Literature DB >> 32983694

Effects of the COVID-19 Pandemic on Stroke Patients.

Hammad Ghanchi1, Ariel Takayanagi1, Paras Savla1, Omid R Hariri2, Emilio C Tayag3, Michael Schiraldi4,5, Lucille Jorgensen6, Dan E Miulli7.   

Abstract

Introduction The severe acute respiratory syndrome coronavirus 2 (SARS2-CoV-2) induced pandemic (COVID-19 pandemic) has affected healthcare in all aspects, including stroke care. We sought to investigate this effect with analysis of our hospital's stroke treatment protocols as well as stroke volume on state, regional, and national levels. Methods This was a retrospective review of prospectively collected data from our stroke registry to assess the impact of the SARS2-CoV-2 induced pandemic on the volume of stroke patients presenting to our facility. Demographics collected included age, sex, race, National Institute of Health Stroke Scale (NIHSS) on admission, discharge modified Rankin Score (mRS), type of stroke (ischemic, hemorrhagic, or transient ischemic attack), time of symptom onset, and time to initial imaging. Data were also stratified by date and comparison was made between the intra-COVID-period (March and April 2020), pre-COVID period (March and April 2019), and peri-COVID period (January and February 2020). To determine stroke trends on a national level, we utilized the Get with the Guidelines (GWTG) stroke database to compare stroke volumes in the pre-COVID, peri-COVID, and intra-COVID periods between our hospital, all California hospitals, and the West and Pacific regions. Results There was a significant increase in last known well time (LKWT) to arrival to the emergency department (ED) (LKWT to door) as well as time from arrival to the ED to obtaining a computed tomography (CT) of the head (door to CT) in March 2020 compared to 2019 (p=0.0220 and p=0.0475, respectively). There were significantly fewer transient ischemic attacks (TIAs) in California hospitals as well as in March and April 2020 in comparison to January and February 2020 (p=0.0417). Similarly, there were significantly fewer TIAs in March and April 2019 compared to March and April 2020 (p=0.0360). The decrease in TIAs was also seen at our hospital in both time frame comparisons as well as in West Regional Hospitals in March and April 2020 compared to March and April 2019 (p=0.0111, p=0.0215, and p=0.0414, respectively). Conclusion Stroke care has been disrupted by the COVID-19 pandemic worldwide. We identified a delay in LKWT to door as well as time from door to CT in March 2020 compared to March 2019 at our institution. There was a statistically significant decrease in final diagnosis of TIA at our hospital, all California hospitals, and all West Regional hospitals during the March-April 2020 window, suggesting that some patients with minor stroke symptoms may not be presenting to the hospital in the midst of the pandemic. Strategies to minimize delays in care and maximize functional recovery must continue to evolve as new challenges are met during the COVID-19 pandemic.
Copyright © 2020, Ghanchi et al.

Entities:  

Keywords:  coronavirus quarantine; covid-19; diagnostic delay; nihss; patient delay; stroke; stroke guidelines; stroke protocol; tpa; transient ischemic attack

Year:  2020        PMID: 32983694      PMCID: PMC7511064          DOI: 10.7759/cureus.9995

Source DB:  PubMed          Journal:  Cureus        ISSN: 2168-8184


Introduction

The coronavirus disease 2019 (COVID-19) pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS2-CoV-2) has had detrimental effects on not only our economy, but it has also affected treatment of other serious diseases. Recent studies have been published demonstrating the adverse effects this pandemic has had thus far on the treatment of stroke patients [1-4]. Over the past few decades, great measures have been taken to decrease time from stroke symptom onset to treatment in order to maximize recovery [5]. However, during the COVID-19 pandemic, the public has been discouraged from leaving their homes to minimize risk of infection and slow the spread of the disease. A state of emergency was issued by many state governments early March 2020 which evolved into stay-at-home orders. The orders were first placed in California mid-March 2020 and slowly spread to the other states in the following weeks [6]. At the same time, hospitals across the nation started to prepare for a surge in hospitalizations and began focusing efforts on providing COVID-directed care. Since the pandemic began, delays in presentation and decreases in patients receiving tissue plasminogen activator (tPA) have been reported [2]. We performed a retrospective study using our institutional stroke registry to investigate pre- and intra-hospital delays during the COVID period. We then compared our institutional data to the Get with the Guidelines (GWTG) database to analyze our experience by comparing regional and national trends in stroke volume [7,8].

