Smart technologies driven approaches to tackle COVID-19 pandemic: a review

ABS-CBC NEWS (2020) Red Cross uses RC143 mobile app to fight COVID-19. https://news.abs-cbn.com/news/04/07/20/philippines-coronavirus-covid19-red-cross-mobile-app-rc143. Accessed 28 June 2020 Agostini M, Moja L, Banzi R, Pistotti V, Tonin P, Venneri A, Turolla A (2015) Telerehabilitation and recovery of motor function: a systematic review and meta-analysis. J Telemed Telecare 21:202–213. https://doi.org/10.1177/1357633X15572201 Allam Z, Jones DS (2020) On the coronavirus (COVID-19) outbreak and the smart city network: universal data sharing standards coupled with artificial intelligence (AI) to benefit urban health monitoring and management. Healthcare 8:46–54. https://doi.org/10.3390/healthcare8010046 AlMaadeed MA (2020) Emergent materials and industry 4.0 contribution toward pandemic diseases such as COVID-19. Emerg Mater 3:107–108. https://doi.org/10.1007/s42247-020-00102-4 Alsuliman T, Humaidan D, Sliman L (2020) Machine learning and artificial intelligence in the service of medicine: necessity or potentiality? Curr Res Transl Me. https://doi.org/10.1016/j.retram.2020.01.002InPress Android Freeware (2020) Corona 100m. https://www.androidfreeware.net/download-corona-100m.html. Accessed 2 July 2020 ApkPr.com (2020) CoronApp–Colombia. https://apkpr.com/fr/app/co.gov.ins.guardianes. Accessed 2 July 2020 Apollo (2020) Coronavirus cough and risk scan. https://covid.apollo247.com/. Accessed 2 July 2020 App Store (2020a) COVID-19 NI. https://apps.apple.com/gb/app/covid-19-ni/id1504120600. Accessed 29 June 2020 App Store (2020b) Tarassud. https://apps.apple.com/us/app/tarassud/id1502105746. Accessed 29 June 2020 App Store (2020c) Mawid. https://apps.apple.com/us/app/mawid-%D9%85%D9%88%D8%B9%D8%AF/id1295059205. Accessed 2 July 2020 App Store (2020d) MorChana. https://apps.apple.com/th/app/morchana-%E0%B8%AB%E0%B8%A1%E0%B8%AD%E0%B8%8A%E0%B8%99%E0%B8%B0/id1505185420. Accessed 2 July 2020 Apple (2020) COVID-19 Screening Tool. https://www.apple.com/covid19/. Accessed 29 June 2020 Argentina.gob.ar (2020) COVID-19 Ministerio de Salud. https://www.argentina.gob.ar/aplicaciones/coronavirus. Accessed 29 June 2020 Australian Government Department of Health (2020a) Coronavirus Australia app. https://www.health.gov.au/resources/apps-and-tools/coronavirus-australia-app. Accessed 2 July 2020 Australian Government Department of Health (2020b) COVIDSafe app. https://www.health.gov.au/resources/apps-and-tools/covidsafe-app. Accessed 2 July 2020 Bai X, Fang C, Zhou Y (2020) Predicting COVID-19 malignant progression with AI techniques. MedRxiv. https://doi.org/10.1101/2020.03.20.20037325 BBC (2020a) Coronavirus: China’s Tech Fights Back. https://www.bbc.com/news/technology-51717164. Accessed 26 June 2020 BBC (2020b) Drone-to-door medicines trial takes flight in Ireland. https://www.bbc.com/news/technology-52206660. Accessed 26 June 2020 BBC (2020c) Coronavirus: Drones to deliver NHS supplies to Isle of Wight. https://www.bbc.com/news/technology-52419705. Accessed 28 June 2020 Benevolent (2020) Publications. https://www.benevolent.com/research. Accessed 30 June 2020 Bloomberg (2020)The health-care Startup that’s fast-tracking drone delivery. https://www.bloomberg.com/news/articles/2020-03-25/the-health-care-startup-that-s-fast-tracking-drone-delivery. Accessed 4 July 2020 Bluedot (2020) BlueDot’s outbreak risk software safeguards lives by mitigating exposure to infectious diseases that threaten human health, security, and prosperity. https://bluedot.global/. Accessed 2 July 2020 Breaking Defense (2020) COVID-19: Israel Deploys New Mask & C2 Technologies. https://breakingdefense.com/2020/04/covid-19-israel-deploys-new-mask-c2-technologies/. Accessed 30 June 2020 Business Insider (2020) China is reportedly making people download an