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  • Neuroradiology DICOM Based Teaching File System. Neuro EdServer
  • Developed UofT Radiology Program Website - Radlink.ca
  • Toronto Neuroradiology Fellowship Website
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  • Activities and Interests
  • This is where it all used to happen during residency in Toronto
  • This is where things happen now in Calgary

WELCOME TO MY PERSONAL SITE.

I have highlighted some of my previous experiences and exposures on this site. 
Am always interested in hearing new ideas and collaborating on projects!

Everyday Radiology Training

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  • Calgary Stroke Program NA1 Team
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  • Neurovascular Simulation
  • Comrades in Residency
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  • MD Graduation
  • The Why
  • Everyday Residency
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Travels and Adventures

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The World of Radiology

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  • Where the Term "Rounds" was coined

Latest Tweets:

Twitter response: "Invalid or expired token."

Latest Research Publications

Ultrafiltration During Cardiac Surgery Requiring Cardiopulmonary Bypass and Its Effect on Acute Kidney Injury

CONCLUSIONS: This study suggests that conventional UF is a potential risk factor for AKI incidence following surgery with CPB. The results demonstrate an association between higher weight-adjusted ultrafiltration volume and a higher incidence of AKI. Future studies should incorporate a multicenter, prospective approach to test the generalizability of the present findings and validate modified ultrafiltration strategies that use hemodynamic variables to determine fluid removal volume.

Nov.2024


Effects of reperfusion grade and reperfusion strategy on the clinical outcome: Insights from ESCAPE-NA1 trial

CONCLUSION: Better reperfusion degrees significantly improved clinical outcomes and reduced mortality, independent of the number of passes and whether eTICI 2c3 was achieved suddenly or gradually.

Oct.2024


Association between CT Perfusion Parameters and Hemorrhagic Transformation after Endovascular Treatment in Acute Ischemic Stroke: Results from the ESCAPE-NA1 Trial

CONCLUSIONS: Larger "core" volumes of relative CBF 30% were associated with an increased risk of PH following endovascular treatment. This particular metric, in conjunction with other clinical and imaging variables, may, therefore, help estimate the risk of post-endovascular treatment hemorrhagic complications.

May.2024


Prevalence of "Ghost Infarct Core" after Endovascular Thrombectomy

CONCLUSIONS: CTP ghost core occurred in ∼1 of 10 patients, indicating that CTP frequently overestimates the infarct core size at baseline, particularly in young patients with complete recanalization and short ischemia duration.

Jan.2024


Mediation of Age and Thrombectomy Outcome by Neuroimaging Markers of Frailty in Patients With Stroke

CONCLUSIONS AND RELEVANCE: In this cohort study, a secondary analysis of the ESCAPE-NA1 trial, most of the association between age and 90-day outcome was mediated by neuroimaging frailty, underscoring the importance of features like brain atrophy and small vessel disease, as opposed to chronological age alone, in predicting poststroke outcomes. Future trials could include such frailty features to stratify randomization or improve adjustment in outcome analyses.

Jan.2024


CT Perfusion Does Not Modify the Effect of Reperfusion in Patients with Acute Ischemic Stroke Undergoing Endovascular Treatment in the ESCAPE-NA1 Trial

CONCLUSIONS: CTP did not modify the effect of near-complete reperfusion on clinical outcomes. Thus, CTP cannot explain why some patients with near-complete reperfusion have poor clinical outcomes.

Aug.2023


Endovascular therapy in acute ischemic stroke with poor reperfusion is associated with worse outcomes compared with best medical management: a HERMES substudy

CONCLUSION: Poor reperfusion after EVT was associated with worse outcomes than best medical management, although no difference in symptomatic intracranial hemorrhage was seen. These results emphasize the need for additional efforts to further improve technical EVT success rates.

Aug.2023


Effect of incomplete reperfusion patterns on clinical outcome: insights from the ESCAPE-NA1 trial

CONCLUSION: IR was associated with worse clinical outcomes than near-complete/complete reperfusion. Two-thirds of our patients with IR had non-MT-accessible occlusion patterns which were associated with better clinical and imaging outcomes compared with those with MT-accessible occlusion patterns.

Jul.2023


Timing of invasive mechanical ventilation and death in critically ill adults with COVID-19: A multicenter cohort study

CONCLUSIONS: In critically ill adults with respiratory failure from COVID-19, early compared to late initiation of IMV is associated with reduced mortality.

Jun.2023


Infarcts in a New Territory: Insights From the ESCAPE-NA1 Trial

CONCLUSIONS: Infarcts in a new territory are common in individuals undergoing endovascular thrombectomy for acute ischemic stroke and are associated with poorer outcomes. Optimal therapeutic approaches, including technical strategies, to reduce INT represent a new target for incremental quality improvement of endovascular thrombectomy.

Apr.2023


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