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

Towards the Creation of a Large Corpus of Synthetically-Identified Clinical Notes
Willie Boag, Tristan Naumann, Peter Szolovits B. arXiv (Cornell University), 2018. Cites: paper

Target-Controlled Continuous Infusion for Antibiotic Dosing: Proof-of-Principle in an In-silico Vancomycin Trial in Intensive Care Unit Patients
Pieter J. Colin, Stijn Jonckheere, Michel M. R. F. Struys. Clinical Pharmacokinetics, 2018. Cites: paper

Untitled
Biomedical Journal of Scientific & Technical Research, 2018. Cites: paper

Deep Holistic Representation Learning from EHR
Edmond Zhang, Reece Robinson, Bernhard Pfahringer. International Symposium on Medical Information and Communication Technology, 2018. Cites: paper

Using multiple sentiment dimensions of nursing notes to predict mortality in the intensive care unit
Nam Tran, Joon Lee. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2018. Cites: paper

Predicting central line-associated bloodstream infections and mortality using supervised machine learning
Joshua P. Parreco, Antonio E. Hidalgo, Alejandro D. Badilla et al. Journal of Critical Care, 2018. Cites: paper

Differentially Private Generative Adversarial Network
Liyang Xie, Kaixiang Lin, Shu Wang et al. arXiv (Cornell University), 2018. Cites: paper

Mortality prediction in intensive care units (ICUs) using a deep rule-based fuzzy classifier
Raheleh Davoodi, Mohammad Hassan Moradi. Journal of Biomedical Informatics, 2018. Cites: paper

Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis
Pengtao Xie, Wei Wu, Yichen Zhu et al. arXiv (Cornell University), 2018. Cites: paper

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives
Sebastian Gehrmann, Franck Dernoncourt, Yeran Li et al. PLoS ONE, 2018. Cites: paper

Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks
Jinsung Yoon, William R. Zame, Mihaela van der Schaar. International Conference on Learning Representations, 2018. Cites: paper

Spectral Capsule Networks
Mohammad Taha Bahadori. 2018. Cites: paper

Creating a High-Frequency Electronic Database in the PICU: The Perpetual Patient*
David Brossier, Redha Eltaani, Michaël Sauthier et al. Pediatric Critical Care Medicine, 2018. Cites: paper

Does Fluid Type and Amount Affect Kidney Function in Critical Illness?
Neil J. Glassford, Rinaldo Bellomo. Critical Care Clinics, 2018. Cites: paper

Critical Care Health Informatics Collaborative (CCHIC): Data, tools and methods for reproducible research: A multi-centre UK intensive care database
Steve K. Harris, Sinan Shi, David A. Brealey et al. International Journal of Medical Informatics, 2018. Cites: paper

Assessing team effectiveness and affective learning in a datathon
Felipe Maia de Toledo Piza, Leo Anthony Celi, Rodrigo Octávio Deliberato et al. International Journal of Medical Informatics, 2018. Cites: paper

SemEHR: A general-purpose semantic search system to surface semantic data from clinical notes for tailored care, trial recruitment, and clinical research*
Honghan Wu, Giulia Toti, Katherine I. Morley et al. Journal of the American Medical Informatics Association, 2018. Cites: paper

A Comparative Analysis of Sepsis Identification Methods in an Electronic Database*
Alistair E. W. Johnson, Jérôme Aboab, Jesse D. Raffa et al. Critical Care Medicine, 2018. Cites: paper

Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models.
Ben J. Marafino, R. Adams Dudley, Nigam Haresh Shah et al. Europe PMC (PubMed Central), 2018. Cites: paper

Adapting Word Embeddings from Multiple Domains to Symptom Recognition from Psychiatric Notes.
Yaoyun Zhang, Hee-Jin Li, Jingqi Wang et al. Europe PMC (PubMed Central), 2018. Cites: paper

A Frame-Based NLP System for Cancer-Related Information Extraction.
Yuqi Si, Kirk E Roberts. Europe PMC (PubMed Central), 2018. Cites: paper

A Hybrid Approach For Automatic Disability Annotation.
Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola et al. 2018. Cites: paper

A Model-Free Comorbidities-Based Events Prediction in ICU Unit
Tatiana Malygina, Ivan Drokin. Communications in computer and information science, 2018. Cites: paper

An Enhanced HAL-Based Pseudo Relevance Feedback Model in Clinical Decision Support Retrieval
Min Pan, Yue Zhang, Tingting He et al. Lecture notes in computer science, 2018. Cites: paper

A Neural Architecture for Automated ICD Coding
Pengtao Xie, Eric P. Xing. Annual Meeting of the Association for Computational Linguistics (ACL), 2018. Cites: paper

