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SECNLP: A Survey of Embeddings in Clinical Natural Language Processing
v1v2v3v4 (latest)

SECNLP: A Survey of Embeddings in Clinical Natural Language Processing

Journal of Biomedical Informatics (JBI), 2019
4 March 2019
Katikapalli Subramanyam Kalyan
S. Sangeetha
ArXiv (abs)PDFHTML

Papers citing "SECNLP: A Survey of Embeddings in Clinical Natural Language Processing"

21 / 21 papers shown
Trustworthy AI: Securing Sensitive Data in Large Language Models
Trustworthy AI: Securing Sensitive Data in Large Language ModelsApplied Informatics (AI), 2024
G. Feretzakis
V. Verykios
276
47
0
26 Sep 2024
Generalizable and Scalable Multistage Biomedical Concept Normalization
  Leveraging Large Language Models
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models
Nicholas J. Dobbins
266
10
0
24 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards
  Biomedical Healthcare
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare
Xingyu Li
Lu Peng
Yuping Wang
Weihua Zhang
AI4CEMedImLM&MA
380
45
0
10 May 2024
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing
TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing
Amir Arjomand
Amin Boudesh
Farnoush Bayatmakou
Kenneth B. Kent
Arash Mohammadi
459
6
0
15 Apr 2024
A Survey on Medical Document Summarization
A Survey on Medical Document Summarization
Raghav Jain
Anubhav Jangra
S. Saha
Adam Jatowt
3DGSMedIm
258
25
0
03 Dec 2022
Toward a Neural Semantic Parsing System for EHR Question Answering
Toward a Neural Semantic Parsing System for EHR Question AnsweringAmerican Medical Informatics Association Annual Symposium (AMIA), 2022
Sarvesh Soni
Kirk Roberts
184
3
0
08 Nov 2022
Leveraging knowledge graphs to update scientific word embeddings using
  latent semantic imputation
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation
J. Hoelscher-Obermaier
Edward Stevinson
V. Stauber
Ivaylo Zhelev
Victor Botev
R. Wu
J. Minton
277
1
0
27 Oct 2022
On the Effectiveness of Compact Biomedical Transformers
On the Effectiveness of Compact Biomedical Transformers
Omid Rohanian
Mohammadmahdi Nouriborji
Samaneh Kouchaki
David Clifton
MedIm
279
43
0
07 Sep 2022
DeepProphet2 -- A Deep Learning Gene Recommendation Engine
DeepProphet2 -- A Deep Learning Gene Recommendation Engine
Daniel Brambilla
Davide Giacomini
Luca Muscarnera
Andrea Mazzoleni
365
2
0
03 Aug 2022
A reproducible experimental survey on biomedical sentence similarity: a
  string-based method sets the state of the art
A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the artPLoS ONE (PLoS ONE), 2022
Alicia Lara-Clares
Juan J. Lastra-Díaz
A. García-Serrano
234
0
0
18 May 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey
Pre-trained Language Models in Biomedical Domain: A Systematic SurveyACM Computing Surveys (CSUR), 2021
Benyou Wang
Qianqian Xie
Jiahuan Pei
Zhihong Chen
Prayag Tiwari
Zhao Li
Jie Fu
LM&MAAI4CE
536
224
0
11 Oct 2021
Explainable Health Risk Predictor with Transformer-based Medicare Claim
  Encoder
Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder
Chuhong Lahlou
Ancil Crayton
C. Trier
E. Willett
MedIm
185
8
0
19 May 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language
  Models
AMMU : A Survey of Transformer-based Biomedical Pretrained Language ModelsJournal of Biomedical Informatics (JBI), 2021
Katikapalli Subramanyam Kalyan
A. Rajasekharan
S. Sangeetha
LM&MAMedIm
453
198
0
16 Apr 2021
Integration of Domain Knowledge using Medical Knowledge Graph Deep
  Learning for Cancer Phenotyping
Integration of Domain Knowledge using Medical Knowledge Graph Deep Learning for Cancer Phenotyping
M. Alawad
Shang Gao
Mayanka Chandra Shekar
S. Hasan
J. B. Christian
...
J. Doherty
A. Stroup
Linda Coyle
Lynne Penberthy
Georgia D. Tourassi
140
12
0
05 Jan 2021
Medical Code Assignment with Gated Convolution and Note-Code Interaction
Medical Code Assignment with Gated Convolution and Note-Code Interaction
Shaoxiong Ji
Shirui Pan
Pekka Marttinen
MedIm
440
19
0
14 Oct 2020
Information Extraction from Swedish Medical Prescriptions with
  Sig-Transformer Encoder
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer EncoderClinical Natural Language Processing Workshop (ClinicalNLP), 2020
John N. Pougue Biyong
Bo Wang
Terry Lyons
A. Nevado-Holgado
MedIm
163
4
0
10 Oct 2020
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using
  Pre-trained Language Models
CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models
Yandrapati Prakash Babu
Eswari Rajagopal
232
10
0
12 Sep 2020
Computing Conceptual Distances between Breast Cancer Screening
  Guidelines: An Implementation of a Near-Peer Epistemic Model of Medical
  Disagreement
Computing Conceptual Distances between Breast Cancer Screening Guidelines: An Implementation of a Near-Peer Epistemic Model of Medical Disagreement
Hossein Hematialam
Luciana D. Garbayo
Seethalakshmi Gopalakrishnan
Wlodek Zadrozny
241
1
0
01 Jul 2020
Want to Identify, Extract and Normalize Adverse Drug Reactions in
  Tweets? Use RoBERTa
Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa
Katikapalli Subramanyam Kalyan
S. Sangeetha
MedIm
143
4
0
29 Jun 2020
Medical Concept Normalization in User Generated Texts by Learning Target
  Concept Embeddings
Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings
Katikapalli Subramanyam Kalyan
S. Sangeetha
MedIm
223
9
0
07 Jun 2020
Med7: a transferable clinical natural language processing model for
  electronic health records
Med7: a transferable clinical natural language processing model for electronic health records
Andrey Kormilitzin
N. Vaci
Qiang Liu
A. Nevado-Holgado
371
140
0
03 Mar 2020
1
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