidemic outbreaks on global supply chains: a simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case. Transport Res E Log Transport Rev 136:101922
Javaid M, Haleem A, Vaishya R, Bahl S, Suman R, Vaish A (2020) Industry 4.0 technologies and their applications in fighting COVID-19 pandemic. Diabetes Metab Syndr Clin Res Rev 14:419–422
Jayaraman R, Jothiswaran V (2020) Web-based platforms for virtual learning. Biotica Res Today 2(5 Spl):184–186
Joynt G, Gopalan P, Argent A, Chetty S, Wise R, Lai V, Hodgson E, Lee A, Joubert I, Mokgokong S (2019) The critical Care Society of Southern Africa Consensus Guideline on ICU triage and rationing (ConICTri). S Afr J Crit Care (Online) 35(1):53–65
Karim JS, Hachach-Haram N, Dasgupta P (2020) Bolstering the surgical response to COVID-19: how virtual technology will save lives and safeguard surgical practice. BJU Int 125:E18–E19
Kaza A, Rembalsky J, Roma N, Yellapu V, Delong WG, Stawicki SP (2018) Medical applications of stereolithography: an overview. Int J Acad Med 4(3):252
Kee KF (2017) Adoption and diffusion. In: The international encyclopedia of organizational communication. UK Wiley Blackwell, Chichester, pp 1–14
Kenney P, Chan BK, Kortright K, Cintron M, Havill N, Russi M, Epright J, Lee L, Balcezak T, Martinello R (2020) Hydrogen peroxide vapor sterilization of N95 respirators for reuse. medRxiv. https://www.medrxiv.org/content/medrxiv/early/2020/03/27/2020.03.24.20041087.full.pdf. Accessed 30 Nov 2020
Knopf A (2020) Addiction telemedicine comes into its own with COVID-19. Alcohol Drug Abuse Wkly 32(13):5–6
Langford M, Damşa C (2020) Online teaching in the Time of COVID-19. http://iropine.ouhk.edu.hk/file/Online%20Teaching%20in%20the%20Time%20of%20COVID-19.pdf. Accessed 30 Nov 2020
Larrañeta E, Dominguez-Robles J, Lamprou DA (2020) Additive manufacturing can assist in the fight against COVID-19 and other pandemics and impact on the global supply chain. 3D Print Addit Manuf 7:100–103
Leung CS, Ho MM, Kiss A, Gundlapalli AV, Hwang SW (2008) Homelessness and the response to emerging infectious disease outbreaks: lessons from SARS. J Urban Health 85(3):402–410
Mashamba-Thompson TP, Crayton ED (2020) Blockchain and artificial intelligence technology for Novel Coronavirus disease-19 self-testing. Multidisciplinary Digital Publishing Institute. https://www.mdpi.com/2075-4418/10/4/198/pdf. Accessed 30 Nov 2020
Mehrotra A, Ray K, Brockmeyer DM, Barnett ML, Bender JA (2020) Rapidly converting to “virtual practices”: outpatient care in the Era of Covid-19. NEJM Catal Innov Care Deliv 1(2):1–5
Miller RW (2020) At NYC hospital treating coronavirus, doctors ‘use their MD license like they haven’t had to before’. https://www.usatoday.com/story/news/health/2020/04/03/coronavirus-inside-newyork-presbyterians-battle-against-covid-19/5111931002/. Accessed 31 May 2020
National Research Council (1994) Virtual reality: scientific and technological challenges. National Academy Press, Washington, DC
Newcomb A (2020) Gap, Zara start producing masks and other supplies for first responders. https://www.today.com/style/hanes-zara-start-producing-masks-other-supplies-first-responders-t176595. Accessed 27 May 2020
Neyman G, Irvin CB (2006) A single ventilator for multiple simulated patients to meet disaster surge. Acad Emerg Med 13(11):1246–1249
Nguyen D, Ding M, Pathirana PN, Seneviratne A (2020) Blockchain and AI-based solutions to combat coronavirus (COVID-19)-like epidemics: a survey. https://www.techrxiv.org/articles/Blockchain_and_AI-based_Solutions_to_Combat_Coronavirus_COVID-19_-like_Epidemics_A_Survey/12121962/files/22292202.pdf. Accessed 30 Nov 2020
