Code status annotations for 1174 MIMIC-III discharge summaries

Code and data annotations for the N2C2 SDOH challenge and follow up article in the Journal of Clinical Epidemiology about downstream impact of NLP in association study results.

NTCPPPMeasures

Code for our methodological article on the performance of binary prediction models in high-correlation low-dimensional settings.

Calculation of calibration slope, calibration intercept, and calibration in the large for binary prediction models in Python.

<<Code and data>> Temporal Information Extraction by Predicting Relative Time-lines (EMNLP, 2018).

<< Code, data, annotation tool plus guidelines >> Towards Extracting Absolute Event Timelines From English Clinical Reports (TASL, 2020).

Code for the COLING 2018 paper "Word-Level Loss Extensions for Neural Temporal Relation Classification"

<<Code>> KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records (SemEval, 2017).

<<System output: English and German synonyms>> A Minimally Supervised Approach for Synonym Extraction with Word Embeddings (PBML, 2016)

<<Code>> Exploring Pattern Structures of Syntactic Trees for Relation Extraction (ICFCA, 2015).

<<Code>> Structured Learning for Temporal Relation Extraction from Clinical Records (EACL, 2017).