Publications citing MIMIC-III Clinical Database Demo v1.4

Comparison of machine-learning algorithms for the prediction of Current Procedural Terminology (CPT) codes from pathology reports
Joshua Levy, Nishitha Vattikonda, Christian Haudenschild et al. Journal of Pathology Informatics, 2022. Cites: paper

Comparison of Neural Language Modeling Pipelines for Outcome Prediction From Unstructured Medical Text Notes
Chérubin Mugisha, Incheon Paik. IEEE Access, 2022. Cites: paper

Comparison of Six Shallow and Deep Regressors in Continuous Blood Pressure and Heart Rate Estimation Using Single-Channel Photoplethysmograms
Suguru Kanoga, Takayuki Hoshino, Satoshi Kamei et al. Biomedical Signal Processing and Control, 2022. Cites: paper

Concatenating BioMed-Transformers to Tackle Long Medical Documents and to Improve the Prediction of Tail-End Labels
Vithya Yogarajan, Bernhard Pfahringer, Tony C. Smith et al. Lecture notes in computer science, 2022. Cites: paper

ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence
Yibo Hu, MohammadSaleh Hosseini, Erick Skorupa Parolin et al. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2022. Cites: paper

Cross-Language Transfer of High-Quality Annotations: Combining Neural Machine Translation with Cross-Linguistic Span Alignment to Apply NER to Clinical Texts in a Low-Resource Language
Henning Schäfer, Ahmad Idrissi-Yaghir, Péter Horn et al. Clinical Natural Language Processing Workshop (ClinicalNLP), 2022. Cites: paper

Cross-Model Conjunctive Queries over Relation and Tree-Structured Data
Yuxing Chen, Valter Uotila, Jiaheng Lu et al. Lecture notes in computer science, 2022. Cites: paper

Cuffless Blood Pressure Estimation Based on Both Artificial and Data-Driven Features from Plethysmography
Huan Li, Yue Wang, Guo Yunpeng. Communications in computer and information science, 2022. Cites: paper

Curriculum Offline Reinforcement Learning with Progressive Action Space in Intelligent Healthcare Decision-Making
Chao Yu, Qikai Huang. SSRN Electronic Journal, 2022. Cites: paper

Data-Driven Disease Progression Modeling
Kenney Ng, Mohamed F. Ghalwash, Prithwish Chakraborty et al. Health informatics, 2022. Cites: paper

Data-driven model for identifying related pharmaceutically-significant entities in clinical texts
Alexander G. Sboev, Gleb Rylkov, Рыбка Роман Борисович et al. AIP conference proceedings, 2022. Cites: paper

Data-driven modeling and learning approach to solving ICU risk prediction and survival analysis
Yilin Yin. 2022. Cites: paper

Dataset Debt in Biomedical Language Modeling
Jason Fries, Natasha Seelam, Gabriel Altay et al. 2022. Cites: paper

DataSifter II: Partially synthetic data sharing of sensitive information containing time-varying correlated observations
Nina Zhou, Lu Wang, Simeone Marino et al. Journal of Algorithms & Computational Technology, 2022. Cites: paper

Deep contextual multi-task feature fusion for enhanced concept, negation and speculation detection from clinical notes
Sankaran Narayanan, Madhuri S.S., Maneesha Vinodini Ramesh et al. Informatics in Medicine Unlocked, 2022. Cites: paper

Deep Learning-Based Prediction of Mechanical Ventilation Reintubation in Intensive Care Units
Hangtian Li, Xiaolei Xie. Lecture notes in operations research, 2022. Cites: paper

Detecting Ransomware within Real Healthcare Medical Records Adopting Internet of Medical Things using Machine and Deep Learning Techniques
Randa ELGawish, Mohamed A. Aborizka, Rania El Gohary et al. International Journal of Advanced Computer Science and Applications, 2022. Cites: paper

Development of an Interpretable, Multivariable, Machine Learning Model for Clinical Decision Support on Mortality Prediction of People Admitted to Intensive Care Units
Alvaro M. Gonzalez-Ibañez, Pablo A. Rojas-Salinas, Ernesto Frodden et al. SSRN Electronic Journal, 2022. Cites: paper

Discovering Care Pathways for Multi-morbid Patients Using Event Graphs
Milad Naeimaei Aali, Felix Mannhardt, Pieter Jelle Toussaint. Lecture notes in business information processing, 2022. Cites: paper

Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish
Jose Barros, Matías Silva Rojas, Jocelyn Dunstan et al. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022. Cites: paper

Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation
Hillary Ngai, Frank Rudzicz. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

Dynamic Spatial-Temporal Graph Model for Disease Prediction
Ashwin Senthilkumar, Mihir Gupte, S. Shridevi. International Journal of Advanced Computer Science and Applications, 2022. Cites: paper