Materials and methods

This was a retrospective review of the stroke registry at our institution, a Level 1 primary stroke center as certified by the Joint Commission/American Stroke Association in Colton, California, to assess what impact the SARS2-Cov-2 outbreak had on the number of patients presenting with stroke to our hospital. All patients with a final diagnosis of ischemic stroke, transient ischemic attack (TIA), subarachnoid hemorrhage (SAH), or intraparenchymal hemorrhage (IPH) were reviewed. Demographics were collected including age, sex, race, National Institute of Health Stroke Scale (NIHSS) on admission, discharge modified Rankin Score (mRS), type of stroke (ischemic, hemorrhagic, or transient ischemic attack), last known well time (LKWT), and time to initial cranial imaging. Data was also stratified by date into three groups: (a) intra-COVID period (March and April 2020), (b) pre-COVID period (March and April 2019), and peri-COVID period (January and February 2020). To determine stroke trends on a regional and national level, we utilized the GWTG database to compare stroke volumes in the same three time periods between our hospital, all California hospitals, all Pacific hospitals (Alaska, Washington, Oregon, California, and Hawaii), all Western hospitals (Pacific plus Montana, Idaho, Wyoming, Nevada, Utah, Colorado, Arizona, and New Mexico), and all hospitals in the United States that submit data to the registry. The numbers of patients presenting to these hospitals with a final diagnosis of ischemic stroke, TIA, SAH, or IPH were reviewed. The primary endpoint of this study is to compare whether there was a significant change in the number of patients presenting to our institution with stroke during the SARS2-CoV-2 pandemic. The secondary endpoints were to assess differences in severity of stroke, delays in imaging, delays in presentation, and changes in stroke incidence. Statistical analysis was performed using Student’s t-Test to compare the sample means and assess for any significant differences in the patient volumes, times for treatment, and severity of strokes.

Results

County Hospital Stroke Results On our review, 348 patients presented to our institution between during the first four months in 2019 and 302 patients in 2020 with symptoms concerning for stroke resulting in activation of our stroke protocols. Of these patients, a total of 262 were found to have a final diagnosis of stroke (ischemic, hemorrhagic, or TIA) on discharge; 135 patients in 2019 and 127 patients in 2020. The mean age of both groups was 60 years with 2019 ranging from 20 to 99 years old and 2020 ranging from 21 to 93 years old. For gender, no significant differences were seen, with 2019 having 67 (49.6%) males and 68 (50.4%) females and 2020 having 57 (44.9%) males and 70 (55.1%) females. There was a significant increase in last known well time (LKWT) to arrival to the emergency department (ED) (LKWT to door) as well as time from arrival to the ED to obtaining a computed tomography (CT) of the head (door to CT) in March 2020 compared to 2019 (p=0.0220 and p=0.0475, respectively) (Table 1, Figure 1, Figure 2). There was no difference in LKWT to door or door to CT between April 2019 and 2020. Additionally, while the NIH score was increased in April 2020 compared to 2019 from 4.14 to 8.16, the difference was not statistically significant (p=0.17) (Table 1, Figure 3).
Table 1

Comparison of pre-COVID versus COVID period timing and stroke severity

Abbreviations: LKWT: last known well time, NIH: National Institutes of Health, H&H: Hunt and Hess score, ICH: Intraparenchymal hemorrhage score, mRS: modified Rankin scale, Pre-COVID: March, April 2019, COVID period: March, April 2020, N/A: not applicable

MonthMar '19 Mar '20  Apr '19 Apr '20  
 MeanMeanp-value MeanMeanp=value 
Timing       
LKWT to door (min)83625610.0220 145710390.4623
Door to CT (min)17760.0475 50570.8321
Admission Stroke Severity and Discharge Functional Status  
NIH6.275.740.8173 4.148.160.1767
mRS 2.082.430.4900 2.322.320.9882
Figure 1

Last Known Well Time to Door

Figure 2

Time from Door to CT

Figure 3

Stroke Severity and Functional Status

Comparison of pre-COVID versus COVID period timing and stroke severity

Abbreviations: LKWT: last known well time, NIH: National Institutes of Health, H&H: Hunt and Hess score, ICH: Intraparenchymal hemorrhage score, mRS: modified Rankin scale, Pre-COVID: March, April 2019, COVID period: March, April 2020, N/A: not applicable National, Regional, and Local Stroke Volume Stroke volumes in January through April of 2019 and 2020 for our hospital as well as regional and national data are listed in Table 2. Comparisons of stroke volumes in the peri-COVID period and the COVID period as well as pre-COVID period and COVID-period are demonstrated in Table 3. There were significantly fewer TIAs in California hospitals as well as in March and April 2020 in comparison to January and February 2020 (p=0.0417). Similarly, there were significantly fewer TIAs in March and April 2019 compared to March and April 2020 (p=0.0360). The decrease in TIAs was also seen at our hospital in both time frame comparisons (p=0.0111, p=0.0215) as well as in West Regional Hospitals when March and April 2020 was compared to March and April 2019 (p=0.0414). There was also a significant decrease in ischemic strokes in the Pacific region from March/April 2019 to March/April 2020 and from January/February 2020 to March/April 2020 (p=0.0462 and p=0.0383, respectively).
Table 2

