Publications citing MIMIC-III Waveform Database v1.0

Modeling trajectories of routine blood tests as dynamic biomarkers for outcome in spinal cord injury
Marzieh Mussavi Rizi, Daniel Fernández, John L. K. Kramer et al. npj Digital Medicine, 2025. Cites: paper

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Edge Healthcare Collaboration
Chongru Huang, Yuanpeng He, Xiao Gang Han et al. IEEE Transactions on Mobile Computing, 2025. Cites: paper

BuffAVFL: Buffered Asynchronous Vertical Federated Learning
Hu Lu, Juncheng Jia, Simin Cheng. IEEE Internet of Things Journal, 2025. Cites: paper

Challenges and Recommendations for Electronic Health Records Data Extraction and Preparation for Dynamic Prediction Modeling in Hospitalized Patients: Practical Guide and Tutorial
Elena Albu, Shan Gao, Pieter Stijnen et al. Journal of Medical Internet Research, 2025. Cites: paper

High-Fidelity Synthetic Data Replicates Clinical Prediction Performance in a Million-Patient Diabetes Cohort
Víctor de la Oliva, David Philip Kreil, Joaquı́n Dopazo et al. medRxiv, 2025. Cites: paper

Magnitude and Impact of Hallucinations in Tabular Synthetic Health Data on Prognostic Machine Learning Models: Validation Study
Lisa Pilgram, Samer El Kababji, Dan Liu et al. Journal of Medical Internet Research, 2025. Cites: paper

Variational temporal deconfounder network for individualized treatment effect estimation with longitudinal observational data
Hao Dai, Yu Huang, Yuxi Liu et al. Journal of Biomedical Informatics, 2025. Cites: paper

A contrastive dual attention framework for enhancing adverse drug event relations extraction
Poonam Kashtriya, Pardeep Singh. Revista Cientifica de Sistemas e Informatica, 2025. Cites: paper

Artificial intelligence in interventional cardiology: a review of its role in diagnosis, decision-making, and procedural precision
Tochukwu R. Nzeako, Chukwuka Elendu, Gift Chiechekam Echefu et al. Annals of Medicine and Surgery, 2025. Cites: paper

Pretraining-Based Relevance-Aware Visit Similarity Network for Drug Recommendation
Yichen He, Shoubin Dong, Yuchen Lin et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

CTMEG: A continuous-time medical event generation model for clinical prediction of long-term disease progression
Mengxuan Sun, Xuebing Yang, Jiayi Geng et al. Neurocomputing, 2025. Cites: paper

RESEARCH ON PROGNOSTIC ANALYSIS OF CARDIOVASCULAR STENT IMPLANTATION BASED ON MACHINE LEARNING
TINGTING ZHOU, YUYAO ZHANG, BAOQUN WANG et al. Journal of Mechanics in Medicine and Biology, 2025. Cites: paper

A survey of NLP methods for oncology in the past decade with a focus on cancer registry applications
Isaac Hands, Ramakanth Kavuluru. Artificial Intelligence Review, 2025. Cites: paper

Identifying task groupings for multi-task learning using pointwise V-usable information
Yingya Li, Timothy Miller, Steven J. Bethard et al. Journal of Biomedical Informatics, 2025. Cites: paper

Medcongtm: Interpretable multi-label clinical code prediction with dual-view graph contrastive topic modeling
Tuğba Çelikten, Aytuğ Onan. Knowledge-Based Systems, 2025. Cites: paper

TransEHR: Alignment-free electronic health records continual learning across feature spaces
Xiongjun Zhao, Zhengyu Liu, Boya Ji et al. Expert Systems with Applications, 2025. Cites: paper

A survey of data augmentation in named entity recognition
Yi Huang, Yuhan Gao, Chengjuan Ren. Neurocomputing, 2025. Cites: paper

Breaking barriers in ICD classification with a robust graph neural network for hierarchical coding
Suyang Xi, Jiesen Shi, Jiachen Yan et al. Scientific Reports, 2025. Cites: paper

Deep learning for automatic ICD coding: Review, opportunities and challenges
Xiaobo Li, Yijia Zhang, Xiaodi Hou et al. Artificial Intelligence in Medicine, 2025. Cites: paper

