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2006.03685
Cited By
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining
Clinical Natural Language Processing Workshop (ClinicalNLP), 2020
26 May 2020
Zachariah Zhang
Jingshu Liu
N. Razavian
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Papers citing
"BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining"
33 / 33 papers shown
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Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
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Contrastive Learning on Multimodal Analysis of Electronic Health Records
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240
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Automated Clinical Coding for Outpatient Departments
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293
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Multimodal Recommender Systems in the Prediction of Disease Comorbidity
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Transformers in Healthcare: A Survey
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A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
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Carl Yang
Mengdi Huai
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369
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07 Jun 2023
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding
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Xiaojie Yuan
155
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Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study
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Alexander Junge
Jakob Drachmann Havtorn
Lasse Borgholt
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Tuukka Ruotsalo
Lars Maaløe
199
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21 Apr 2023
A Comparative Study of Pretrained Language Models for Long Clinical Text
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R. M. Wehbe
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254
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Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models
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187
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12 Dec 2022
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt
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278
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BERT for Long Documents: A Case Study of Automated ICD Coding
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Shabir Adeel
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232
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Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
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292
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Entity Anchored ICD Coding
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180
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GrabQC: Graph based Query Contextualization for automated ICD coding
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PLM-ICD: Automatic ICD Coding with Pretrained Language Models
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180
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12 Jul 2022
Large Language Models are Few-Shot Clinical Information Extractors
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581
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Semi-self-supervised Automated ICD Coding
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S. Ellertsson
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146
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A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases
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Atri Sharma
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Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding
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227
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186
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Sicen Liu
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391
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A Unified Review of Deep Learning for Automated Medical Coding
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Wei Sun
Xiaobo Li
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Ara Taalas
Yijia Zhang
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Esa Pitkänen
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500
41
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A Systematic Literature Review of Automated ICD Coding and Classification Systems using Discharge Summaries
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148
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Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines
Machine Learning in Health Care (MLHC), 2021
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Varun Ganapathi
162
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Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review
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Jessica Pan
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Neha Verma
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David Chang
R. Taylor
H. Krumholz
Dragomir R. Radev
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234
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Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
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Jens-Michalis Papaioannou
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Felix Alexander Gers
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131
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08 Feb 2021
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