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Record W7057094944

Influence of the thrombectomy parameters on the efficacy in the acute stroke with large vessel occlusion treatment

2021· dissertation· en· W7057094944 on OpenAlexaboutno aff

Bibliographic record

VenueNational Repository of Dissertations in Serbia · 2021
Typedissertation
Languageen
FieldEngineering
TopicParticle accelerators and beam dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsThrombolysisAcute strokeStroke (engine)OcclusionTriageIschemiaRandomized controlled trialCause of death
DOInot available

Abstract

fetched live from OpenAlex

Acute ischemic stroke (AIS) is an acute impairment of brain function caused by a central nervous system focal injury of a vascular origin. The cause is a sudden blockage of blood flow to the brain neural tissue caused by arterial occlusion. AIS is the second most common primary cause of death in Europe, accounting for 9% of deaths in men and 12% of deaths in women annually. Moreover, mortality within the first month after the incident is around 30%. Half of the survivors lose their independence in everyday life, as it is the leading cause of long-term disability. From a socio-economic point of view, AIS represents a major public health burden worldwide, mainly due to the high hospitality rate of severely disabled patients and consequently high costs of rehabilitation and medical care. The main goals of AIS treatment are the recanalization of occluded blood vessels and potential reperfusion of remained viable brain tissue. Until 2015, the only proven reperfusion technique was the application of recombinant tissue plasminogen activator (IV tPA) administered less than 4.5 hours from symptom onset. However, several randomized controlled trials (RCTs) promoted an endovascular treatment approach and proved that mechanical thrombectomy (MT) is safe and effective for the treatment of anterior circulation large vessel occlusion (ACLVO), in comparison with traditional AIS treatment. Although MT is currently an accepted standard of care, there are still a lot of pending questions to be clarified. For instance, issues about widening MT indications, best technique, practical organization, minimal required imaging, type of anesthesia, patient triage and transport, the best management of tandem occlusion (TO), and the influence of the clot composition on retrieval efficacy need to be additionally clarified in future. Another major issue is the applicability of RCTs results achieved in the well-organized centers and in highly-controlled settings, compared to a real-world situation, especially in developing country medical systems which are dealing with lack of trained personnel, shortage of appropriate financial and material support, lower basic health level of the population, etc. Therefore, this dissertation aimed to evaluate the influence of different thrombectomy parameters on the treatment of AIS in Belgrade and Toulouse cohort study populations.\nMaterial and methods: This double center observational cohort study with the pragmatic care trial context for AIS patients treated with MT included data from 284 patients at Toulouse University prospective stroke registry and data from 82 patients at The Clinical Center of Serbia prospective stroke registry. Clinical and radiological data collection of treated cases were from January 2015 to January 2017 at Toulouse University center, and from January 2018 to January 2020 at The Clinical Center of Serbia. Moreover, additional collected data related to the anesthesia management during MT procedure in the Toulouse mono-center cohort were for the period from January 2014 until July 2016. The eligible cases were selected using the following inclusion criteria: (1) verified ACLVO by computed tomography (CT) angiography or magnetic resonance (MR) angiography; (2) MT initiated within the 6 hours from symptoms onset regardless of the use of intravenous recombinant tissue plasminogen activator (IV tPA). On the other hand, the exclusion criteria were as follows: (1) presence of intracranial hemorrhage (on MR or CT); (2) absence of the ACLVO; (3) small artery occlusion (distal from M2 division of the middle cerebral artery) or in the territory of posterior circulation (vertebrobasilar distribution); (4) MT initiated after 6 hours from symptom onset; (5) age below 18 years. From prospective stroke databases of both centers, several parameters were collected: clinical data (age, gender, pre-treatment National Institutes of Health Stroke Scale (NIHSS) score, side of occlusion, level of occlusion, use of IV tPA, and type of anesthesia), time metrics (time of stroke onset, time of arrival at the stroke center, time of imaging, time of arrival in the angio-suite, time of arterial puncture (AP) and time of recanalization/last image), imaging data (on MR or CT),the Alberta Stroke Program Early CT Score (ASPECTS) was calculated on\ndiffusion-weighted imaging (DWI) or CT to assess the extent of the ischemic core, endovascular treatment data and angiographic outcome on modified thrombolysis in cerebral infarction (mTICI) score, and safety and clinical outcomes (complications and intracranial hemorrhage, stroke severity measured on the NIHSS at 24h, the degree of disability assessed on modified...

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How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.858
Threshold uncertainty score0.429

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.266
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2021
Admission routes1
Has abstractyes

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