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

Optimizing Healthcare Resilience: Advanced Machine Learning for Predicting Patient Length of Stay
G. Vijay Suresh, P. Parthiban. Lecture notes on multidisciplinary industrial engineering, 2024. Cites: paper

Overview of Linguistic Information
Dina Demner Fushman, Carol Friedman. Cognitive informatics in biomedicine and healthcare, 2024. Cites: paper

Pragmatic De-Identification of Cross-Domain Unstructured Documents: A Utility-Preserving Approach with Relation Extraction Filtering.
Liubov Nedoshivina, Anisa Halimi, Joao H. Bettencourt‐Silva et al. PubMed, 2024. Cites: paper

Precision diagnostics in cardiac tumours: Integrating echocardiography and pathology with advanced machine learning on limited data
Seyed‐Ali Sadegh‐Zadeh, Naser Khezerlouy‐Aghdam, Hanieh Sakha et al. Informatics in Medicine Unlocked, 2024. Cites: paper

Predicting Hospital Stay Length Using Explainable Machine Learning
Belal Saeed Alsinglawi, Fady S.K. Alnajjar, Mohammed Sayel Alorjani et al. IEEE Access, 2024. Cites: paper

Predicting Timing of Starting Continuous Renal Replacement Therapy for Critically Ill Patients with Acute Kidney Injury Using LSTM Network Model
Chengyuan Li, Zunliang Wang, Lu Niu et al. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2024. Cites: paper

Predicting Tumor Type and Residual Status of Suprasellar Lesions Using Indian Discharge Summaries
Priyanka C. Nair, Deepa Gupta, Bhagavatula Indira Devi et al. IEEE Access, 2024. Cites: paper

Predictive Diagnosis a Survey: Harnessing the Power of Convolutional Neural Networks for Disease Prognostication Through Scanned Image Analysis
M. Sheerin Banu. Communications in computer and information science, 2024. Cites: paper

Privacy and Utility Evaluation of Synthetic Tabular Data for Machine Learning
Felix Hermsen, Avikarsha Mandal. IFIP advances in information and communication technology, 2024. Cites: paper

Privacy in Generative Models: Attacks and Defense Mechanisms
Maryam Azadmanesh, Behrouz Shahgholi Ghahfarokhi, Maede Ashouri Talouki. Springer eBooks, 2024. Cites: paper

Private Aggregate Queries to Untrusted Databases
Syed Mahbub Hafiz, C. Gupta, Warren Wnuck et al. Network and Distributed System Security Symposium, 2024. Cites: paper

Prognostic Value of Admission Serum Calcium Level in Patients with Cardiogenic Shock Complicating Acute Myocardial Infarction
Jiayu Liang, Bryan Richard Sasmita, Yi Jiang et al. SSRN Electronic Journal, 2024. Cites: paper

Proposal of a System for Prototyping and Validation of Drug Efficacy and Safety Evaluation Methods
Dawid Bugajewski. Communications in computer and information science, 2024. Cites: paper

Quantifying the Suitability of Biosignals Acquired During Surgery for Multimodal Analysis
Ennio Idrobo-Ávila, Gergő Bognár, Dagmar Krefting et al. IEEE Open Journal of Engineering in Medicine and Biology, 2024. Cites: paper

Real-Time PPG-to-ECG Reconstruction Model With On-Device Recalibration Facility
Nirmal Murmu, Rajarshi Gupta, Kaushik Das Sharma. IEEE Transactions on Instrumentation and Measurement, 2024. Cites: paper

Reinforcement Learning Using Neural Networks in Estimating an Optimal Dynamic Treatment Regime in Patients with Sepsis: A Retrospective Cohort Study Based on the Mimic-Iii Database
Weijie Liang, Jinzhu Jia. SSRN Electronic Journal, 2024. Cites: paper

Reinforcement Learning with Balanced Clinical Reward for Sepsis Treatment
Zhilin Lu, Jingming Liu, Ruihong Luo et al. Lecture notes in computer science, 2024. Cites: paper

Relationship between anion gap and in-hospital mortality in intensive care patients with liver failure: a retrospective propensity score matching analysis
Wei Yu. American Journal of Translational Research, 2024. Cites: paper

Resource-Efficient Derivative PPG-Based Signal Quality Assessment Using One-Dimensional CNN With Optimal Hyperparameters for Quality-Aware PPG Analysis
Yalagala Sivanjaneyulu, M. Sabarimalai Manikandan, Srinivas Boppu et al. IEEE Access, 2024. Cites: paper

Risk stratiﬁcation of sepsis death based on machine learning algorithm
Jiaqi Ma, Hui Yun Chang, Xiaoqing Zhong et al. Big Data and Information Analytics, 2024. Cites: paper

RuCIL: Enabling Privacy-Enhanced Edge Computing for Federated Learning
Sahil Ashish Nimsarkar, Ruchir Raj Gupta, Rajesh Ingle. Lecture notes in computer science, 2024. Cites: paper

Secure and Privacy-Compliant Data Sharing: An Essential Framework for Healthcare Organizations
Redwan Walid, Karuna Pande Joshi, Lavanya Elluri. Lecture notes in networks and systems, 2024. Cites: paper

Secure Dataset Condensation for Privacy-Preserving and Efficient Vertical Federated Learning
Dashan Gao, Canhui Wu, Xiaojin Zhang et al. Lecture notes in computer science, 2024. Cites: paper