Alibaba-backed app that decides whether they'll be quarantined for coronavirus. https://www.businessinsider.com/alibaba-coronavirus-chinese-app-quarantine-color-code-2020-3?r=US&IR=T. Accessed 28 June 2020 Butt C, Gill J, Chun D, Babu BA (2020) Deep learning system to screen coronavirus disease 2019 pneumonia. Appl Intell 22:1–7. https://doi.org/10.1007/s10489-020-01714-3 Carriere J, Fong J, Meyer T, Sloboda R, Husain S, Usmani N, Tavakoli M (2019) An admittance-controlled robotic assistant for semi-autonomous breast ultrasound scanning. Int Sympos Med Robot. https://doi.org/10.1109/ISMR.2019.8710206 Chang SL, Harding N, Zachreson C, Cliff OM, Prokopenko M (2020) Modelling transmission and control of the COVID-19 pandemic in Australia. China Daily (2020) Eyes in the sky helping fight pandemic. https://www.chinadaily.com.cn/a/202004/16/WS5e97bdcba3105d50a3d169b1.html. Accessed 2 July 2020 Chowdhury ME, Rahman T, Khandakar A et al (2020) Can AI help in screening viral and COVID-19 pneumonia? https://arxiv.org/abs/2003.13145 Clay and Milk (2020) Rantizo is using drone technology to sanitize stadiums. https://clayandmilk.com/2020/04/28/rantizo-is-using-drone-technology-to-sanitize-stadiums/. Accessed 28 June 2020 Clean Box (2020) CleanDefense. https://www.cleanboxtech.com/cleandefense. Accessed 30 June 2020 Cliff OM, Harding N, Piraveenan M, Erten EY, Gambhir M, Prokopenko M (2018) Investigating spatiotemporal dynamics and synchrony of influenza epidemics in Australia: an agent-based modelling approach. Simul Model Pract Theory 87:412–431. https://doi.org/10.1016/j.simpat.2018.07.005 Copper 3D (2020) Antimicrobial 3d printing and active materials. https://www.3dprintlife.com/medical-grade-filament/plactive-an1. Accessed 3 July 2020 Corona Fighter (2020) Covid-19 symptom assessment. https://www.testforcovid.co.za/. Accessed 2 July 2020 CubApk (2020)COVID-19-InfoCU. https://cubapk.com/store/cu.sld.COVID_19_InfoCU. Accessed 27 June 2020 Desviralize (2020) Desviralize.org is a voluntarily networked platform, offering local monitoring of the spread of COVID-19. https://desviralize.org/. Accessed 1 July 2020 Enterprise DJI (2020) Innovating to fight covid-19: four ways drones are contributing. https://enterprise.dji.com/news/detail/fight-covid-19-with-drones. Accessed 27 June 2020 Ecns.cn (2020) Robot dog enforcing social distancing in Singapore. http://www.ecns.cn/hd/2020-05-15/detail-ifzwknkv0960244.shtml. Accessed 1 July 2020 EE News Europe (2020) Laser-based photonics test detects Covid-19 from saliva. https://www.eenewseurope.com/news/laser-based-photonics-test-detects-covid-19-saliva. Accessed 4 July 2020 Elavarasan RM, Pugazhendhi R (2020) Restructured society and environment: a review on potential technological strategies to control the COVID-19 pandemic. Sci Total Environ 725:138858–138875. https://doi.org/10.1016/j.scitotenv.2020.138858 Emirates News Agency (2020) New ‘Stay Home' App launched by DoH to reinforce self-quarantine procedures. http://wam.ae/en/details/1395302834693. Accessed 3 July 2020 Erouska (2020) eRouška application. https://erouska.cz/. Accessed 2 July 2020 ERR.ee (2020) First ever drone flight carrying coronavirus patient sample in Estonia. https://news.err.ee/1081652/first-ever-drone-flight-carrying-coronavirus-patient-sample-in-estonia. Accessed 28 June 2020 ET Healthworld (2020) Studies use SIRD model to forecast COVID-19 spread. https://health.economictimes.indiatimes.com/news/industry/studies-use-sird-model-to-forecast-covid-19-spread/74920762. Accessed 2 July 2020 European Parliament (2020) Ten technologies to fight coronavirus. https://www.europarl.europa.eu/RegData/etudes/IDAN/2020/641543/EPRS_IDA(2020)641543_EN.pdf. Accessed 27 June 2020 Evening Standard (2020) Robots offer a contact-free way of getting swabbed for