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Record W4402926936 · doi:10.1002/ccd.31243

HydroDynamic contrast Recanalization (HDR): Description of a new crossing technique for coronary chronic total occlusions

2024· article· en· W4402926936 on OpenAlexaff
Mauro Carlino, Angelo Nascimbene, Emmanouil S. Brilakis, Akshitha Yarrabothula, Antonio Colombo, Sunao Nakamura, Lorenzo Azzalini, Bashir Hanif, M. Bilal Iqbal, Salman Arain

Bibliographic record

VenueCatheterization and Cardiovascular Interventions · 2024
Typearticle
Languageen
FieldMedicine
TopicCoronary Interventions and Diagnostics
Canadian institutionsVictoria Heart Institute Foundation
Fundersnot available
KeywordsMedicineConventional PCIPercutaneous coronary interventionRadiologyContrast (vision)CardiologyMyocardial infarctionArtificial intelligenceComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: Intraplaque delivery of contrast has been utilized during percutaneous coronary interventions (PCI) of chronic total occlusions (CTO) to delineate anatomy and to facilitate wire crossing. Its utility as a tool to accomplish primary crossing of CTOs has not been described or validated. AIMS: We describe a new technique leveraging the diagnostic and therapeutic roles of intraplaque contrast injection to accomplish primary crossing of CTOs: HydroDynamic contrast Recanalization (HDR). METHODS: HDR is an antegrade crossing method for coronary CTOs based on the synergistic use of contrast microinjections and polymer jacketed wires. We present a retrospective, first-in-man, case series utilizing HDR for CTO PCI in patients with favorable CTO anatomy (visible proximal segment and identifiable distal target). The primary outcome was procedural success. The secondary outcome was any procedural complications. RESULTS: A total of 43 patients with 45 CTOs underwent CTO PCI with HDR. Mean patient age was 64.3 ± 11 years. The mean Japanese CTO and PROGRESS CTO scores were 2.3 ± 0.7 and 1.8 ± 0.7, respectively. CTO complexity was high, with an ambiguous or blunt cap in 34 occlusions (76%); lesion length ≥ 20 mm in 27 occlusions (60%); and moderate/heavy calcification in 36 occlusions (80%). Procedural success using HDR was 100%. There were no complications. CONCLUSIONS: This study shows the utility of HDR in CTO PCI. HDR appears to be a safe and promising new contrast-based primary crossing technique in selected patients. This strategy warrants further evaluation in larger prospective studies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.855
Threshold uncertainty score0.598

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
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 head0.030
GPT teacher head0.299
Teacher spread0.269 · 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 designOther design
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".

Quick stats

Citations12
Published2024
Admission routes1
Has abstractyes

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