v1v2 (latest)

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"

27 / 27 papers shown

Title
An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 118 1 0 02 Jun 2023
COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model Jingqi Wang Noor Abu-el-rub Josh Gray Huy Anh Pham Yujia Zhou ... Mei Liu Xing Song Hua Xu Masoud Rouhizadeh Yaoyun Zhang 40 51 0 13 Jul 2020
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 98 811 0 22 Apr 2020
Augmented Curation of Unstructured Clinical Notes from a Massive EHR System Reveals Specific Phenotypic Signature of Impending COVID-19 Diagnosis F. Shweta K. Murugadoss S. Awasthi A. Venkatakrishnan Arjun Puranik ... G. Gores A. Williams J. Halamka V. Soundararajan A. Badley 28 26 0 17 Apr 2020
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes R. Draelos D. Dov Maciej A. Mazurowski J. Lo Ricardo Henao Geoffrey D. Rubin Lawrence Carin 74 71 0 12 Feb 2020
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 146 29 0 21 Oct 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 165 1,983 0 06 Apr 2019
Medical device surveillance with electronic health records A. Callahan Jason Alan Fries Christopher Ré J. Huddleston N. Giori Scott L. Delp N. Shah 37 54 0 03 Apr 2019
Cross-Modal Data Programming Enables Rapid Medical Machine Learning Jared A. Dunnmon Alexander Ratner Nishith Khandwala Khaled Kamal Saab Matthew Markert ... R. Goldman Christopher Lee-Messer M. Lungren D. Rubin Christopher Ré MedIm 68 73 0 26 Mar 2019
Learning Dependency Structures for Weak Supervision Models P. Varma Frederic Sala A. He Alexander Ratner Christopher Ré NoLa 84 67 0 14 Mar 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 50 291 0 22 Feb 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 117 1,962 0 31 Jan 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 178 5,672 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Training Complex Models with Multi-Task Weak Supervision Alexander Ratner Braden Hancock Jared A. Dunnmon Frederic Sala Shreyash Pandey Christopher Ré 53 213 0 05 Oct 2018
Learning Named Entity Tagger using Domain-Specific Dictionary Jingbo Shang Liyuan Liu Xiang Ren Xiaotao Gu Teng Ren Jiawei Han NoLa 64 211 0 10 Sep 2018
NegBio: a high-performance tool for negation and uncertainty detection in radiology reports Yifan Peng Xiaosong Wang Le Lu M. Bagheri Ronald M. Summers Zhiyong Lu MedIm UQCV 47 199 0 16 Dec 2017
Learning From Noisy Singly-labeled Data A. Khetan Zachary Chase Lipton Anima Anandkumar NoLa 60 162 0 13 Dec 2017
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 81 1,030 0 28 Nov 2017
$Detecting hip fractures with radiologist-level performance using deep neural networks$ Detecting hip fractures with radiologist-level performance using deep neural networks William Gale Luke Oakden-Rayner G. Carneiro A. Bradley L. Palmer UQCV MedIm 53 100 0 17 Nov 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,240 0 25 Jul 2017
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu M. Bagheri Ronald M. Summers LM&MA 172 2,540 0 05 May 2017
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data Jason Alan Fries Sen Wu Alex Ratner Christopher Ré MedIm 78 95 0 20 Apr 2017
Learning the Structure of Generative Models without Labeled Data Stephen H. Bach Bryan D. He Alexander Ratner Christopher Ré 65 166 0 02 Mar 2017
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim M. Bagheri Isabella Nogues Jianhua Yao Ronald M. Summers 58 40 0 23 Jan 2017
Brundlefly at SemEval-2016 Task 12: Recurrent Neural Networks vs. Joint Inference for Clinical Temporal Information Extraction Jason Alan Fries 39 42 0 04 Jun 2016
Data Programming: Creating Large Training Sets, Quickly Alexander Ratner Christopher De Sa Sen Wu Daniel Selsam Christopher Ré 197 718 0 25 May 2016