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

From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR
Ran Xu, Yiwen Lu, Chang Liu et al. PubMed, 2024. Cites: paper

Event prediction by estimating continuously the completion of a single temporal pattern’s instances
Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch. Journal of Biomedical Informatics, 2024. Cites: paper

A novel higher performance nomogram based on explainable machine learning for predicting mortality risk in stroke patients within 30 days based on clinical features on the first day ICU admission
Haoran Chen, Fengchun Yang, Yifan Duan et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Comparative analysis of dexmedetomidine, midazolam, and propofol impact on epilepsy-related mortality in the ICU: insights from the MIMIC-IV database
Xun Li, Wei Yue. BMC Neurology, 2024. Cites: paper

RASNet: Recurrent aggregation neural network for safe and efficient drug recommendation
Qiang Zhu, Feng Han, Huali Yang et al. Knowledge-Based Systems, 2024. Cites: paper

Salient Facets in Artificial Intelligence for Cleansing Pulsatile Physiological Signals: Knowledge Incorporation, Real-Time Dynamics, Assessment Entities, and Technology Acceptance
Kyoungsuk Park, Kyoung‐Sun Kim, Dong‐In Kim et al. 2024. Cites: paper

Interpretable Predictive Models for Healthcare via Rational Multi-Layer Perceptrons
Thiti Suttaket, Stanley Kok. ACM Transactions on Management Information Systems, 2024. Cites: paper

M-ClustEHR: A multimodal clustering approach for electronic health records
Maria Bampa, Ioanna Miliou, Braslav Jovanovic et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Pre-trained language models in medicine: A survey
Xudong Luo, Zhiqi Deng, Binxia Yang et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Transformers and large language models in healthcare: A review
Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Development and external validation of a machine learning model for the prediction of persistent acute kidney injury stage 3 in multi-centric, multi-national intensive care cohorts
Simone Zappalá, Francesca Alfieri, Andrea Ancona et al. Critical Care, 2024. Cites: paper

Diagnostics Based Patient Classification for Clinical Decision Support Systems
Gaurav Paliwal, Aaquil Bunglowala, Pravesh Kanthed. Journal of Automation Mobile Robotics & Intelligent Systems, 2024. Cites: paper

A Key Performance Indicator to Analyze Swarm Learning Performances with EHR
Matteo Mantovani, Riccardo Scheda, Carlo Combi et al. IEEE International Conference on Healthcare Informatics (ICHI), 2024. Cites: paper

A Multi-Graph Fusion Framework for Patient Representation Learning
Yuxi Liu, Zhenhao Zhang, Shaowen Qin et al. IEEE International Conference on Healthcare Informatics (ICHI), 2024. Cites: paper

Detection of Bipolar Disorder on Social Media Data Utilizing Biomedical, Clinical and Mental Health Domain Fine-Tuned Word Embeddings
Syauki Aulia Thamrin, Arbee L. P. Chen. IEEE International Conference on Healthcare Informatics (ICHI), 2024. Cites: paper

Enhancing Clinical Documentation with Synthetic Data: Leveraging Generative Models for Improved Accuracy
Anjanava Biswas, Wrick Talukdar. International Journal of Innovative Science and Research Technology (IJISRT), 2024. Cites: paper

Fine-grained Patient Similarity Measuring using Contrastive Graph Similarity Networks
Yuxi Liu, Zhenhao Zhang, Shaowen Qin et al. IEEE International Conference on Healthcare Informatics (ICHI), 2024. Cites: paper

Reducing Diagnostic Uncertainty in Emergency Departments: The Role of Large Language Models in Age-Specific Diagnostics
Wanting Cui, Kensaku Kawamoto, Keaton L. Morgan et al. IEEE International Conference on Healthcare Informatics (ICHI), 2024. Cites: paper

Analyzing the Performance of Explainable Machine Learning Models in Risk Factor Identification for Major Cancers (Preprint)
Xiayuan Huang. 2024. Cites: paper

Exploring the optimal range of central venous pressure in sepsis and septic shock patients: A retrospective study in 208 hospitals
Xiaodong Song, Jialin Li, Shuhe Li et al. The American Journal of the Medical Sciences, 2024. Cites: paper

MSTF: Multiscale Transformer for Incomplete Trajectory Prediction
Zhanwen Liu, Chao Li, Yang Nan et al. IEEE Intelligent Vehicles Symposium, 2024. Cites: paper

Interpretable Machine Learning Models for Predicting In-Hospital Mortality in Patients with Chronic Critical Illness and Heart Failure: A Multicenter Study (Preprint)
Min He, Yongqi Lin, Siyu Ren et al. 2024. Cites: paper

Prognostic significance of the aspartate aminotransferase to lymphocyte ratio index in patients with acute myocardial infarction
Huidi Liu, Fan Zhao, Jun Yin et al. Immunity Inflammation and Disease, 2024. Cites: paper

Recent methodological advances in federated learning for healthcare
Fan Zhang, Daniel Kreuter, Yi‐Chen Chen et al. Patterns, 2024. Cites: paper

“Using network analysis modularity to group health code systems and decrease dimensionality in machine learning models”
Mohsen Askar, Lars Småbrekke, Einar Holsbø et al. Exploratory Research in Clinical and Social Pharmacy, 2024. Cites: paper