coronavirus. https://www.standard.co.uk/tech/robots-offer-new-coronavirus-swab-technique-a4477396.html. Accessed 2 July 2020 FIERCE Electronics (2020) Drones to fly COVID-19 relief in parts of North Carolina. https://www.fierceelectronics.com/electronics/drones-to-fly-vovid-19-relief-food-and-supplies-parts-north-carolina. Accessed 30 June 2020 Fight Covid (2020) Do I have COVID-19? Self Assessment Survey. https://fightcovid.app/. Accessed 2 July 2020 Fong J, Martinez C, Tavakoli M (2019) Ways to learn a therapist’s patient-specific intervention: robotics-vs Telerobotics-mediated hands-on teaching. Int Conf Robot Autom. https://doi.org/10.1109/ICRA.2019.8793907 Forbes (2020) Could ‘Pandemic Drones’ help slow coronavirus? Probably not—but COVID-19 is a boom for business. https://www.forbes.com/sites/petertaylor/2020/04/25/could-pandemic-drones-help-slow-coronavirus-probably-not-but-covid-19-is-a-boom-for-business/#676276c662a4. Accessed 28 June 2020 Frandroid (2020) Covidom. https://www.frandroid.com/telecharger/apps/covidom. Accessed 29 June 2020 GeoHealthApp (2020) geoHealth Application. https://en.geohealthapp.de/. Accessed 2 July 2020 Ghoshal B, Tucker A (2020) Estimating uncertainty and interpretability in deep learning for coronavirus (COVID-19) detection. Google Play (2020a) Bolivia Segura. https://play.google.com/store/apps/details?id=com.agetic.coronavirusapp&hl=en_US. Accessed 28 June 2020 Google Play (2020b) Coronavírus–SUS. https://play.google.com/store/apps/details?id=br.gov.datasus.guardioes&hl=en. Accessed 28 June 2020 Google Play (2020c) Gok Kerala. https://play.google.com/store/apps/details?id=com.qkopy.prdkerala&hl=en. Accessed 2 July 2020 Google Play (2020d) PIKOBAR Jawa Barat. https://play.google.com/store/apps/details?id=id.go.jabarprov.pikobar&hl=en. Accessed 2 July 2020 Google Play (2020e) beSafeMoris. https://play.google.com/store/apps/details?id=mu.mt.healthapp. Accessed 2 July 2020 Google Play (2020f) Estamos ON-Covid19. https://play.google.com/store/apps/details?id=com.vost.covid19mobile. Accessed 2 July 2020 Google Play (2020g) NCOVI. https://play.google.com/store/apps/details?id=com.vnptit.innovation.ncovi&hl=en. Accessed 2 July 2020 Google Play (2020h) Aarogya Setu. https://play.google.com/store/apps/details?id=nic.goi.aarogyasetu&hl=en. Accessed 2 July 2020 Google Play (2020i) HaMagen (the sheild). https://play.google.com/store/apps/details?id=com.hamagen&hl=en. Accessed 2 July 2020 Google Play (2020j) Smart astana. https://play.google.com/store/apps/details?id=kz.citysoft.smartastana&hl=en. Accessed 2 July 2020 Gouvernement (2020) Covid-19. https://www.gouvernement.fr/info-coronavirus/orientation-medicale. Accessed 2 July 2020 Gov.pl (2020) The home quarantine application: the process of sharing it has started. https://www.gov.pl/web/cyfryzacja/aplikacja-kwarantanna-domowa--ruszyl-proces-jej-udostepniania. Accessed 2 July 2020 Government of Canada (2020) Canada COVID-19 app and self-assessment tool. https://ca.thrive.health/. Accessed 28 June 2020 Government of Spain (2020) COVID-19 self – assessment. https://asistencia.covid19.gob.es/. Accessed 2 July 2020 Gozes O, Frid-Adar M, Greenspan H, Browning P, Zhang H, Ji W, Bernheim A, Siegel E (2020) Rapid AI development cycle for the coronavirus (covid-19) pandemic: Initial results for automated detection & patient monitoring using deep learning CT image analysis. arXiv:2003.05037 GPS WORLD (2020a) China fights coronavirus with delivery drones. https://www.gpsworld.com/china-fights-coronavirus-with-delivery-drones/. Accessed 1 July 2020 GPS World (2020b) Pandemic drones to monitor, detect those with COVID-19. https://www.gpsworld.com/draganfly-camera-and-uav-expertise-to-help-diagnose-coronavirus/. Accessed 4 July 2020 GROLLTEX (2020) Graphene sensors in COVID-19 tests. https://grolltex.com/graphene-sensors-covid-19-tests/. Accessed 3 July 