Datasets › i2b2 De-identification Dataset
i2b2 De-identification Dataset (Informatics for Integrating Biology and the Bedside (i2b2) Project — De-identification Dataset)
This dataset contains 1304 de-identified longitudinal medical records describing 296 patients.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Named Entity Recognition (NER) | i2b2 De-identification Dataset | BiLSTM with ELMo F1 0.97 | MASK: A flexible framework to facilitate... | icescentral/MASK_public | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| MASK: A flexible framework to facilitate de-identification of clinical texts | 1 | 1 | 24 May 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- i2b2 De-identification Dataset
1 variant name, as the archive lists them.
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