WHO. World Health Organisation Coronavirus (COVID-19) Dashboard. https://covid19.who.int/. Accessed 4 Nov 2021.
Perondi B, Miethke-Morais A, Montal AC, Harima L, Segurado AC. Setting up hospital care provision to patients with COVID-19: lessons learnt at a 2400-bed academic tertiary center in São Paulo, Brazil. Braz J Infect Dis. 2020;24(6):570–4. https://doi.org/10.1016/j.bjid.2020.09.005.
Article
PubMed
PubMed Central
Google Scholar
ATTACC Investigators; ACTIV-4a Investigators; REMAP-CAP Investigators, Lawler PR, Goligher EC, Berger JS, Neal MD, McVerry BJ, Nicolau JC, Gong MN, Carrier M, Rosenson RS, Reynolds HR, Turgeon AF, Escobedo J, Huang DT, Bradbury CA, Houston BL, Kornblith LZ, Kumar A, Kahn SR, Cushman M, McQuilten Z, Slutsky AS, Kim KS, Gordon AC, Kirwan BA, Brooks MM, Higgins AM, Lewis RJ, Lorenzi E, Berry SM, Berry LR, Aday AW, Al-Beidh F, Annane D, Arabi YM, Aryal D, Baumann Kreuziger L, Beane A, Bhimani Z, Bihari S, Billett HH, Bond L, Bonten M, Brunkhorst F, Buxton M, Buzgau A, Castellucci LA, Chekuri S, Chen JT, Cheng AC, Chkhikvadze T, Coiffard B, Costantini TW, de Brouwer S, Derde LPG, Detry MA, Duggal A, Džavík V, Effron MB, Estcourt LJ, Everett BM, Fergusson DA, Fitzgerald M, Fowler RA, Galanaud JP, Galen BT, Gandotra S, García-Madrona S, Girard TD, Godoy LC, Goodman AL, Goossens H, Green C, Greenstein YY, Gross PL, Hamburg NM, Haniffa R, Hanna G, Hanna N, Hegde SM, Hendrickson CM, Hite RD, Hindenburg AA, Hope AA, Horowitz JM, Horvat CM, Hudock K, Hunt BJ, Husain M, Hyzy RC, Iyer VN, Jacobson JR, Jayakumar D, Keller NM, Khan A, Kim Y, Kindzelski AL, King AJ, Knudson MM, Kornblith AE, Krishnan V, Kutcher ME, Laffan MA, Lamontagne F, Le Gal G, Leeper CM, Leifer ES, Lim G, Lima FG, Linstrum K, Litton E, Lopez-Sendon J, Lopez-Sendon Moreno JL, Lother SA, Malhotra S, Marcos M, Saud Marinez A, Marshall JC, Marten N, Matthay MA, McAuley DF, McDonald EG, McGlothlin A, McGuinness SP, Middeldorp S, Montgomery SK, Moore SC, Morillo Guerrero R, Mouncey PR, Murthy S, Nair GB, Nair R, Nichol AD, Nunez-Garcia B, Pandey A, Park PK, Parke RL, Parker JC, Parnia S, Paul JD, Pérez González YS, Pompilio M, Prekker ME, Quigley JG, Rost NS, Rowan K, Santos FO, Santos M, Olombrada Santos M, Satterwhite L, Saunders CT, Schutgens REG, Seymour CW, Siegal DM, Silva DG Jr, Shankar-Hari M, Sheehan JP, Singhal AB, Solvason D, Stanworth SJ, Tritschler T, Turner AM, van Bentum-Puijk W, van de Veerdonk FL, van Diepen S, Vazquez-Grande G, Wahid L, Wareham V, Wells BJ, Widmer RJ, Wilson JG, Yuriditsky E, Zampieri FG, Angus DC, McArthur CJ, Webb SA, Farkouh ME, Hochman JS, Zarychanski R.. Therapeutic anticoagulation with heparin in noncritically ill patients with covid-19. N Engl J Med. 2021;385(9):790–802. https://doi.org/10.1056/nejmoa2105911.