2020 Gub.uy (2020) Coronavirus national plan. https://www.gub.uy/ministerio-salud-publica/coronavirus. Accessed 2 July 2020 Gulf Times (2020) Ehteraz, new app to be launched soon to help enhance preventive measures against Covid-19. https://m.gulf-times.com/story/660433/Ehteraz-new-app-to-be-launched-soon-to-help-enhance-preventive-measures-against-Covid-19 Accessed 25 June 2020 H2 view (2020) Coronavirus: Facemasks delivered by hydrogen-powered drone. https://www.h2-view.com/story/coronavirus-facemasks-delivered-by-hydrogen-powered-drone/. Accessed 3 July 2020 He K, Zhang X, Ren S, Sun J (2016) Deep residual learning for image recognition. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 770–778. https://openaccess.thecvf.com/content_cvpr_2016/html/He_Deep_Residual_Learning_CVPR_2016_paper.html Healthcare Packaging (2020) New robots perform COVID-19 swab tests. https://www.healthcarepackaging.com/covid-19/article/21136422/quick-hits-new-robots-perform-covid19-swab-tests. Accessed 30 June 2020 Helsenorge.no (2020) Together we can fight coronavirus – Smittestopp temporarily deactivated. https://helsenorge.no/coronavirus/smittestopp. Accessed 1 July 2020 HIT consultant (2020a) ‘Pandemic Drone’ could detect virus symptoms like COVID-19 in crowds. https://hitconsultant.net/2020/03/27/pandemic-drone-could-detect-virus-symptoms-like-covid-19-in-crowds/#.Xv-7VigzY2x. Accessed 26 June 2020 HIT Consultant (2020b) Israeli government adopts touchless remote monitoring to detect COVID-19 symptoms. https://hitconsultant.net/2020/04/16/israeli-government-adopts-touchless-remote-monitoring-to-detect-covid-19-symptoms/#.XvJnNZozbIV. Accessed 2 July 2020 Hu Z, Ge Q, Jin L, Xiong M (2020) Artificial intelligence forecasting of covid-19 in China, pp 1–14. arXiv:2002.07112 Inside Unmanned Systems (2020) DDC partners with GlobalMedic to service first nation community during coronavirus pandemic. https://insideunmannedsystems.com/ddc-partners-with-globalmedic-to-service-first-nation-community-during-coronavirus-pandemic/?utm_source=Airborne+International+Response+Team+%28AIRT%29+News+Li%20t&utm_campaign=968ae467a1-EMAIL_CAMPAIGN_2020_06_21_12_26&utm_medium=email&utm_term=0_2ecada6f57-968ae467a1-402412734 . Accessed 1 July 2020 International Airport Review (2020) Hamad Airport implements new technologies for post-COVID-19 era. https://www.internationalairportreview.com/news/117582/hia-hamad-airport-preparations-post-covid19/. Accessed 30 June 2020 Intuitive (2020) Your surgeon in control. https://www.davincisurgery.com/da-vinci-systems/about-da-vinci-systems. Accessed 27 June 2020 Ishack S, Lipner SR (2020) Applications of 3D printing technology to address COVID-19 related supply shortages. Am J Med 133:771–773. https://doi.org/10.1016/j.amjmed.2020.04.002 ITN (2020a) Infervision in the frontlines against the coronavirus. https://www.itnonline.com/content/infervision-frontlines-against-coronavirus. Accessed 4 July 2020 ITN (2020b) Dutch companies offer free innovative COVID-19 AI software. https://www.itnonline.com/content/dutch-companies-offer-free-innovative-covid-19-ai-software. Accessed 28 June 2020 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 14:419–422. https://doi.org/10.1016/j.dsx.2020.04.032 Jin C, Chen W, Cao Y et al (2020) Development and evaluation of an AI system for COVID-19 diagnosis. medRxiv. https://doi.org/10.1101/2020.03.20.20039834 Karvekar SB (2019). Smartphone-based human fatigue detection in an industrial environment using gait analysis. https://scholarworks.rit.edu Ke YY, Peng TT, Yeh TK (2020) Artificial intelligence approach fighting COVID-19 with repurposing drugs. Biomed J. https://doi.org/10.1016/j.bj.2020.05.001 Kementerian Kesihatan (2020) Ministry of Health. https://www.healthinfo.gov.bn/smartguide/user/login?callback=https%3A%2F%2Fwww.healthinfo.gov.bn%2F%23%2Fhome. Accessed 