National, regional, and local stroke volumes in 2019 and 2020

Abbreviations: ARMC: Arrowhead Regional Medical Center; IS: ischemic stroke; TIA: transient ischemic attack <24 hours; SAH: subarachnoid hemorrhage; ICH: intraparenchymal hemorrhage; All hospitals: all hospitals in the US; Pacific: Alaska, Washington, Oregon, California, Hawaii; West Region: Pacific region plus Montana, Idaho, Wyoming, Nevada, Utah, Colorado, Arizona, New Mexico

  IS TIA SAH ICH
Region  20192020 20192020 20192020 20192020
ARMC            
January 1414 1315 30 39
February 2115 816 12 710
March 1111 126 14 119
April 1214 134 01 55
CA Hospitals           
January 40864325 658700 277270 909912
February 37053881 641659 271238 868785
March 41153475 717458 275202 866747
April 39872284 680349 257160 825508
Pacific Region           
January 58216037 945940 387360 12331211
February 51765408 929894 363304 11641083
March 58314941 1036600 366284 1135997
April 56363263 951426 361218 1087716
West Regional          
January 79018172 12491189 540492 16111623
February 69827372 11941126 494422 15111447
March 78246634 1344764 496380 15051329
April 75994474 1222525 501280 1459951
All Hospitals           
January 4064442660 67497150 23832353 73057287
February 3694637999 61946556 21351940 64896233
March 4040334986 73404940 22691960 68905819
April 4009922748 68772856 21741431 65384307
Table 3

Comparision of national, regional, and local stroke volumes in pre-COVID, peri-COVID, and COVID periods (p values)

Abbreviations: ARMC: Arrowhead Regional Medical Center; IS: ischemic stroke; TIA: transient ischemic attack <24 hours; SAH: subarachnoid hemorrhage; ICH: intraparenchymal hemorrhage; All hospitals: all hospitals in the US; Pacific: Alaska, Washington, Oregon, California, Hawaii; West Region: Pacific region plus Montana, Idaho, Wyoming, Nevada, Utah, Colorado, Arizona, New Mexico

 ISTIASAHICH
ARMC    
Jan Feb '20 vs Mar Apr '200.33330.01110.49290.3491
Mar Apr '19 vs Mar Apr '200.59180.02150.33330.8075
California Hospitals    
Jan Feb '20 vs Mar Apr '200.19410.04170.10970.2440
Mar Apr '19 vs Mar Apr '200.18960.03600.06530.2140
Pacific Region    
Jan Feb '20 vs Mar Apr '200.04620.20220.17290.1986
Mar Apr '19 vs Mar Apr '200.03830.07670.07810.2143
West Regional    
Jan Feb '20 vs Mar Apr '200.19400.05340.17290.1986
Mar Apr '19 vs Mar Apr '200.18530.04140.07810.2143
All Hospitals    
Jan Feb '20 vs Mar Apr '200.22210.11230.31110.2069
Mar Apr '19 vs Mar Apr '200.20400.09500.18940.1673

National, regional, and local stroke volumes in 2019 and 2020

Abbreviations: ARMC: Arrowhead Regional Medical Center; IS: ischemic stroke; TIA: transient ischemic attack <24 hours; SAH: subarachnoid hemorrhage; ICH: intraparenchymal hemorrhage; All hospitals: all hospitals in the US; Pacific: Alaska, Washington, Oregon, California, Hawaii; West Region: Pacific region plus Montana, Idaho, Wyoming, Nevada, Utah, Colorado, Arizona, New Mexico

Comparision of national, regional, and local stroke volumes in pre-COVID, peri-COVID, and COVID periods (p values)

Abbreviations: ARMC: Arrowhead Regional Medical Center; IS: ischemic stroke; TIA: transient ischemic attack <24 hours; SAH: subarachnoid hemorrhage; ICH: intraparenchymal hemorrhage; All hospitals: all hospitals in the US; Pacific: Alaska, Washington, Oregon, California, Hawaii; West Region: Pacific region plus Montana, Idaho, Wyoming, Nevada, Utah, Colorado, Arizona, New Mexico

