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

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

5 August 2020

Jason Alan Fries

Scott L. Fleming

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

16 / 16 papers shown

Title
Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing Enshuo Hsu Kirk Roberts ALM AI4MH 32 4 0 10 Jun 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 50 1 0 22 Jan 2024
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
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 36 12 0 07 Jun 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
A Benchmark Generative Probabilistic Model for Weak Supervised Learning Georgios Th. Papadopoulos Fran Silavong Sean J. Moran SyDa 21 0 0 31 Mar 2023
Binary Classification with Positive Labeling Sources Jieyu Zhang Yujing Wang Yaming Yang Yang Luo Alexander Ratner 26 4 0 02 Aug 2022
What's in the laundromat? Mapping and characterising offshore owned domestic property in London J. Bourne Andrea Ingianni Rex Mckenzie 9 1 0 22 Jul 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 97 46 0 30 Jun 2022
Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes Hang Dong Víctor Suárez-Paniagua Huayu Zhang Minhong Wang Arlene Casey E. Davidson Jiaoyan Chen Beatrice Alex W. Whiteley Honghan Wu 14 18 0 11 May 2022
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
Learning from Multiple Noisy Partial Labelers Peilin Yu Tiffany Ding Stephen H. Bach NoLa 18 22 0 08 Jun 2021