28 June 2020 Kumar A, Gupta PK, Srivastava A (2020) A review of modern technologies for tackling COVID-19 pandemic. Diabetes Metab Syndr 14:569–573. https://doi.org/10.1016/j.dsx.2020.05.008 La Opinion (2020) Utilizan drones para llevar pruebas de coronavirus. https://laopinion.com/2020/04/29/utilizan-drones-para-llevar-pruebas-de-coronavirus/. Accessed 27 June 2020 LabMedica (2020) coronavirus detecting breathing device could potentially give a diagnosis in less than one minute. https://www.labmedica.com/covid-19/articles/29427/coronavirus-detecting-breathing-device-could-potentially-give-a-diagnosis-in-less-than-one-minute.html. Accessed 24 June 2020 Lai CC, Shih TP, Ko WC, Tang HJ, Hsueh PR (2020) Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and corona virus disease-2019 (COVID-19): the epidemic and the challenges. Int J Antimicrob Agents 55:105924–105932. https://doi.org/10.1016/j.ijantimicag.2020.105924 Li L, Qin L, Xu Z et al (2020) Using artificial intelligence to detect COVID-19 and community-acquired pneumonia based on pulmonary CT: evaluation of the diagnostic accuracy. Radiology 296:E65–E71. https://doi.org/10.1148/radiol.2020200905 Maghdid HS, Asaad AT, Ghafoor K.Z, Sadiq AS, Khan MK (2020a) Diagnosing COVID-19 pneumonia from X-ray and CT images using deep learning and transfer learning algorithms. arXiv:2004.00038 Maghdid HS, Ghafoor KZ, Sadiq AS, Curran K, Rabie K (2020b) A novel AI-enabled framework to diagnose coronavirus covid 19 using smartphone embedded sensors: Design study, pp 1–7. arXiv:2003.07434 Marchese M, Capannolo A, Lombardi L, Di Carlo M, Marinangeli F, Fusco P (2020) Use of a modified ventilation mask to avoid aerosolizing spread of droplets for short endoscopic procedures during coronavirus COVID-19 outbreak. Gastrointest Endosc 92:439–440. https://doi.org/10.1016/j.gie.2020.03.3853 Medgadget (2020) Flexible throat sensor powered by AI to track COVID-19 symptoms. https://www.medgadget.com/2020/05/flexible-throat-sensor-powered-by-ai-to-track-covid-19.html. Accessed 1 July 2020 Medical Expo e-mag (2020) Covid-19: developing high tech protective masks. http://emag.medicalexpo.com/covid-19-development-of-high-tech-protective-masks/. Accessed 30 June 2020 Mirza M, Osindero S (2014) Conditional generative adversarial nets, pp 1–7. arXiv:1411.1784 Mishra B, Garg D, Narang P, Mishra V (2020) Drone-surveillance for search and rescue in natural disaster. Comput Commun 156:1–10. https://doi.org/10.1016/j.comcom.2020.03.012 Mobi Health News (2020) SPHCC employs IoT tech and wearable sensors to monitor COVID-19 patients. https://www.mobihealthnews.com/news/asia-pacific/sphcc-employs-iot-tech-and-wearable-sensors-monitor-covid-19-patients. Accessed 3 July 2020 Mohammed MN, Syamsudin H, Al-Zubaidi S, Yusuf E (2020) Novel COVID-19 detection and diagnosis system using IOT based smart helmet. J Psychosoc Rehabilit 24:2296–2303. https://doi.org/10.37200/IJPR/V24I7/PR270221 Moph Information System (2020) COVID-19 self screening. https://covid19.health.gov.gy/apps/f?p=100:52:15173457806101. Accessed 2 July 2020 moveUP.care (2020) COVID-19. https://www.moveup.care/covid. Accessed 29 June 2020 Narin A, Kaya C, Pamuk Z (2020) Automatic detection of coronavirus disease (covid-19) using x-ray images and deep convolutional neural networks. arXiv:2003.10849 Nemati E, Rahman MM, Nathan V, Vatanparvar K, Kuang J (2019) A comprehensive approach for cough type detection. IEEE/ACM-CHASE. https://doi.org/10.1109/CHASE48038.2019.00013 NEWS (2020) Researchers working on smartphone sensor to detect COVID-19. https://www.wwnytv.com/2020/05/11/researchers-working-smartphone-sensor-detect-covid-/. Accessed 4 July 2020 News Ghana (2020) Ghana launches COVID-19 tracking app. https://newsghana.com.gh/ghana-launches-covid-19-tracking-app/. Accessed 2 July 2020 New Vision (2020) COVID-19: nurses use app to reach patients. https://www.newvision.co.ug/news/1517622/covid-19-nurses-app-reach-patients Accessed 2 July 202. Nguyen TT (2020) Artificial intelligence in the battle against coronavirus (COVID-19): a survey and future research directions. Preprint. https://doi.org/10.13140/RG.2.2.36491.23846 NHSX (2020) Driving forward the digital transformation of health and social care. https://www.nhsx.nhs.uk/. Accessed 4 July 2020 Nikkei Asian Review (2020a) JD.com makes drone deliveries as coronavirus cuts off usual modes. https://asia.nikkei.com/Spotlight/Coronavirus/JD.com-makes-drone-deliveries-as-coronavirus-cuts-off-usual-modes. Accessed 26 June 2020 Nikkei Asian review (2020b) Robots help China manage the coronavirus pandemic. https://asia.nikkei.com/Business/China-tech/Robots-help-China-manage-the-coronavirus-pandemic. Accessed June 27 2020 North Eastern University (2020) Sensors to detect COVID-19 diagnosis instantly. https://coe.northeastern.edu/news/sensors-to-detect-covid-19-diagnosis-instantly/. Accessed 2 July 2020 NUST (2020) NUST launches COVID-19 website and mobile app. https://www.nust.na/?q=news/nust-launches-covid-19-website-and-mobile-app. Accessed 27 June 2020 OECD.AI (2020) AI-powered COVID-19 watch https://www.oecd.ai/covid. Accessed 26 July 2020 PlazaPublica (2020) Sigue en vivo la evolución del COVID-19 con esta app de la Landívar. https://www.plazapublica.com.gt/content/sigue-en-vivo-la-evolucion-del-covid-19-con-esta-app-de-la-landivar. Accessed 29 June 2020 Poljak M, Šterbenc A (2020) Use of drones in clinical microbiology and infectious diseases: current status, challenges and barriers. Clin Microbiol Infect 26:425–430. https://doi.org/10.1016/j.cmi.2019.09.014 Priye A, Wong S, Bi Y, Carpio M et al (2016) Lab-on-a-drone: toward pinpoint deployment of smartphone-enabled nucleic acid-based diagnostics for mobile health care. Anal Chem 88:4651–4660. https://doi.org/10.1021/acs.analchem.5b04153 Qiu G, Gai Z, Tao Y, Schmitt J, Kullak-Ublick GA, Wang J (2020) Dual-functional plasmonic photothermal zz for highly accurate severe acute respiratory syndrome coronavirus 2 detection. ACS Nano 14:5268–5277. https://doi.org/10.1021/acsnano.0c02439 Quantum systems (2020) Drone delivers Covid-19 tests to laboratory in less than seven minutes. https://www.quantum-systems.com/2020/06/04/drone-delivers-covid-19-tests-to-laboratory-in-less-than-seven-minutes/. Accessed 29 June 2020 Redbird (2020) How Covid-19 is developing in Ghana. https://app.redbird.co/auth/covid-19/get-started. Accessed 2 July 2020 Reuters (2020) Chilean seniors look to the sky for medicine and masks. https://uk.reuters.com/article/health-coronavirus-chile-drone/chilean-seniors-look-to-the-sky-for-medicine-and-masks-idUKL1N2C817V. Accessed 25 June 2020 Rise Up (2020) COVTRACER. https://covid-19.rise.org.cy/en/ Accessed 28 June 2020 Roldán Jiménez C, Bennett P, Ortiz García A, Cuest Vargas AI (2019) Fatigue detection during sit-to-stand test based on surface electromyography and acceleration: a case study. Sensors 19:4202. https://doi.org/10.3390/s19194202 Salzburg Global Seminar (2020) Japan-India transformative technology network. https://www.salzburgglobal.org/multi-year-series/jittn.html. Accessed 4 July 2020 Scalefocus (2020) Prevent and assist in the fight against COVID-19. https://virusafe.info/. Accessed 29 June 2020 Schwartz A, Stiegel M, Greeson N et al (2020) Decontamination and reuse of N95 respirators with hydrogen peroxide vapor to address worldwide personal protective equipment shortages during the SARS-CoV-2 (COVID-19) pandemic. Appl Biosaf 25:67–70. https://doi.org/10.1177/1535676020919932 SensorTower (2020) Mahakavach. https://sensortower.com/android/in/maharashtra-state-innovation-society/app/mahakavach/com.mahakavach/overview. Accessed 3 July 2020 Seo G, Lee