Discussion

SARS2-CoV-2 is the first virus in modern history to cause a global economic shutdown. In addition to its effect on the economy, SARS2-CoV-2 also caused major disruptions in healthcare as many hospitals were forced to cancel elective surgeries and postpone outpatient and specialty appointments to conserve personal protective equipment (PPE) and reduce exposure risk. Teo et al. has suggested that the recent change in healthcare has had a significant impact on care of stroke patients [2]. A delay in management of stroke patients may be related to the COVID-19 pandemic. Schirmer et al. compared stroke severity and time to presentation between patients who presented with stroke in the pre-COVID and intra-COVID period at twelve institutions, and the corresponding months from one year prior [9]. There was a significant increase in time interval between symptom onset and time to presentation to a stroke center. Patients in the baseline period presented in 442 minutes (mins), while intra-COVID period patients presented in 603 mins. In the present study, the LKWT to ED door significantly increased in March 2020 compared to March 2019 (2561 mins versus 836 mins, p=0.0220); this corresponds to when the State of Emergency was declared and most states issued stay-at-home orders. Another study showed similar results with a significant increase in LKWT to door time during the COVID-19 period, and more importantly a significant reduction in patients who arrived within the 4.5 hour tPA window [2]. Similarly, Kerleroux et al. also found that patients who were treated during the same time period were less likely to receive tPA [3]. While the cause of delay in presentation is unclear, it may be related to reluctance to go to the hospital due to fear of infection [2]. Another possibility is that there is a delay in ambulance response times, but further studies will be necessary to identify the cause of the delays. Mechanical thrombectomy times have also been adversely affected. Kerleroux et al. showed a significant decrease in thrombectomy volumes as well as a significant increase in time between imaging and groin puncture <0.001) [3]. The authors hypothesize that the decrease in number of thrombectomies may be related to the saturation of transport systems, which may prevent patients from being transferred to facilities capable of stroke thrombectomies in a timely manner [3]. Institutional delays during the pandemic, as seen in our study, may result in further delays. We also found a statistically significant increase in time from door to CT when March 2019 and March 2020 were compared (17 mins to 76 mins, p=0.0475). When patients who are suspected of having SARS2-CoV-2 infection undergo a CT study at our hospital, the CT scanner room must undergo strict disinfecting protocols before another patient can be scanned. This may have caused delays in CT scans overall. Interestingly, there was no significant difference in time from door to CT between April 2019 and April 2020 (p=0.8321). This corresponds with the development and distribution of the rapid COVID-19 test during April which may have helped to minimize CT downtime. Furthermore, our times for April 2019 were higher than average, which may account for the decrease being smaller than the decrease from March 2019 to March 2020. Turin et al. have also shown in the past that incidence of stroke in the spring season is higher [10]. Another delay that may be related to the pandemic is the additional time needed for donning and doffing of personal protective gear. However, these explanations are anecdotal and future studies are necessary to elucidate the causes of in-hospital delays. There was no significant difference in LKWT to door time when April of 2020 was compared to April 2019 (p=0.4623). However, we do see a decrease in number of patients diagnosed with stroke during this month, trending down from March in almost all regions (Table 2). Moreover, there was a statistically significant decrease in final diagnosis of TIA at our hospital, all California hospitals, and all West Regional hospitals during the March-April 2020 window (Table 3). Those with minor or transient stroke-like symptoms (i.e. TIAs) may have avoided presenting to the hospital due to fear of infection. With regards to severity of stroke, we found that NIHSS scores were higher in April 2020 (8.16) than April 2019 (4.14), but the difference did not reach statistical significance (p=0.1767). There was also no significant difference in NIHSS score between March 2019 and March 2020 (p=0.8173). This was consistent with Schirmer et al. who reported no change in NIH score from 2019 [9]. Finally, the patient outcomes as measured by mRS were similar between March and April 2019 and March and April of 2020 (p=0.49) (Table 1). The AHA/ASA Stroke Council Leadership has published guidelines for care of stroke patients during the COVID-19 pandemic. While the recommendation is to continue to follow stroke protocols and aim to minimize time to treatment, they suggest that the guidelines should be treated as goals rather than expectations given limited resources and staffing [11]. Other efforts have been made to streamline stroke care during the pandemic. Khosravani et al. published a “Protected Code Stroke” algorithm for managing patients with suspected COVID-19 infection [12]. The authors recommend infectious screening in the field prior to arrival, appropriate use of personal protective equipment, and strategies to minimize exposure during airway management such as early intubation [12]. The Neuroscience in Anesthesiology and Critical Care and Society of Neurointerventional Surgery have recommended rapid COVID-19 testing prior to most neurointerventional procedures. However, given that stroke thrombectomies must be done emergently due to the time-sensitive nature of cerebral ischemia, patients should be assumed to be COVID-19 positive and only essential personnel should be present in the angiography suite [13]. Others have recommended consolidating imaging studies to minimize staff exposure [14].

