Publications citing MIMIC-III Waveform Database Matched Subset v1.0

Machine Teaching-Based Efficient Labelling for Cross-unit Healthcare Data Modelling
Yang Wang, Xueping Peng, Allison Clarke et al. Lecture notes in computer science, 2022. Cites: paper

Making the Most of Text Semantics to Improve Biomedical Vision–Language Processing
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur et al. Lecture notes in computer science, 2022. Cites: paper

MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score
Sunjae Kwon, Zonghai Yao, Harmon S. Jordan et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. Cites: paper

Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks
Arijit Sehanobish, Kawshik Kannan, Nabila Abraham et al. Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP), 2022. Cites: paper

MetBERT: a generalizable and pre-trained deep learning model for the prediction of metastatic cancer from clinical notes.
Ke Liu, Omkar Kulkarni, Martin Witteveen‐Lane et al. PubMed Central, 2022. Cites: paper

MGEDR: A Molecular Graph Encoder for Drug Recommendation
Kai Shi, Shao‐Wu Zhang, Haifeng Liu et al. Lecture notes in computer science, 2022. Cites: paper

MIMICause: Representation and automatic extraction of causal relation types from clinical notes
Vivek Khetan, Md Imbesat Hassan Rizvi, Jessica E. Huber et al. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2022. Cites: paper

Model Distillation for Faithful Explanations of Medical Code Predictions
Zach Wood-Doughty, Isabel Alyssa Cachola, Mark H. Dredze. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

Mortality Risk Evaluation: A Proposal for Intensive Care Units Patients Exploring Machine Learning Methods
Alexandre Renato Rodrigues de Souza, Fabrício Neitzke Ferreira, Rodrigo Blanke Lambrecht et al. Lecture notes in computer science, 2022. Cites: paper

Multiple imputation using the average code from autoencoders
Edwar Macias, Javier Serrano, José López Vicario et al. Computer Methods and Programs in Biomedicine Update, 2022. Cites: paper

Multi-task Learning Dataset for the Development of Remote Patient Monitoring System
Firas Khlil, Sami Naouali, Awatef Raddadi et al. Lecture notes in computer science, 2022. Cites: paper

Natural Language Processing
Hua Xu, Kirk E Roberts. Cognitive informatics in biomedicine and healthcare, 2022. Cites: paper

Neutrophil Albumin Ratio is Associated with All-Cause Mortality in Stroke Patients: A Retrospective Database Study
Zhibo Chen, Dewei Xie, Yun Li et al. International Journal of General Medicine, 2022. Cites: paper

Parallel Assisted Learning
Xinran Wang, Jiawei Zhang, Mingyi Hong et al. IEEE Transactions on Signal Processing, 2022. Cites: paper

Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection
Bhanu Pratap Singh Rawat, Hong Qing Yu. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022. Cites: paper

Personalization in Federated Learning
Mayank Agarwal, Mikhail Yurochkin, Yuekai Sun. Springer eBooks, 2022. Cites: paper

PLM-ICD: Automatic ICD Coding with Pretrained Language Models
Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen. Clinical Natural Language Processing Workshop (ClinicalNLP), 2022. Cites: paper

PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction
Ying Zhang, Baohang Zhou, Kehui Song et al. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2022. Cites: paper

Population Pharmacokinetics and Dosing Optimization of Gentamicin in Critically Ill Patients Undergoing Continuous Renal Replacement Therapy
Sha He, Zeneng Cheng, Feifan Xie. Drug Design Development and Therapy, 2022. Cites: paper

Pre-assessment of Machine Learning Approaches for Patient Length of Stay Prediction
Farhanahani Mahmud, Ahmad Zahran Md Khudzari, Cheong Ping Pau et al. Springer proceedings in physics, 2022. Cites: paper

Precision Clinical Medicine Through Machine Learning: Using High and Low Quantile Ranges of Vital Signs for Risk Stratification of ICU Patients
Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui et al. IEEE Access, 2022. Cites: paper

Predicting COVID-19 Patient Shielding: A Comprehensive Study
Vithya Yogarajan, Jacob Montiel, Tony C. Smith et al. Lecture notes in computer science, 2022. Cites: paper

Predicting Outcomes for Cancer Patients with Transformer-Based Multi-task Learning
Leah Gerrard, Xueping Peng, Allison Clarke et al. Lecture notes in computer science, 2022. Cites: paper

Predicting Respiratory Decompensation in Mechanically Ventilated Adult ICU Patients
Yvette Tan, Michael Young, Akanksha Girish et al. SSRN Electronic Journal, 2022. Cites: paper

Predictive Value of Red Blood Cell Distribution Width for 1-Year All-Cause Mortality in Critically Ill Patients with Acute Myocardial Infarction
Min Chen, Lin Liao, Jie Yan et al. International Journal of General Medicine, 2022. Cites: paper

