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2107.02975
Cited By
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review
7 July 2021
Irene Li
Jessica Pan
Jeremy Goldwasser
Neha Verma
Wai Pan Wong
Muhammed Yavuz Nuzumlali
Benjamin Rosand
Yixin Li
Matthew Zhang
David Chang
R. Taylor
H. Krumholz
Dragomir R. Radev
BDL
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Papers citing
"Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review"
28 / 28 papers shown
Title
The Evolving Landscape of Generative Large Language Models and Traditional Natural Language Processing in Medicine
Rui Yang
Haoyang Li
Matthew Yu Heng Wong
Y. Ke
Xin Li
...
Irene Li
Douglas Teodoro
Chuan Hong
Daniel Ting
Nan Liu
LM&MA
MedIm
43
0
0
15 May 2025
A Federated Random Forest Solution for Secure Distributed Machine Learning
Alexandre Cotorobai
Jorge Miguel Silva
Jose Luis Oliveira
OOD
FedML
42
0
0
12 May 2025
An evaluation of DeepSeek Models in Biomedical Natural Language Processing
Zaifu Zhan
Shuang Zhou
Huixue Zhou
Jiawen Deng
Yu Hou
Jeremy Yeung
Rui Zhang
ELM
61
0
0
01 Mar 2025
Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools
Florian Freund
Philippe Tamla
Matthias Hemmje
61
1
0
27 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine
Wasif Khan
Seowung Leem
Kyle B. See
Joshua K. Wong
Shaoting Zhang
R. Fang
AI4CE
LM&MA
VLM
107
20
0
17 Jan 2025
Trust and Dependability in Blockchain & AI Based MedIoT Applications: Research Challenges and Future Directions
Ellis Solaiman
Christa Awad
43
0
0
07 Jan 2025
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data
Mohammad Loni
Fatemeh Poursalim
Mehdi Asadi
Arash Gharehbaghi
SyDa
91
0
0
19 Nov 2024
A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language
Nikita Kartashov
Nikolaos N. Vlassis
DiffM
AI4CE
39
1
0
22 Sep 2024
Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition
Abdul Rehman
Jiangning Zhang
Xiaosong Yang
61
0
0
05 Sep 2024
Artificial Intelligence in Extracting Diagnostic Data from Dental Records
Yao-Shun Chuang
Chun-Teh Lee
O. Tokede
Guo-Hao Lin
Ryan Brandon
Trung Duong Tran
Xiaoqian Jiang
Muhammad Walji
35
0
0
23 Jul 2024
KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques
Rui Yang
Haoran Liu
Edison Marrese-Taylor
Qingcheng Zeng
Yu He Ke
...
Lechao Cheng
Qingyu Chen
James Caverlee
Yutaka Matsuo
Irene Li
LM&MA
AI4MH
54
33
0
09 Mar 2024
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation
Rui Yang
Qingcheng Zeng
Keen You
Yujie Qiao
Lucas Huang
...
Dragomir R. Radev
Zhiyong Lu
Hua Xu
Qingyu Chen
Irene Li
ELM
LM&MA
41
3
0
28 Nov 2023
Linking Surface Facts to Large-Scale Knowledge Graphs
Gorjan Radevski
Kiril Gashteovski
Chia-Chien Hung
Carolin (Haas) Lawrence
Goran Glavaš
HILM
37
3
0
23 Oct 2023
Integrating UMLS Knowledge into Large Language Models for Medical Question Answering
Rui Yang
Edison Marrese-Taylor
Yuhe Ke
Lechao Cheng
Qingyu Chen
Irene Li
ELM
AI4MH
LM&MA
35
15
0
04 Oct 2023
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes
Sharon Jiang
Zejiang Shen
Monica Agrawal
Barbara D. Lam
N. Kurtzman
Steven Horng
David R Karger
David Sontag
46
5
0
09 Aug 2023
Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records
Shivani Shekhar
Simran Tiwari
T. Rensink
R. Eskander
Wael Salloum
31
4
0
07 Aug 2023
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition
Aidan Mannion
Thierry Chevalier
D. Schwab
Lorraine Goeuriot
MedIm
51
3
0
20 Jul 2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models
Hao Li
Yuping Wu
Viktor Schlegel
Riza Batista-Navarro
Thanh-Tung Nguyen
Abhinav Ramesh Kashyap
Xiaojun Zeng
Daniel Beck
Stefan Winkler
Goran Nenadic
LM&MA
55
8
0
05 Jun 2023
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa
M. Asiedu
Awa Dieng
Abigail Oppong
Margaret Nagawa
Sanmi Koyejo
Katherine A. Heller
71
7
0
05 Apr 2023
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data
Jon Harris
Mohammed J Zaki
AI4TS
37
2
0
11 Jul 2022
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts
Irene Li
Keen You
Yujie Qiao
Lucas Huang
Chia-Chun Hsieh
Benjamin Rosand
Xiangru Tang
Dragomir R. Radev
58
4
0
13 Apr 2022
A Unified Review of Deep Learning for Automated Medical Coding
Shaoxiong Ji
Wei Sun
Xiaobo Li
Hang Dong
Ara Taalas
Yijia Zhang
Honghan Wu
Esa Pitkänen
Pekka Marttinen
AI4TS
MedIm
64
28
0
08 Jan 2022
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning
Shaoxiong Ji
Pekka Marttinen
37
5
0
07 Sep 2021
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation
Yasuhide Miura
Yuhao Zhang
Emily Bao Tsai
C. Langlotz
Dan Jurafsky
MedIm
162
157
0
20 Oct 2020
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
Michihiro Yasunaga
Jungo Kasai
Rui Zhang
Alexander R. Fabbri
Irene Li
Dan Friedman
Dragomir R. Radev
73
207
0
04 Sep 2019
Natural Language Processing for EHR-Based Computational Phenotyping
Zexian Zeng
Yu Deng
Xiaoyu Li
Tristan Naumann
Yuan Luo
45
147
0
13 Jun 2018
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
Edward Choi
Siddharth Biswal
B. Malin
J. Duke
Walter F. Stewart
Jimeng Sun
SyDa
GAN
180
572
0
19 Mar 2017
Convolutional Neural Networks for Sentence Classification
Yoon Kim
AILaw
VLM
317
13,383
0
25 Aug 2014
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