# A Multicenter, Scan-Rescan, Human and Machine Learning CMR Study to Test Generalizability and Precision in Imaging Biomarker Analysis

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-multicenter-scan-rescan-human-and-machine-learning-cmr-study-to-test/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Anish Bhuva,Wenjia Bai,Clement Lau,Rhodri Davies,Yang Ye,Heerajnarain Bulluck,Elisa McAlindon,Verónica Culotta,Peter Swoboda,Gabriella Captur,Thomas A. Treibel,João B. Augusto,Kristopher Knott,Andreas Seraphim,Graham D. Cole,Steffen E. Petersen,Nicola C. Edwards,John P. Greenwood,Chiara Bucciarelli‐Ducci,Alun D. Hughes,Daniel Rueckert,James Moon,Charlotte Manisty |
| Citations | 120 |
| DOI | 10.1161/circimaging.119.009214 |
| Fields | Medicine |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://www.ahajournals.org/doi/pdf/10.1161/CIRCIMAGING.119.009214 |
| OpenAlex ID | https://openalex.org/W2974963822 |
| PMID | 31547689 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Nicola C. Edwards](https://scholariq.org/researchers/nicola-c-edwards/)

## Paper primary topic

- [Cardiac Imaging and Diagnostics](https://scholariq.org/topics/cardiac-imaging-and-diagnostics/)

## Paper topics

- [Cardiac Imaging and Diagnostics](https://scholariq.org/topics/cardiac-imaging-and-diagnostics/)
- [Cardiovascular Function and Risk Factors](https://scholariq.org/topics/cardiovascular-function-and-risk-factors/)
- [Cardiovascular Effects of Exercise](https://scholariq.org/topics/cardiovascular-effects-of-exercise/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.