Self-supervised Segment Contrastive Learning for Medical Document Representation
Waheed Ahmed Abro, Hanane Kteich, Zied Bouraoui. Lecture notes in computer science, 2024. Cites: paper

Sepsis Detection Using Features Extracted from Photoplethysmography
Elena Adelucci†, Martina Falagiani†, Sara Lombardi et al. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2024. Cites: paper

Sharing to Learn and Learning to Share; Fitting Together Meta, Multi-Task, and Transfer Learning: A Meta Review
Richa Upadhyay, Ronald Phlypo, Rajkumar Saini et al. IEEE Access, 2024. Cites: paper

Short-Term Prediction of Serum Sodium Level in the Icu Utilizing Interpretable Machine Learning
Tong-Peng Guan, Yiyang Cen, Jiang Zhu et al. SSRN Electronic Journal, 2024. Cites: paper

Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks
Ahmad Ayad, Yu-Hsuan Tai, Guido Dartmann et al. IEEE Access, 2024. Cites: paper

Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data
Amila Kugic, Akhila Abdulnazar, Anto Knezovic et al. Lecture notes in computer science, 2024. Cites: paper

Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges, and Future Directions
Houda Hafi, Bouziane Brik, Pantelis A. Frangoudis et al. IEEE Access, 2024. Cites: paper

Synergizing Reinforcement Learning for Cognitive Medical Decision-Making in Sepsis Detection
Lakshita Singh, Lakshay Kamra. Communications in computer and information science, 2024. Cites: paper

Text Classification
Trevor Cohen, Serguei Pakhomov, Amandalynne Paullada et al. Cognitive informatics in biomedicine and healthcare, 2024. Cites: paper

The Association between Hyperoxemia And In-Hospital Mortality in Patients with Cerebral Hemorrhage
Congli Tian, Min Yuan. SSRN Electronic Journal, 2024. Cites: paper

The Prediction Model of Acute Kidney Injury Based on Improved Adaboost
Xiaozhi Huo, Ban Zhao, Xiaoke Liu et al. SSRN Electronic Journal, 2024. Cites: paper

The Role of Large Language Models – (LLMs) in Healthcare: Transforming Diagnosis and Patient Care
Sushant Tripathi. SSRN Electronic Journal, 2024. Cites: paper

Time Series Model Interpretation via Temporal Feature Sampling
Zhaoyang Liu, Xiaodong Li, Yanping Cui. Lecture notes in computer science, 2024. Cites: paper

Towards Explainability in Automated Medical Code Prediction from Clinical Records
U. Kanimozhi, Sumam Francis, Wei Sun et al. Lecture notes in networks and systems, 2024. Cites: paper

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction
Denis Jered McInerney, William Dickinson, Lucy C Flynn et al. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2024. Cites: paper

UDNet: A Unified Deep Learning-Based AutoML Framework to Execute Multiple ML Strategies for Multi-Modal Unstructured Data Processing
Shubham Jain, Enda Fallon. IEEE Access, 2024. Cites: paper

Unsupervised Training of Neural Cellular Automata on Edge Devices
John Kalkhof, Amin Ranem, Anirban Mukhopadhyay. Lecture notes in computer science, 2024. Cites: paper

Vertical asynchronous federated learning: algorithms and theoretic guarantees
Tianyi Chen, Xiao Ping Jin, Yuejiao Sun et al. Elsevier eBooks, 2024. Cites: paper

Zero and Few Short Learning Using Large Language Models for De-Identification of Medical Records
Yarasam Yashwanth, Rajashree Shettar. IEEE Access, 2024. Cites: paper

Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding
Yuqi Wang, Zeqiang Wang, Wei Wang et al. Communications in computer and information science, 2024. Cites: paper

Survey of Multimodal Medical Question Answering
Hilmi Demirhan, Wlodek Zadrozny. BioMedInformatics, 2023. Cites: paper

Contextual Dependency Vision Transformer for spectrogram-based multivariate time series analysis
Jieru Yao, Longfei Han, Kaihui Yang et al. Neurocomputing, 2023. Cites: paper

Exploring the Underlying Mechanisms of Ischemic Heart Disease Post-Stroke: Insights from a 2-Year Follow-Up Investigation
Karamo Bah, Adama Ns Bah, Amadou Wurry Jallow et al. Annals of Gerontology and Geriatric Research, 2023. Cites: paper

A conceptual framework for the ICU of the future evaluated by the MIMIC-III digital archive
Dimitrios Markopoulos, Anastasios Tsolakidis, Ioannis S. Triantafyllou et al. Global Knowledge, Memory and Communication, 2023. Cites: paper

Artificial Intelligence Methods for Improved Detection of Undiagnosed Heart Failure with Preserved Ejection Fraction
Jack Wu, Dhruva Biswas, Matthew J. Ryan et al. European Journal of Heart Failure, 2023. Cites: paper

Differentiating ChatGPT-Generated and Human-Written Medical Texts: Quantitative Study
Wenxiong Liao, Zhengliang Liu, Haixing Dai et al. JMIR Medical Education, 2023. Cites: paper

IntraCranial pressure prediction AlgoRithm using machinE learning (I-CARE): Training and Validation Study
Nicholas Fong, Jean Feng, Alan Hubbard et al. Critical Care Explorations, 2023. Cites: paper

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