Publications citing MIMIC-II Clinical Database v2.6.0

Blood pressure stratification using photoplethysmography and light gradient boosting machine
Xudong Hu, Shimin Yin, Xizhuang Zhang et al. Frontiers in Physiology, 2023. Cites: paper

Multitask deep label distribution learning for blood pressure prediction
Keke Qin, Wu Xin Huang, Tao Zhang. Information Fusion, 2023. Cites: paper

PulseDB: A large, cleaned dataset based on MIMIC-III and VitalDB for benchmarking cuff-less blood pressure estimation methods
Weinan Wang, Pedram Mohseni, Kevin L. Kilgore et al. Frontiers in Digital Health, 2023. Cites: paper

Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review
Hanna Vitaliyivna Denysyuk, Rui João Pinto, Pedro Miguel Silva et al. Heliyon, 2023. Cites: paper

β-Blockers could improve the 28-day and 3-year survival of patients with end-stage renal disease: a retrospective cohort study
Hui Dong, Lang Zhou, Luyu Yang et al. International Urology and Nephrology, 2023. Cites: paper

Machine Learning-Based Respiration Rate and Blood Oxygen Saturation Estimation Using Photoplethysmogram Signals
Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury et al. Bioengineering, 2023. Cites: paper

Personalized online ensemble machine learning with applications for dynamic data streams
Ivana Malenica, Rachael V. Phillips, Antoine Chambaz et al. Statistics in Medicine, 2023. Cites: paper

A Novel Experience-Driven and Federated Intelligent Threat-Defense Framework in IoMT
Bushra Tahir, Alireza Jolfaei, Muhammad Tariq. IEEE Journal of Biomedical and Health Informatics, 2023. Cites: paper

Noninvasive Blood Pressure Prediction Based on Dual Encoder U-Net
Qi Long Sun, Peng Chen, Jun Zhang et al. International Conference on Computer Research and Development, 2023. Cites: paper

WITHDRAWN: Predictive value of neutrophil-to-lymphocyte ratio in mortality of critically ill patients with atrial fibrillation: a retrospective analysis of the Medical Information Mart for Intensive Care IV Database
Ruicong Ma, Yucheng Chen, Guolin Zhang et al. Research Square, 2023. Cites: paper

Fusion Model for Tentative Diagnosis Inference Based on Clinical Narratives
Ying Yu, Junwen Duan, Min Li. Tsinghua Science & Technology, 2023. Cites: paper

MIMIC-IV, a freely accessible electronic health record dataset
Alistair E. W. Johnson, Lucas Bulgarelli, Lu Shen et al. Scientific Data, 2023. Cites: paper

A Machine Learning Approach Using Statistical Models for Early Detection of Cardiac Arrest in Newborn Babies in the Cardiac Intensive Care Unit
Ketan Gupta, Nasmin Jiwani, Giovanni Pau et al. IEEE Access, 2023. Cites: paper

Blood Pressure Estimation From Photoplethysmography by Considering Intra- and Inter-Subject Variabilities: Guidelines for a Fair Assessment
Thiago Bulhões da Silva Costa, Felipe Meneguitti Dias, Diego Armando Cardona Cárdenas et al. IEEE Access, 2023. Cites: paper

Building an Explainable Diagnostic Classification Model for Brain Tumor using Discharge Summaries
Priyanka C. Nair, Deepa Gupta, Bhagavatula Indira Devi et al. Procedia Computer Science, 2023. Cites: paper

Can Machine Learning Support Improvement in Effective Nutrition of Patients in Critical Care Units?
Elias Pimenidis, Kamran Soomro, Antoniοs Papaleonidas et al. Lecture notes in computer science, 2023. Cites: paper

Cost-constrained Group Feature Selection Using Information Theory
Tomasz Klonecki, Paweł Teisseyre, Jaesung Lee. Lecture notes in computer science, 2023. Cites: paper

Cuffless Hypertension Detection using Swarm Support Vector Machine Utilizing Photoplethysmogram and Electrocardiogram
Nuryani Nuryani, Trio Pambudi Utomo, Nanang Wiyono et al. Journal of Biomedical Physics and Engineering, 2023. Cites: paper

Deep Learning Models for Automatic De-identification of Clinical Text
Ravichandra Sriram, Siva Sathya Sundaram, S. LourduMarie Sophie. IFIP advances in information and communication technology, 2023. Cites: paper

Devices based on photoplethysmogram and pulse oximetry
Miodrag Bolić. Elsevier eBooks, 2023. Cites: paper

Devices based on the time difference between signals
Miodrag Bolić. Elsevier eBooks, 2023. Cites: paper

Optimizing Left Ventricular Assist Device Therapy: A Machine Learning Approach for Predicting Cardiac Output
Marwen Belkacem, Farah Jemili, Omar Ellouze et al. Research Square, 2023. Cites: paper

Machine learning and deep learning for blood pressure prediction: a methodological review from multiple perspectives
Keke Qin, Wu Xin Huang, Tao Zhang et al. Artificial Intelligence Review, 2022. Cites: paper