REMAP-CAP Investigators; ACTIV-4a Investigators; ATTACC Investigators, Goligher EC, Bradbury CA, McVerry BJ, Lawler PR, Berger JS, Gong MN, Carrier M, Reynolds HR, Kumar A, Turgeon AF, Kornblith LZ, Kahn SR, Marshall JC, Kim KS, Houston BL, Derde LPG, Cushman M, Tritschler T, Angus DC, Godoy LC, McQuilten Z, Kirwan BA, Farkouh ME, Brooks MM, Lewis RJ, Berry LR, Lorenzi E, Gordon AC, Ahuja T, Al-Beidh F, Annane D, Arabi YM, Aryal D, Baumann Kreuziger L, Beane A, Bhimani Z, Bihari S, Billett HH, Bond L, Bonten M, Brunkhorst F, Buxton M, Buzgau A, Castellucci LA, Chekuri S, Chen JT, Cheng AC, Chkhikvadze T, Coiffard B, Contreras A, Costantini TW, de Brouwer S, Detry MA, Duggal A, Džavík V, Effron MB, Eng HF, Escobedo J, Estcourt LJ, Everett BM, Fergusson DA, Fitzgerald M, Fowler RA, Froess JD, Fu Z, Galanaud JP, Galen BT, Gandotra S, Girard TD, Goodman AL, Goossens H, Green C, Greenstein YY, Gross PL, Haniffa R, Hegde SM, Hendrickson CM, Higgins AM, Hindenburg AA, Hope AA, Horowitz JM, Horvat CM, Huang DT, Hudock K, Hunt BJ, Husain M, Hyzy RC, Jacobson JR, Jayakumar D, Keller NM, Khan A, Kim Y, Kindzelski A, King AJ, Knudson MM, Kornblith AE, Kutcher ME, Laffan MA, Lamontagne F, Le Gal G, Leeper CM, Leifer ES, Lim G, Gallego Lima F, Linstrum K, Litton E, Lopez-Sendon J, Lother SA, Marten N, Saud Marinez A, Martinez M, Mateos Garcia E, Mavromichalis S, McAuley DF, McDonald EG, McGlothlin A, McGuinness SP, Middeldorp S, Montgomery SK, Mouncey PR, Murthy S, Nair GB, Nair R, Nichol AD, Nicolau JC, Nunez-Garcia B, Park JJ, Park PK, Parke RL, Parker JC, Parnia S, Paul JD, Pompilio M, Quigley JG, Rosenson RS, Rost NS, Rowan K, Santos FO, Santos M, Santos MO, Satterwhite L, Saunders CT, Schreiber J, Schutgens REG, Seymour CW, Siegal DM, Silva DG Jr, Singhal AB, Slutsky AS, Solvason D, Stanworth SJ, Turner AM, van Bentum-Puijk W, van de Veerdonk FL, van Diepen S, Vazquez-Grande G, Wahid L, Wareham V, Widmer RJ, Wilson JG, Yuriditsky E, Zhong Y, Berry SM, McArthur CJ, Neal MD, Hochman JS, Webb SA, Zarychanski R. Therapeutic anticoagulation with heparin in critically ill patients with covid-19. N Engl J Med. 2021;385(9):777–89. https://doi.org/10.1056/nejmoa2103417.
Whitlock ME, Woodward PW, Alexander RC. Is high placebo response really a problem in depression trials? a critical re-analysis of depression studies. Innov Clin Neurosci. 2019;16(7–08):12–7.
PubMed
PubMed Central
Google Scholar
Denning D. Correlation between in-vitro susceptibility testing to itraconazole and in-vivo outcome of aspergillus fumigatus infection. J Antimicrob Chemother. 1997;40(3):401–14. https://doi.org/10.1093/jac/40.3.401.
Article
CAS
PubMed
Google Scholar
Hilf M, Yu VL, Sharp J, Zuravleff JJ, Korvick JA, Muder RR. Antibiotic therapy for pseudomonas aeruginosa bacteremia: outcome correlations in a prospective study of 200 patients. Am J Med. 1989;87(5):540–6. https://doi.org/10.1016/s0002-9343(89)80611-4.
Article
CAS
PubMed
Google Scholar
Schooley RT. Correlation between viral load measurements and outcome in clinical trials of antiviral drugs. AIDS. 1995;9(Suppl 2):15–9.
Google Scholar
Fonti VF, Belitser EN. Paper in business analytics feature selection using lasso. 2017.
Wu F, Yuan Y, Zhuang Y. Heterogeneous feature selection by group lasso with logistic regression. In: Proceedings of the international conference on multimedia—MM 10. ACM Press; 2010. https://doi.org/10.1145/1873951.1874129.