Early Detection of Pneumonia with the Help of Dementia in Geriatric Hip Fracture Patients
Miaotian Tang, Shang Li, Xiao Liu et al. Orthopaedic Surgery, 2022. Cites: paper

EchoGen: Generating Conclusions from Echocardiogram Notes
Liyan Tang, Shravan Kooragayalu, Yanshan Wang et al. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

Electrocardiogram Effective Analysis Based on the Random Forest Model with Preselected Parameters
Taras Panchenko, Andrii Yavorskyi, Zhengbing Hu. Lecture notes on data engineering and communications technologies, 2022. Cites: paper

Emotion-aware cross-modal domain adaptation in video sequences
Christos Athanasiadis. 2022. Cites: paper

Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation
Ece Isik-Polat, Görkem Polat, Altan Koçyiğit et al. Lecture notes in computer science, 2022. Cites: paper

Evaluation of Objective Distortion Measures for Automatic Quality Assessment of Processed PPG Signals for Real-Time Health Monitoring Devices
Gangireddy Narendra Kumar Reddy, M. Sabarimalai Manikandan, Neti V. L. Narasimha Murty. IEEE Access, 2022. Cites: paper

Evidence based treatment suggestion model for predicted ailment
R. L. Priya, S. Vinila Jinny. AIP conference proceedings, 2022. Cites: paper

EvSys: A Relational Dynamic System for Sparse Irregular Clinical Events
Duc Nguyen, Phuoc Nguyen, Truyen Tran. Studies in computational intelligence, 2022. Cites: paper

Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research
Zhibo Zhang, Hussam Al Hamadi, Ernesto Damiani et al. IEEE Access, 2022. Cites: paper

Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports
Arijit Sehanobish, McCullen Sandora, Nabila Abraham et al. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2022. Cites: paper

Features Fusion Framework for Multimodal Irregular Time-series Events
Peiwang Tang, Xianchao Zhang. Lecture notes in computer science, 2022. Cites: paper

FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features
Yang Liu, Xinwei Zhang, Yan Kang et al. IEEE Transactions on Signal Processing, 2022. Cites: paper

Federated Learning for Data Mining in Healthcare
Shivani Sharma, Akash Kesarwani, Shreyshi Maheshwari et al. EAI/Springer Innovations in Communication and Computing, 2022. Cites: paper

Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts
Saadullah Amin, Noon Pokaratsiri Goldstein, Morgan Wixted et al. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

Few-shot fine-tuning SOTA summarization models for medical dialogues
David Fraile Navarro, Mark Dras, Shlomo Berkovsky. Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop (NAACL SRW), 2022. Cites: paper

GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations
Enmao Diao, Jie Ding, Vahid Tarokh. neural information processing systems, 2022. Cites: paper

HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding
Shi Wang, Xunzhu Tang, Luchen Zhang et al. Lecture notes in computer science, 2022. Cites: paper

Hierarchical Deep Multi-task Learning for Classification of Patient Diagnoses
Salim Malakouti, Miloš Hauskrecht. Lecture notes in computer science, 2022. Cites: paper

Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding
Matúš Falis, Hang Dong, Alexandra Birch et al. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

HPEMed: Heterogeneous Network Pair Embedding for Medical Diagnosis
Mengxi Li, Jing Zhang, Lixia Chen et al. Communications in computer and information science, 2022. Cites: paper

HUMAN BLOOD PRESSURE MEASUREMENT USING MACHINE LEARNING STRATEGY
Oleh Viunytskyi, Vyacheslav Shulgin, Alexander V. Totsky et al. Telecommunications and Radio Engineering, 2022. Cites: paper

ICDBigBird: A Contextual Embedding Model for ICD Code Classification
George Michalopoulos, Michal Malyska, Nicola Sahar et al. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

ICU Mortality Prediction Using Long Short-Term Memory Networks
Manel Mili, Asma Kerkeni, Asma Ben Abdallah et al. Lecture notes in computer science, 2022. Cites: paper

Impact of hourly serial SOFA score on signaling emerging sepsis
Bin-Shenq Ho, Yan‐Hwa Wu Lee, Yi‐Bing Lin. Informatics in Medicine Unlocked, 2022. Cites: paper

IMPACTO-MR: um estudo brasileiro de plataforma nacional para avaliar infecções e multirresistência em unidades de terapia intensiva
Bruno Martins Tomazini, Antônio Paulo Nassar, Thiago Costa Lisboa et al. Revista Brasileira de Terapia Intensiva, 2022. Cites: paper

Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting
Ilias Chalkidis, Anders Søgaard. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2022. Cites: paper

Improving information fusion on multimodal clinical data in classification settings
Sneha Jha, Erik K. Mayer, Mauricio Barahona. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022. Cites: paper

Improving Prediction Models’ Propriety in Intensive-Care Unit, by Enforcing an Advance Notice Period
Tomer Hermelin, Pierre Singer, Nadav Rappoport. Lecture notes in computer science, 2022. Cites: paper

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