Nogee D, Tomassoni AJ (2020) Covid-19 and the N95 respirator shortage: closing the gap. Infect Control Hosp Epidemiol 41:1
NPR (2020) Planet Money, Episode 991: Lives Vs. The Economy. https://www.npr.org/transcripts/835571843. Accessed 31 May 2020
Oliver N, Lepri B, Sterly H, Lambiotte R, Delataille S, De Nadai M, Letouzé E, Salah AA, Benjamins R, Cattuto C (2020) Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle. American Association for the Advancement of Science
Ornelas J, Dichter JR, Devereaux AV, Kissoon N, Livinski A, Christian MD (2014) Methodology: care of the critically ill and injured during pandemics and disasters: CHEST consensus statement. Chest 146(4):35S–41S
Pal K (2020) Information sharing for manufacturing supply chain management based on Blockchain technology. In: Cross-industry use of Blockchain technology and opportunities for the future. IGI Global, pp 1–17
Paladino L, Silverberg M, Charchaflieh JG, Eason JK, Wright BJ, Palamidessi N, Arquilla B, Sinert R, Manoach S (2008) Increasing ventilator surge capacity in disasters: ventilation of four adult-human-sized sheep on a single ventilator with a modified circuit. Resuscitation 77(1):121–126
Perry TS (2020a) IndieBio to Give 8 Coronavirus-Tech Startups at Least $250,000 Each. https://spectrum.ieee.org/view-from-the-valley/at-work/start-ups/indiebio-eight-coronavirus-tech-startups-funding. Accessed 31 May 2020
Perry TS (2020b) Startups unveil tech to fight coronavirus; the Challenge may be getting enough engineers. https://spectrum.ieee.org/view-from-the-valley/at-work/start-ups/startups-unveil-tech-fight-coronavirus-challenge-engineers. Accessed 30 May 2020
Pulmatrix_Inc. (2020) Pulmatrix and sensory cloud announce partnership to develop and commercialize a potential nasal prophylactic and Anticontagion product for COVID-19. https://www.prnewswire.com/news-releases/pulmatrix-and-sensory-cloud-announce-partnership-to-develop-and-commercialize-a-potential-nasal-prophylactic-and-anticontagion-product-for-covid-19-301041548.html. Accessed 30 May 2020
Rose S (2020) Medical student education in the time of COVID-19. JAMA. https://doi.org/10.1001/jama.2020.5227
Ross SW, Lauer CW, Miles WS, Green JM, Christmas AB, May AK, Matthews BD (2020) Maximizing the calm before the storm: tiered surgical response plan for novel coronavirus (COVID-19). J Am Coll Surg 230:1080–1091.e3
Rubio-Romero JC, del Carmen Pardo-Ferreira M, García JAT, Calero-Castro S (2020) Disposable masks: disinfection and sterilization for reuse, and non-certified manufacturing, in the face of shortages during the COVID-19 pandemic. Saf Sci 129:104830
Schwartz AM, Wilson JM, Boden SD, Moore TJ Jr, Bradbury TL Jr, Fletcher ND (2020) Managing resident workforce and education during the COVID-19 pandemic: evolving strategies and lessons learned. JBJS Open Access 5(2):e0045
Shepard W (2020) China-Europe rail is set to boom as COVID-19 chokes air, Sea and road transport. https://www.forbes.com/sites/wadeshepard/2020/03/31/china-europe-rail-is-set-to-boom-as-covid-19-chokes-air-sea-and-road-transport/#64f9c6f437db. Accessed 10 May 2020
St. Anthony N (2019) HabitAware anti-compulsive behavior firm wins SBIR grant. https://www.startribune.com/habitaware-anti-compulsive-behavior-firm-wins-sbir-grant/566102111/?refresh=true. Accessed 31 May 2020
Stawicki SP, Galwankar SC (2020) Winning together: novel coronavirus (COVID-19) infographic. J Emerg Trauma Shock 13(1):103
Stawicki SP, Firstenberg MS, Papadimos TJ (2020a) The growing role of social Media in International Health Security: the good, the bad, and the ugly. In: Global Health security. Springer, pp 341–357