Interpretable machine learning model for predicting acute kidney injury in critically ill patients
Xunliang Li, Peng Wang, Yuke Zhu et al. BMC Medical Informatics and Decision Making, 2024. Cites: paper

Early evaluation of a natural language processing tool to improve access to educational resources for surgical patients
James Booker, Jack Penn, Kawsar Noor et al. European Spine Journal, 2024. Cites: paper

Explanatory argumentation in natural language for correct and incorrect medical diagnoses
Benjamin Molinet, Santiago Marro, Elena Cabrio et al. Journal of Biomedical Semantics, 2024. Cites: paper

Shaping the Future of Healthcare With BERT in Clinical Text Analytics
Archana Kedar Chaudhari. Advances in medical diagnosis, treatment, and care (AMDTC) book series, 2024. Cites: paper

A deep learning approach for generating intracranial pressure waveforms from extracranial signals routinely measured in the intensive care unit
S Nair, Alina Guo, Joseph Boen et al. Computers in Biology and Medicine, 2024. Cites: paper

One-Month Evaluation of Blood Pressure Estimation Using a Fine-Tuned Model With Wristband-Type Photoplethysmograms
Satoshi Kamei, Suguru Kanoga, Masataka Yamamoto et al. IEEE Sensors Journal, 2024. Cites: paper

Detecção de Hipertensão Arterial usando Fotopletismografia e Aprendizado de Máquina
Douglas Henz, André Luís Del Mestre Martins, Juliano Costa Machado et al. Anais do Computer on the Beach, 2024. Cites: paper

Impacts of aspirin use on the prognosis of patients with myocardial infarction and pneumonia
Jialun YE, Jieqiong CHEN, Sheng Chen. Minerva Cardiology and Angiology, 2024. Cites: paper

A deep learning-assisted skin-integrated pulse sensing system for reliable pulse monitoring and cardiac function assessment
Huiling Jia, Yuyu Gao, Jingkun Zhou et al. Nano Energy, 2024. Cites: paper

Czech medical coding assistant based on transformer networks
Ladislav Lenc, Jiřı́ Martı́nek, Josef Baloun et al. Computers in Biology and Medicine, 2024. Cites: paper

Envisioning Medclip: A Deep Dive into Explainability for Medical Vision-Language Models
Anees Ur Rehman Hashmi, Dwarikanath Mahapatra, Mohammad K. Yaqub. IEEE International Symposium on Biomedical Imaging (ISBI), 2024. Cites: paper

ICU Bed Capacity Analysis with Transformer-Based Length of Stay Prediction and Erlang Loss Formula
Sahawat Tanutsiriteeradet, Wuttipong Kumwilaisak, Jisue Youn Kumwilaisak et al. International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2024. Cites: paper

Hospital readmission prediction with hybrid‐sampling and self‐paced balance learning
Ying Xu, Ning Zhang, Ao Wang et al. Concurrency and Computation Practice and Experience, 2024. Cites: paper

Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study
Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki. JMIR Medical Informatics, 2024. Cites: paper

BOLD: Blood-gas and Oximetry Linked Dataset
João Carlos Ramos Gonçalves de Matos, Tristan Struja, Jack Gallifant et al. Scientific Data, 2024. Cites: paper

A Survey on Deep Active Learning: Recent Advances and New Frontiers
Dongyuan Li, Zhen Rong Wang, Yankai Chen et al. IEEE Transactions on Neural Networks and Learning Systems, 2024. Cites: paper

COGNET-AMO: Personalized Prescription Recommendation using Attention over Medical Order Information
FengGao, nazhao, ShanLu. Research Square, 2024. Cites: paper

Knowledge enhanced attention aggregation network for medicine recommendation
Jiedong Wei, Yijia Zhang, Xingwang Li et al. Computational Biology and Chemistry, 2024. Cites: paper

Neural topic models with survival supervision: Jointly predicting time-to-event outcomes and learning how clinical features relate
George H. Chen, Linhong Li, Ren Zuo et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Large Language Models for Social Determinants of Health Information Extraction from Clinical Notes – A Generalizable Approach across Institutions
Vipina K. Keloth, Salih Selek, Qingyu Chen et al. medRxiv, 2024. Cites: paper

Prognostic value of serum lactate level for mortality in patients with acute kidney injury
Meng Chen, Dezhao Lv. European journal of medical research, 2024. Cites: paper

Protocol for deep mining the correlation between acute pancreatitis and ferroptosis using the MIMIC-III database and STATA software
Yueling Deng, Tao Jiang, Sujie Zhang et al. STAR Protocols, 2024. Cites: paper

Development and validation of a nomogram for predicting in-hospital death in cirrhotic patients with acute kidney injury
Xiang Li, Xunliang Li, Wenman Zhao et al. BMC Nephrology, 2024. Cites: paper

Heart failure prognosis prediction: Let’s start with the MDL-HFP model
Huiting Ma, Dengao Li, Jian Fu et al. Information Systems, 2024. Cites: paper

Impact of stress hyperglycemia ratio on mortality in patients with cardiac arrest: insight from American MIMIC-IV database
Li‐You Lian, Wei-Hao Xue, Jia-Jia Lu et al. Frontiers in Endocrinology, 2024. Cites: paper

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