Advancement in the Cuffless and Noninvasive Measurement of Blood Pressure: A Review of the Literature and Open Challenges
Mohammad Mahbubur Rahman Khan Mamun, Ahmed Sherif. Bioengineering, 2022. Cites: paper

Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns
Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar et al. Biomedical Signal Processing and Control, 2022. Cites: paper

Mask recognition system based on anchor
Yuting Xing, Wude Cai. IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC), 2022. Cites: paper

Development and validation of MedDRA Tagger: a tool for extraction and structuring medical information from clinical notes
Marie Humbert‐Droz, Jessica Corley, Suzanne R Tamang et al. medRxiv, 2022. Cites: paper

Machine Learning Algorithm to Predict Cardiac Output Using Arterial Pressure Waveform Analysis
Ke Liao, Armağan Elibol, Wei Xiao et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022. Cites: paper

Association between statin use during hospitalisation and mortality in patients with intracerebral haemorrhage: a propensity score-matched cohort study
Min Yuan, Xinhua Zhou, Xiaoqing Lu et al. BMJ Open, 2022. Cites: paper

Medicina en la era del big data
Gastón E. Murias. Fronteras en Medicina, 2022. Cites: paper

Optimization hierarchy for fair statistical decision problems
Anil J. Aswani, Matt Olfat. The Annals of Statistics, 2022. Cites: paper

PPG-based Heart Rate Estimation with Efficient Sensor Sampling and Learning Models
Yuntong Zhang, Jingye Xu, Mimi Xie et al. IEEE International Conference on High Performance Computing and Communications; IEEE International Conference on Smart City; IEEE International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 2022. Cites: paper

Temporal Attention Splitting Network for Non-invasive Blood Glucose, Cuff-Less Blood Pressure Estimation
Shichao Li, Ling Xiong, Di Xia et al. IEEE SmartWorld Congress (SmartWorld), 2022. Cites: paper

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Fronteras en Medicina, 2022. Cites: paper

Photoplethysmograph based arrhythmia detection using morphological features
Neha Neha, Harish Kumar Sardana, Rajesh V. Kanawade et al. Biomedical Signal Processing and Control, 2022. Cites: paper

Logic Explained Networks
Gabriele Ciravegna, Pietro Barbiero, Francesco Giannini et al. Artificial Intelligence, 2022. Cites: paper

PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms
Nabil Ibtehaz, Sakib Mahmud, Muhammad E. H. Chowdhury et al. Bioengineering, 2022. Cites: paper

Hypertension Classification Using PPG Signals
Yeşim Hekim Tanç, Mahmut Öztürk. Medical Technologies Congress (TIPTEKNO), 2022. Cites: paper

Devising a method for predicting a blood pressure level based on electrocardiogram and photoplethysmogram signals
Alexey Savostin, Аmandyk Tuleshov, Kayrat Koshekov et al. Eastern-European Journal of Enterprise Technologies, 2022. Cites: paper

Lightweight End-to-End Deep Learning Solution for Estimating the Respiration Rate from Photoplethysmogram Signal
Moajjem Hossain Chowdhury, Md Nazmul Islam Shuzan, Muhammad E. H. Chowdhury et al. Bioengineering, 2022. Cites: paper

Outcomes of Patients With Primary Cardiac Diagnoses Admitted to Cardiac vs Noncardiac Intensive Care Units
Samuel B. Brusca, Panagis Galiatsatos, Sarah R. Warner et al. JACC Advances, 2022. Cites: paper

A Survey of Photoplethysmography and Imaging Photoplethysmography Quality Assessment Methods
Théo Desquins, Frédéric Bousefsaf, Alain Pruski et al. Applied Sciences, 2022. Cites: paper

Cuffless Blood Pressure Estimation During Moderate- and Heavy-Intensity Exercise Using Wearable ECG and PPG
Cederick Landry, Eric T. Hedge, Richard L. Hughson et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Current status and trends in researches based on public intensive care databases: A scientometric investigation
Min Li, Shuzhang Du. Frontiers in Public Health, 2022. Cites: paper

Cuffless blood pressure estimation using chaotic features of photoplethysmograms and parallel convolutional neural network
Mohammad Bagher Khodabakhshi, Naeem Eslamyeh, Seyede Zohreh Sadredini et al. Computer Methods and Programs in Biomedicine, 2022. Cites: paper

A Hybrid Biosignal Compression Model for Healthcare Sensor Networks
T Dheepa, Kency Taniya Antony Sekar, Satish Kumar Satti et al. IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET), 2022. Cites: paper

Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals
Gengjia Zhang, Siho Shin, Jaehyo Jung et al. IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2022. Cites: paper

The health digital twin to tackle cardiovascular disease—a review of an emerging interdisciplinary field
Genevieve Coorey, Gemma Alexandra Figtree, David Frederick Fletcher et al. npj Digital Medicine, 2022. Cites: paper

Subject-Based Model for Reconstructing Arterial Blood Pressure from Photoplethysmogram
Qunfeng Tang, Zhencheng Chen, Rabab Kreidieh Ward et al. Bioengineering, 2022. Cites: paper

Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review
Jonas Chromik, Sophie Anne Inès Klopfenstein, Bjarne Pfitzner et al. Frontiers in Digital Health, 2022. Cites: paper

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