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis (LOUHI)
2022. Cites: paper

Proceedings of the 4th Clinical Natural Language Processing Workshop
2022. Cites: paper

ProcessBERT: A Pre-trained Language Model for Judging Equivalence of Variable Definitions in Process Models*
Shota Kato, Kazuki Kanegami, Manabu Kano. IFAC-PapersOnLine, 2022. Cites: paper

Processing of Clinical Notes for Efficient Diagnosis with Dual LSTM
A. S. Chandru, Seetharam K. International Journal of Advanced Computer Science and Applications, 2022. Cites: paper

PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
Zifeng Wang, Jimeng Sun. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. Cites: paper

Quickly Convert Photoplethysmography to Electrocardiogram Signals by a Banded Kernel Ensemble Learning Method for Heart Diseases Detection
Wen‐Hsien Ho, Chia‐Te Liao, Yenming J. Chen et al. IEEE Access, 2022. Cites: paper

Research on Prediction Model of Cardiogenic Shock in-Hospital Death Based on Machine Learning
弛周. Advances in Clinical Medicine, 2022. Cites: paper

Revisiting Transformer-based Models for Long Document Classification
Xiang Dai, Ilias Chalkidis, Sune Darkner et al. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2022. Cites: paper

Risk Factors for Pulmonary Embolism in ICU Patients: A Retrospective Cohort Study from the MIMIC-III Database
Chengbin Huang, Chenxuan Hong, Tian-hao Xu et al. Clinical and Applied Thrombosis/Hemostasis, 2022. Cites: paper

Risk Prediction of Opioid Use Disorder (OUD) using Electronic Health Records
Wenqiu Cao. 2022. Cites: paper

RuMedBench: A Russian Medical Language Understanding Benchmark
Pavel Dmitrievich Blinov, Arina Reshetnikova, Aleksandr Nesterov et al. Lecture notes in computer science, 2022. Cites: paper

ScAN: Suicide Attempt and Ideation Events Dataset
Bhanu Pratap Singh Rawat, Samuel Kovaly, Hong Qing Yu et al. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2022. Cites: paper

Scenario-based AI Benchmark Evaluation of Distributed Cloud/Edge Computing Systems
Tianshu Hao, Kai Hwang, Jianfeng Zhan et al. IEEE Transactions on Computers, 2022. Cites: paper

Section Classification in Clinical Notes with Multi-task Transformers
Fan Zhang, Itay Laish, Ayelet Benjamini et al. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022. Cites: paper

Serum Anion Gap is Associated with Risk of All-Cause Mortality in Critically Ill Patients with Acute Myocardial Infarction
Chenbo Xu, Lizhe Sun, Mengya Dong et al. International Journal of General Medicine, 2022. Cites: paper

Similarity-Aware Collaborative Learning for Patient Outcome Prediction
Fuqiang Yu, Lizhen Cui, Yiming Cao et al. Lecture notes in computer science, 2022. Cites: paper

Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple
Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne et al. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022. Cites: paper

Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU
Md Osman Gani, Shravan Kethireddy, Riddhiman Adib et al. SSRN Electronic Journal, 2022. Cites: paper

TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing
Mucheng Ren, Heyan Huang, Yuxiang Zhou et al. Lecture notes in computer science, 2022. Cites: paper

Testing the Generalization of Neural Language Models for COVID-19 Misinformation Detection
Jan Philip Wahle, Nischal Ashok Kumar, Terry Ruas et al. Lecture notes in computer science, 2022. Cites: paper

The Association Between High CHA 2 DS 2 -VASc Scores and Short and Long-Term Mortality for Coronary Care Unit Patients
Long Cheng, Sheng Kang, Lin Li et al. Clinical and Applied Thrombosis/Hemostasis, 2022. Cites: paper

The Association Between Mean Corpuscular Hemoglobin Concentration and Prognosis in Patients with Acute Pulmonary Embolism: A Retrospective Cohort Study
Zhishen Ruan, Dan Li, Yuanlong Hu et al. Clinical and Applied Thrombosis/Hemostasis, 2022. Cites: paper

The Case of Imperfect Negation Cues: A Two-Step Approach for Automatic Negation Scope Resolution
Daan de Jong, Ayoub Bagheri. Lecture notes in computer science, 2022. Cites: paper

The model thinks what?! Interpreting deep NLP models with rationales and influence
Sarthak Jain. 2022. Cites: paper

The prediction power of machine learning on estimating the sepsis mortality in the intensive care unit
Selcuk Mehtap, Oguz Koc, Sevtap Kestel. Informatics in Medicine Unlocked, 2022. Cites: paper

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