Myocardial infarction detection

Benchmarks archive 2025-07-28

2 leaderboard tables shown for this task, 2 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

5 shown of 5 papers with code (15 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• ECG Heartbeat Classification: A Deep Transferable Representation
  19 Apr 2018 13 repositories listed Syntology ran 0 of 2 samples · 2 unverified
  Electrocardiogram (ECG) can be reliably used as a measure to monitor the functionality of the cardiovascular system.
• Interpretable ECG Analysis for Myocardial Infarction Detection through Counterfactuals
  21 Nov 2023 1 repository listed
  Our findings suggest that this approach could support future efforts in using ECGs to predict patient outcomes for cardiac conditions, achieving interpretation validity scores of 23.
• Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography
  12 Mar 2023 1 repository listed
  The proposed approach demonstrated excellent performance in detecting MI.
• Early Myocardial Infarction Detection over Multi-view Echocardiography
  9 Nov 2021 1 repository listed
  Following the blockage of a coronary artery, the regional wall motion abnormality (RWMA) of the ischemic myocardial segments is the earliest change to set in.
• Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms
  16 Dec 2019 1 repository listed
  Myocardial infarction is the leading cause of death worldwide.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.