G, Kim MJ et al (2020) Rapid detection of COVID-19 causative virus (SARS-CoV-2) in human nasopharyngeal swab specimens using field-effect transistor-based biosensor. ACS Nano 14:5135–5142. https://doi.org/10.1021/acsnano.0c02823 Simple Flying (2020) Doha hamad airport launches coronavirus helmets and disinfection robots. https://simpleflying.com/doha-hamad-airport-launches-coronavirus-helmets-disinfection-robots/. Accessed 29 June 2020 Singh RP, Javaid M, Haleem A, Suman R (2020) Internet of things (IoT) applications to fight against COVID-19 pandemic. Diabetes Metab Syndr 14:521–524. https://doi.org/10.1016/j.dsx.2020.04.041 STAT (2020) Surge in patients overwhelms telehealth services amid coronavirus pandemic. https://www.statnews.com/2020/03/17/telehealth-services-overwhelmed-amid-coronavirus-pandemic/. Accessed 27 June 2020 Stopp Corona (2020) The app in the fight against coronavirus. https://www.stopp-corona.at/. Accessed 29 June 2020 Story A, Aldridge RW, Smith CM et al (2019) Smartphone-enabled video-observed versus directly observed treatment for tuberculosis: a multicentre, analyst-blinded, randomised, controlled superiority trial. Lancet 393:1216–1224. https://doi.org/10.1016/S0140-6736(18)32993-3 Supply Chaindive (2020) JD Logistics deploys autonomous shuttles, drones for last-mile deliveries in coronavirus quarantine zones. https://www.supplychaindive.com/news/jd-logistics-autonomous-drones-deliveries-coronavirus/571875/. Accessed 25 June 2020 Synced (2020) AI enables doctors to diagnose COVID-19 infection in seconds. https://syncedreview.com/2020/02/27/ai-enables-doctors-to-diagnose-covid-19-infection-in-seconds/. Accessed 4 July 2020 Tao R, Ocampo R, Fong J, Soleymani A, Tavakoli M (2020) Modeling and emulating a physiotherapist’s role in robot-assisted rehabilitation. Adv Intell Syst 2:1900181. https://doi.org/10.1002/aisy.201900181 Tavakoli M, Carriere J, Torabi A (2020) Robotics, smart wearable technologies, and autonomous intelligent systems for healthcare during the COVID-19 pandemic: an analysis of the state of the art and future vision. Adv Intell Syst 2:2000071. https://doi.org/10.1002/aisy.202000071 Techcrunch (2020) France is officially working on ‘Stop Covid’ contact-tracing app. https://techcrunch.com/2020/04/08/france-is-officially-working-on-stop-covid-contact-tracing-app/. Accessed 28 June 2020 Technology Org (2020) AI algorithm detects coronavirus infections in patients from CT scans with 96% accuracy. https://www.technology.org/2020/03/01/ai-algorithm-detects-coronavirus-infections-in-patients-from-ct-scans-with-96-accuracy/. Accessed 27 June 2020 TechRepublic (2020) Artificial intelligence is predicting coronavirus outbreaks before they start. https://www.techrepublic.com/article/artificial-intelligence-is-predicting-coronavirus-outbreaks-before-they-start/. Accessed 1 July 2020 The Government of Honkong (2020) “StayHomeSafe” Mobile App User Guide. https://www.coronavirus.gov.hk/eng/stay-home-safe.html Accessed 2 July 2020 The Guardian (2020) Drone deliveries soar in rural Scotland during coronavirus outbreak. https://www.theguardian.com/uk-news/2020/may/29/drone-deliveries-soar-in-rural-scotland-during-coronavirus-outbreak. Accessed 30 June 2020 The Japan Times (2020) Free Japanese-language medical app offers advice about coronavirus. https://www.japantimes.co.jp/news/2020/02/23/national/science-health/free-japanese-language-medical-app-offers-advice-coronavirus/#.XveU8m0zbIV Accessed 2 July 2020 The National (2020) Coronavirus: reusable face masks to ease UAE eco concerns. https://www.thenational.ae/uae/health/coronavirus-reusable-face-masks-to-ease-uae-eco-concerns-1.1024300. Accessed 4 July 2020 The Peninsula (2020) Robots may become heroes in war on coronavirus. https://www.thepeninsulaqatar.com/article/09/04/2020/Robots-may-become-heroes-in-war-on-coronavirus. Accessed 