Application of clustering methods for detecting critical acute coronary syndrome patients
Kirill Magoev, Valeria V. Krzhizhanovskaya, Sergey Valerevich Kovalchuk. Procedia Computer Science, 2018. Cites: paper

A Supervised Learning Approach for ICU Mortality Prediction Based on Unstructured Electrocardiogram Text Reports
Gokul S Krishnan, S. Sowmya Kamath. Lecture notes in computer science, 2018. Cites: paper

Automatic Diagnosis With Efficient Medical Case Searching Based on Evolving Graphs
Xiaoli Wang, Wang Yuan, Chuchu Gao et al. IEEE Access, 2018. Cites: paper

CAS: French Corpus with Clinical Cases
Natalia Grabar, Vincent Claveau, Clément Dalloux. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2018. Cites: paper

Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts
Jiangtao Zhang, Juanzi Li, Shuai Wang et al. Lecture notes in computer science, 2018. Cites: paper

Classifying Leukemia and Gout Patients with Neural Networks
Guryash Bahra, Lena Wiese. Communications in computer and information science, 2018. Cites: paper

Data science and advanced analytics : an integrated framework for creating value from data
Miguel Paredes. 2018. Cites: paper

Distant Supervision in Clinical Information Retrieval.
Xing Wei, Carsten Eickhoff. AMIA, 2018. Cites: paper

Domain Adaptation for Disease Phrase Matching with Adversarial Networks
Miaofeng Liu, Jialong Han, Haisong Zhang et al. Workshop on Biomedical Language Processing (BioNLP), 2018. Cites: paper

Dual Control Memory Augmented Neural Networks for Treatment Recommendations
Hung Lê, Truyen Tran, Svetha Venkatesh. Lecture notes in computer science, 2018. Cites: paper

Efficient Enriching of Synthesized Relational Patient Data with Time Series Data
Simon Schiff, Marcel Gehrke, Ralf Möller. Procedia Computer Science, 2018. Cites: paper

Electronic Health Record Research in Critical Care: The End of the Randomized Controlled Trial?
Steve K. Harris, Niall S. MacCallum, David A. Brealey. Annual update in intensive care and emergency medicine, 2018. Cites: paper

Embedded Word Representations for Rich Indexing: A Case Study for Medical Records
Katherine Metcalf, David B. Leake. Lecture notes in computer science, 2018. Cites: paper

EMR Coding with Semi-Parametric Multi-Head Matching Networks
Anthony Rios, Ramakanth Kavuluru. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2018. Cites: paper

emrQA: A Large Corpus for Question Answering on Electronic Medical Records
Anusri Pampari, Preethi Raghavan, Jennifer J. Liang et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018. Cites: paper

FABLE: A Semi-Supervised Prescription Information Extraction System.
Carson Tao, Michele Filannino, Özlem Uzuner. Europe PMC (PubMed Central), 2018. Cites: paper

FAIRsharing record for: Medical Information Mart for Intensive Care III
FAIRsharing Team. FAIRsharing.org, 2018. Cites: paper

Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces
Anthony Rios, Ramakanth Kavuluru. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018. Cites: paper

First Brazilian datathon in critical care
Ary Serpa Neto, Guillaume Kugener, Lucas Bulgarelli et al. Revista Brasileira de Terapia Intensiva, 2018. Cites: paper

Forecasting Mortality Risk for Patients Admitted to Intensive Care Units Using Machine Learning
Hamid R. Darabi, Daniel Tsinis, Kevin Zecchini et al. Procedia Computer Science, 2018. Cites: paper

From Sour Grapes to Low-Hanging Fruit: A Case Study Demonstrating a Practical Strategy for Natural Language Processing Portability.
Stephen B. Johnson, Prakash M. Adekkanattu, Thomas R. Campion et al. Europe PMC (PubMed Central), 2018. Cites: paper

Gaussian Process-Based Models for Clinical Time Series in Healthcare
Joseph Futoma. 2018. Cites: paper

Guiding Supervised Learning by Bio-Ontologies in Medical Data Analysis
Janusz Wojtusiak, Hua Min, Eman Elashkar et al. IFIP advances in information and communication technology, 2018. Cites: paper

i2b2 implemented over SMART-on-FHIR.
Nicolás Paris, Michael Mendis, Christel Daniel et al. Europe PMC (PubMed Central), 2018. Cites: paper

Improving Clinical Named Entity Recognition with Global Neural Attention
Guohai Xu, Chengyu Wang, Xiaofeng He. Lecture notes in computer science, 2018. Cites: paper

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