Conclusions

Stroke care has been disrupted by the COVID-19 pandemic worldwide. We identified a delay in LKWT to door as well as time from door to CT in March 2020 compared to March 2019 at our institution. There was a statistically significant decrease in final diagnosis of TIA at our hospital, all California hospitals, and all West Regional hospitals during the March-April 2020 window, suggesting that some patients with minor stroke symptoms may not be presenting to the hospital in the midst of the pandemic. Strategies to minimize delays in care and maximize functional recovery must continue to evolve as new challenges are met during the COVID-19 pandemic.
  13 in total

1.  Mechanical Thrombectomy for Acute Ischemic Stroke Amid the COVID-19 Outbreak: Decreased Activity, and Increased Care Delays.

Authors:  Basile Kerleroux; Thibaut Fabacher; Nicolas Bricout; Martin Moïse; Benoit Testud; Sivadji Vingadassalom; Héloïse Ifergan; Kévin Janot; Arturo Consoli; Wagih Ben Hassen; Eimad Shotar; Julien Ognard; Guillaume Charbonnier; Vincent L'Allinec; Alexis Guédon; Federico Bolognini; Gaultier Marnat; Géraud Forestier; Aymeric Rouchaud; Raoul Pop; Nicolas Raynaud; François Zhu; Jonathan Cortese; Vanessa Chalumeau; Jérome Berge; Simon Escalard; Grégoire Boulouis
Journal:  Stroke       Date:  2020-05-20       Impact factor: 7.914

2.  Acute Stroke in Times of the COVID-19 Pandemic: A Multicenter Study.

Authors:  Carolin Hoyer; Anne Ebert; Hagen B Huttner; Volker Puetz; Bernd Kallmünzer; Kristian Barlinn; Christian Haverkamp; Andreas Harloff; Jochen Brich; Michael Platten; Kristina Szabo
Journal:  Stroke       Date:  2020-06-09       Impact factor: 7.914

3.  Higher stroke incidence in the spring season regardless of conventional risk factors: Takashima Stroke Registry, Japan, 1988-2001.

Authors:  Tanvir Chowdhury Turin; Yoshikuni Kita; Yoshitaka Murakami; Nahid Rumana; Hideki Sugihara; Yutaka Morita; Nobuyoshi Tomioka; Akira Okayama; Yasuyuki Nakamura; Robert D Abbott; Hirotsugu Ueshima
Journal:  Stroke       Date:  2008-02-07       Impact factor: 7.914

4.  Impact of the COVID-19 Epidemic on Stroke Care and Potential Solutions.

Authors:  Jing Zhao; Hang Li; David Kung; Marc Fisher; Ying Shen; Renyu Liu
Journal:  Stroke       Date:  2020-05-20       Impact factor: 7.914

5.  Impact of COVID-19 outbreak on ischemic stroke admissions and in-hospital mortality in North-West Spain.

Authors:  Herbert Tejada Meza; Álvaro Lambea Gil; Agustín Sancho Saldaña; Maite Martínez-Zabaleta; Patricia de la Riva Juez; Elena López-Cancio Martínez; María Castañón Apilánez; María Herrera Isasi; Juan Marta Enguita; Mercedes de Lera Alfonso; Juan F Arenillas; Jon Segurola Olaizola; Juan José Timiraos Fernández; Joaquín Sánchez; Mar Castellanos-Rodrigo; Alexia Roel; Ignacio Casado Menéndez; Mar Freijo; Alain Luna Rodriguez; Enrique Palacio Portilla; Yésica Jiménez López; Emilio Rodríguez Castro; Susana Arias Rivas; Javier Tejada García; Iria Beltrán Rodríguez; Francisco Julián-Villaverde; Maria Pilar Moreno García; José María Trejo-Gabriel-Galán; Ana Echavarría Iñiguez; Carlos Tejero Juste; Cristina Pérez Lázaro; Javier Marta Moreno
Journal:  Int J Stroke       Date:  2020-06-26       Impact factor: 5.266

6.  Neuroanesthesia Practice During the COVID-19 Pandemic: Recommendations From Society for Neuroscience in Anesthesiology and Critical Care (SNACC).