30 June 2020 The Phnom Penh Post (2020) Covid-19 app contest launched. https://www.phnompenhpost.com/national/covid-19-app-contest-launched. Accessed 28 June 2020 The Times of India (2020) These face masks that use new technology could actually kill virus. https://timesofindia.indiatimes.com/city/rajkot/these-face-masks-that-use-new-tech-could-actually-kill-virus/articleshow/75130514.cms. Accessed 3 July 2020 The World (2020) In fight against coronavirus, Ghana uses drones to speed up testing. https://www.pri.org/stories/2020-04-23/fight-against-coronavirus-ghana-uses-drones-speed-testing. Accessed 27 June 2020 Tracetogether (2020) Tracetogether Application. https://www.tracetogether.gov.sg/. Accessed 2 July 2020 Twitter (2020a) It might be the largest-scale civil drone delivery in real use in the world as of today: SF express drone delivery in Hubei province, China during coronavirus. https://twitter.com/chineseflyer/status/1239868955579293699. Accessed 2 July 2020 Twitter (2020b) AUVSI Headquarters:Alphabet's #drone delivery company wing has seen a surge in demand in recent weeks, making over 1,000 deliveries in the last two weeks. Delivery numbers have doubled in the US and Australia. https://twitter.com/AUVSI/status/1248290844513353728. Accessed 02 July 2020 Twitter (2020c) Turkey uses a drone to deliver bread to his costumers during the coronavirus lockdown. https://twitter.com/fatihcagrii/status/1252558855608958976?s=12. Accessed 29 June 2020 UAS Magazine (2020) Italian drone dealer creates delivery box for swabs, COVID meds. http://uasmagazine.com/articles/2146/italian-drone-dealer-creates-delivery-box-for-swabs-covid-meds. Accessed 28 June 2020 Udugama B, Kadhiresan P, Kozlowski HN et al (2020) Diagnosing COVID-19: the disease and tools for detection. ACS Nano 14:3822–3835. https://doi.org/10.1021/acsnano.0c02624 Vacca A, Onishi H (2017) Drones: military weapons, surveillance or mapping tools for environmental monitoring? The need for legal framework is required. Transp Res Proced 25:51–62. https://doi.org/10.1016/j.trpro.2017.05.209 Vhaduri S, Van Kessel T, Ko B, Wood D, Wang S, Brunschwiler T (2019) Nocturnal cough and snore detection in noisy environments using smartphone-microphones. IEEE (ICHI). https://doi.org/10.1109/ICHI.2019.8904563 We Robotics (2020) How delivery drones are being used to tackle COVID-19. https://blog.werobotics.org/2020/04/25/cargo-drones-covid-19/. Accessed 02 July 2020 Wang S, Kang B, Ma J, Zeng X, Xiao M et al (2020) A deep learning algorithm using CT images to screen for corona virus disease (COVID-19). medrxiv. https://doi.org/10.1101/2020.02.14.20023028 WHO (2020) Declaration of public health emergency of international concern. https://www.who.int/emergencies/diseases/novel-coronavirus-2019/events-as-they-happen. Accessed 27 June 2020 Ye Y, Hou S, Fan Y, Qian Y, Zhang Y, Sun S, Peng Q, Laparo K (2020) α-Satellite: an AI-driven System and benchmark datasets for hierarchical community-level risk assessment to help combat COVID-19. IEEE J Biomed Inform. https://doi.org/10.1109/JBHI.2020.3009314 Yuan M, Yin W, Tao Z, Tan W, Hu Y (2020) Association of radiologic findings with mortality of patients infected with 2019 novel coronavirus in Wuhan, China. PLoS ONE 15:e0230548–e0230558. https://doi.org/10.1371/journal.pone.0230548 Zachreson C, Fair KM, Cliff OM, Harding N, Piraveenan M, Prokopenko M (2018) Urbanization affects peak timing, prevalence, and bimodality of influenza pandemics in Australia: results of a census-calibrated model. Sci Adv 4:eaau5294. https://doi.org/10.1126/sciadv.aau5294 ZD Net (2020) Google DeepMind’s effort on COVID-19 coronavirus rests on the shoulders of giants. https://www.zdnet.com/article/google-deepminds-effort-on-covid-19-coronavirus-rests-on-the-shoulders-of-giants/. Accessed 3 July 2020