Stawicki SP, Jeanmonod R, Miller AC, Paladino L, Gaieski DF, Yaffee AQ (2020b) The 2019–2020 novel coronavirus (severe acute respiratory syndrome coronavirus 2) pandemic: a joint American College of Academic International Medicine-World Academic Council of emergency medicine multidisciplinary COVID-19 working group statement. J Global Infect Dis 12(2):47–93
Ting DSW, Carin L, Dzau V, Wong TY (2020) Digital technology and COVID-19. Nat Med 26(4):459–461
Tino R, Moore R, Antoline S, Ravi P, Wake N, Ionita CN, Morris JM, Decker SJ, Sheikh A, Rybicki FJ, Chepelev LL (2020) COVID-19 and the role of 3D printing in medicine. 3D Print Med 6(1):11. https://doi.org/10.1186/s41205-020-00064-7
Torous J, Keshavan M (2020) COVID-19, mobile health and serious mental illness. Schizophr Res 218:36–37
Torous J, Myrick KJ, Rauseo-Ricupero N, Firth J (2020) Digital mental health and COVID-19: using technology today to accelerate the curve on access and quality tomorrow. JMIR Ment Health 7(3):e18848
Tsai J, Wilson M (2020) COVID-19: a potential public health problem for homeless populations. Lancet Public Health 5(4):e186–e187
TytoHome (2019) An easy-access doctor. https://time.com/collection/best-inventions-2019/5733103/tytohome/. Accessed 30 May 2020
University of Pennsylvania (2020) 360° video: resuscitation of a COVID-19 patient with respiratory failure best practices demonstration. https://www.youtube.com/watch?v=nj18ZWnprBs&feature=youtu.be. Accessed 28 May 2020
Vashistha R, Dangi AK, Kumar A, Chhabra D, Shukla P (2018) Futuristic biosensors for cardiac health care: an artificial intelligence approach. 3 Biotech 8(8):358
World Health Organization (2020a) COVID 19 Public Health Emergency of International Concern (PHEIC). Global research and innovation forum: towards a research roadmap
World Health Organization (2020b) Rational use of personal protective equipment for coronavirus disease (COVID-19) and considerations during severe shortages: interim guidance, 6 April 2020. World Health Organization
World Health Organization (2020c) Coronavirus disease (COVID-19) situation report– 104. https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200503-covid-19-sitrep-104.pdf?sfvrsn=53328f46_4. Accessed 3 May 2020
Wright JH, Caudill R (2020) Remote treatment delivery in response to the COVID-19 pandemic. Psychother Psychosom 89(3):1
Yang G-Z, Nelson BJ, Murphy RR, Choset H, Christensen H, Collins SH, Dario P, Goldberg K, Ikuta K, Jacobstein N (2020) Combating COVID-19—the role of robotics in managing public health and infectious diseases. Sci Robot 5(40): eabb5589
Yelin I, Aharony N, Shaer Tamar E, Argoetti A, Messer E, Berenbaum D, Shafran E, Kuzli A, Gandali N, Shkedi O, Hashimshony T, Mandel-Gutfreund Y, Halberthal M, Geffen Y, Szwarcwort-Cohen M, Kishony R (2020) Evaluation of COVID-19 RT-qPCR test in multi-sample pools. Clin Infect Dis:ciaa531. https://doi.org/10.1093/cid/ciaa531
Zhou X, Snoswell CL, Harding LE, Bambling M, Edirippulige S, Bai X, Smith AC (2020) The role of telehealth in reducing the mental health burden from COVID-19. Telemed e-Health 26(4):377–379
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Kelley, K.C., Kamler, J., Garg, M., Stawicki, S.P. (2021). Answering the Challenge of COVID-19 Pandemic Through Innovation and Ingenuity. In: Rezaei, N. (eds) Coronavirus Disease - COVID-19. Advances in Experimental Medicine and Biology, vol 1318. Springer, Cham. https://doi.org/10.1007/978-3-030-63761-3_48
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