Matthews BW. Comparison of the predicted and observed secondary structure of t4 phage lysozyme. Biochim Biophys (BBA) Acta Protein Struct. 1975;405(2):442–51. https://doi.org/10.1016/0005-2795(75)90109-9.
Article
CAS
Google Scholar
Buitinck L, Louppe G, Blondel M, Pedregosa F, Mueller A, Grisel O, Niculae V, Prettenhofer P, Gramfort A, Grobler J, Layton R, VanderPlas J, Joly A, Holt B, Varoquaux G. API design for machine learning software: experiences from the Scikit-learn project. In: ECML PKDD workshop: languages for data mining and machine learning, 2013, p. 108–22.
Fernandez R, Fetais N. Survey of information visualization techniques for enhancing visual analysis. In: 2017 international conference on computer and applications—ICCA. IEEE; 2017, p. 360–363. https://doi.org/10.1109/comapp.2017.8079755.
Inc. PT. Collaborative data science. https://plot.ly.
Hunter JD. Matplotlib: a 2d graphics environment. Comput Sci Eng. 2007;9(3):90–5. https://doi.org/10.1109/MCSE.2007.55.
Article
Google Scholar
Langford BJ, So M, Raybardhan S, Leung V, Westwood D, MacFadden DR, Soucy J-PR, Daneman N. Bacterial co-infection and secondary infection in patients with COVID-19: a living rapid review and meta-analysis. Clin Microbiol Infect. 2020;26(12):1622–9. https://doi.org/10.1016/j.cmi.2020.07.016.
Article
CAS
PubMed
PubMed Central
Google Scholar
Piazza G, Morrow DA. Diagnosis, management, and pathophysiology of arterial and venous thrombosis in COVID-19. JAMA. 2020;324(24):2548. https://doi.org/10.1001/jama.2020.23422.
Article
CAS
PubMed
Google Scholar
Group TRC. Dexamethasone in hospitalized patients with covid-19. N Engl J Med. 2021;384(8):693–704. https://doi.org/10.1056/nejmoa2021436.
Article
CAS
Google Scholar
Datta SD, Talwar A, Lee JT. A proposed framework and timeline of the spectrum of disease due to SARS-CoV-2 infection. JAMA. 2020;324(22):2251. https://doi.org/10.1001/jama.2020.22717.
Article
CAS
PubMed
Google Scholar
Tang J, Grubbs G, Lee Y, Golding H, Khurana S. Impact of convalescent plasma therapy on severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antibody profile in coronavirus disease 2019 (COVID-19) patients. Clin Infect Dis. 2021;74(2):327–34. https://doi.org/10.1093/cid/ciab317.
Article
CAS
PubMed Central
Google Scholar
Joshi S, Parkar J, Ansari A, Vora A, Talwar D, Tiwaskar M, Patil S, Barkate H. Role of favipiravir in the treatment of COVID-19. Int J Infect Dis. 2021;102:501–8. https://doi.org/10.1016/j.ijid.2020.10.069.
Article
CAS
PubMed
Google Scholar
Grau S, Echeverria-Esnal D, Gómez-Zorrilla S, Navarrete-Rouco ME, Masclans JR, Espona M, Gracia-Arnillas MP, Duran X, Comas M, Horcajada JP, Ferrández O. Evolution of antimicrobial consumption during the first wave of COVID-19 pandemic. Antibiotics. 2021;10(2):132. https://doi.org/10.3390/antibiotics10020132.
Article
CAS
PubMed
PubMed Central
Google Scholar
Guisado-Gil A, Infante-Domínguez C, Peñalva G, Praena J, Roca C, Navarro-Amuedo M, Aguilar-Guisado M, Espinosa-Aguilera N, Poyato-Borrego M, Romero-Rodríguez N, Aldabó T, Salto-Alejandre S, de Pipaón MR-P, Lepe J, Martín-Gutiérrez G, Gil-Navarro M, Molina J, Pachón J, Cisneros J. Impact of the COVID-19 pandemic on antimicrobial consumption and hospital-acquired candidemia and multidrug-resistant bloodstream infections. Antibiotics. 2020;9(11):816. https://doi.org/10.3390/antibiotics9110816.
Article
CAS
PubMed Central
Google Scholar
e Silva GA, Jardim B, Lotufo P. MORTALIDADE POR COVID-19 NO BRASIL AJUSTADA POR IDADE: MAIS ALTA NA REGIão NORTE, 2021. https://doi.org/10.1590/scielopreprints.1874.