Ontology-driven weak supervision for clinical entity classification in electronic health records

5 August 2020

Papers citing "Ontology-driven weak supervision for clinical entity classification in electronic health records"

7 / 7 papers shown

Title
Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome Measures Anna-Grace Linton Vania Dimitrova A. Downing Richard Wagland A. Glaser 27 2 0 11 Aug 2023
An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 65 1 0 02 Jun 2023
Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes Surabhi Datta Tasneem Kaochar Hio-Cheng Lam Nelly Nwosu Luca Giancardo A. Chuang R. Feldman Kirk Roberts 22 25 0 19 May 2023
Language Models in the Loop: Incorporating Prompting into Weak Supervision Ryan Smith Jason Alan Fries Braden Hancock Stephen H. Bach 50 53 0 04 May 2022
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision Anastasiia Sedova Benjamin Roth 23 0 0 14 Apr 2022
Creating Training Sets via Weak Indirect Supervision Jieyu Zhang Bohan Wang Xiangchen Song Yujing Wang Yaming Yang Jing Bai Alexander Ratner OffRL 51 17 0 07 Oct 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 22 110 0 23 Sep 2021