Authors:  Alana M Flexman; Arnoley S Abcejo; Rafi Avitsian; Veerle De Sloovere; David Highton; Niels Juul; Shu Li; Lingzhong Meng; Chanannait Paisansathan; Girija P Rath; Irene Rozet
Journal:  J Neurosurg Anesthesiol       Date:  2020-07       Impact factor: 3.956

7.  Delays in Stroke Onset to Hospital Arrival Time During COVID-19.

Authors:  Kay-Cheong Teo; William C Y Leung; Yuen-Kwun Wong; Roxanna K C Liu; Anna H Y Chan; Olivia M Y Choi; Wing-Man Kwok; Kung-Ki Leung; Man-Yu Tse; Raymond T F Cheung; Anderson Chun-On Tsang; Kui Kai Lau
Journal:  Stroke       Date:  2020-05-20       Impact factor: 7.914

8.  SARS-CoV-2 and Stroke in a New York Healthcare System.

Authors:  Shadi Yaghi; Koto Ishida; Jose Torres; Brian Mac Grory; Eytan Raz; Kelley Humbert; Nils Henninger; Tushar Trivedi; Kaitlyn Lillemoe; Shazia Alam; Matthew Sanger; Sun Kim; Erica Scher; Seena Dehkharghani; Michael Wachs; Omar Tanweer; Frank Volpicelli; Brian Bosworth; Aaron Lord; Jennifer Frontera
Journal:  Stroke       Date:  2020-05-20       Impact factor: 7.914

9.  Acute Stroke Care in the Coronavirus Disease 2019 Pandemic.

Authors:  Rima M Dafer; Nicholas D Osteraas; Jose Biller
Journal:  J Stroke Cerebrovasc Dis       Date:  2020-04-17       Impact factor: 2.136

10.  Delayed presentation of acute ischemic strokes during the COVID-19 crisis.

Authors:  Clemens M Schirmer; Andrew J Ringer; Adam S Arthur; Mandy J Binning; W Christopher Fox; Robert F James; Michael R Levitt; Rabih G Tawk; Erol Veznedaroglu; Melanie Walker; Alejandro M Spiotta
Journal:  J Neurointerv Surg       Date:  2020-05-28       Impact factor: 5.836

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  5 in total

1.  Family Functioning and Optimism as Protective Factors of Life Satisfaction Among Stroke Patients During the COVID-19 Epidemic in Shenyang, China.

Authors:  Yuequn Song; Can Cui; Yajing Jia; Weiyu Zhang; Lifang Meng; Kristin K Sznajder; Yuanyuan Xu; Xiaoshi Yang
Journal:  Front Public Health       Date:  2022-04-26

2.  Racial Disparity Amongst Stroke Patients During the Coronavirus Disease 2019 Pandemic.

Authors:  Hammad Ghanchi; Tye Patchana; James Wiginton; Jonathan D Browne; Ai Ohno; Ronit Farahmandian; Jason Duong; Vladimir Cortez; Dan E Miulli
Journal:  Cureus       Date:  2020-09-10

3.  Geographic disparities and predictors of COVID-19 hospitalization risks in the St. Louis Area, Missouri (USA).

Authors:  Morganne Igoe; Praachi Das; Suzanne Lenhart; Alun L Lloyd; Lan Luong; Dajun Tian; Cristina Lanzas; Agricola Odoi
Journal:  BMC Public Health       Date:  2022-02-15       Impact factor: 4.135

4.  Stroke Patients' Characteristics and Clinical Outcomes: A Pre-Post COVID-19 Comparison Study.

Authors:  Hong Chuan Loh; Kar Keong Neoh; Angelina Siing Ngi Tang; Chen Joo Chin; Purnima Devi Suppiah; Irene Looi; Khang Wen Goh; Ching Siang Tan; Long Chiau Ming
Journal:  Medicina (Kaunas)       Date:  2021-05-19       Impact factor: 2.430

5.  Demonstrating the vital role of physiatry throughout the health care continuum: Lessons learned from the impacts of the COVID-19 pandemic on graduate medical education.

Authors:  Michelle S Gittler; Rita G Hamilton
Journal:  PM R       Date:  2021-06       Impact factor: 2.298

  5 in total

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