Democratizing large language model-based graph data augmentation via latent knowledge graphs
Yushi Feng, Tsai Hor Chan, Guosheng Yin et al. Neural Networks, 2025. Cites: paper

Dual-channel batch constrained deep Q-learning for sepsis treatment
Huidong Liu, Zhang Xiangfei, Hang Yu et al. Engineering Applications of Artificial Intelligence, 2025. Cites: paper

Leveraging foundation models for content-based image retrieval in radiology
Stefan Denner, David Zimmerer, Dimitrios Bounias et al. Computers in Biology and Medicine, 2025. Cites: paper

Multi-query frequency prompting for physiological signal domain adaptation
Jinho Kang, Hoyoon Byun, Taero Kim et al. Knowledge-Based Systems, 2025. Cites: paper

Multitask gated interactive network for automatic international classification of diseases coding with dual denoising mechanism
Xiaobo Li, Yijia Zhang, Xiaodi Hou et al. Engineering Applications of Artificial Intelligence, 2025. Cites: paper

Prognostic value of red blood cell distribution width-to-albumin ratio in patients with Cardiogenic shock - A cohort study
Yangjing Xue, Fangning Rong, Lei Li et al. Heliyon, 2025. Cites: paper

XAI-based Data Visualization in Multimodal Medical Data
Sahil Sharma, Muskaan Singh, Liam J. Mcdaid et al. bioRxiv (Cold Spring Harbor Laboratory), 2025. Cites: paper

Advancing shock prediction: leveraging prior knowledge and self-controlled data for enhanced model accuracy and generalizability
Cheng-Yu Tsai, Xiu-Rong Huang, Po-Tsun Paul Kuo et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

A generative model uses healthy and diseased image pairs for pixel-level chest X-ray pathology localization
Jinli Suo, Kaiming Dong, Kunlun He et al. Nature Biomedical Engineering, 2025. Cites: paper

A photoplethysmogram-based 1D-CNN algorithm for automated atrial fibrillation detection
Arlene John. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

CogniFuse and Multimodal Deformers: A Unified Approach for Benchmarking and Modeling Biosignal Fusion
Anthony Richardson, Michael Beetz, Tanja Schultz et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Efficient Task Grouping Through Sample-Wise Optimisation Landscape Analysis
Anshul Thakur, Yichen Huang, Soheila Molaei et al. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025. Cites: paper

Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation
Bálint Tóth, Dominik Senti, Thorir Mar Ingolfsson et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

HealthMap: Transforming Clinical Time-series into Visual Representation for Predictive Modeling
Zhale Nowroozilarki, Budhaditya Bose, Sadeer G Al-Kindi et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Investigating the Synergy of Variational Information Bottleneck and Iterative Transformer in a Hybrid Bottleneck Framework for Disease Prediction: An ablation study
Chenhui Huang, Kensuke Wagata, Fumiyuki Nihey et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Multi-Disease Cardiovascular Detection from ECG Signals Using an Attention-Driven Deep Network
Atitaya Phoemsuk, Vahid Abolghasemi. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

SBDH-Reader: a large language model-powered method for extracting social and behavioral determinants of health from clinical notes
Zifan Gu, Lesi He, Awais Naeem et al. Journal of the American Medical Informatics Association, 2025. Cites: paper

Self-supervised Learning with Demographic Information for Cuffless Blood Pressure Estimation
Liwen Tang, Dingchang Zheng, Fei Chen. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data
Zonghai Yao, Youxia Zhao, Avijit Mitra et al. medRxiv, 2025. Cites: paper

Text-to-ECG: a Framework to Generate 12-Lead ECG from Text Reports
Fabrizio Cattozzo, Sara Battiston, Massimo Walter Rivolta et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Federated learning Architecture towards personalized medical Recommendation
N. Ahana Priyanka, A. Anandaraj, N. Abarna. International Conference on New Frontiers in Communication, Automation, Management and Security (ICCAMS), 2025. Cites: paper

How to Prevent Hallucination in Artificial Intelligence-Assisted Clinical Practice
Dae Hyun Kim. Gyemyeong uidae haksulji, 2025. Cites: paper

An Information-Theoretic Perspective on Multi-LLM Uncertainty Estimation
Maya Kruse, Majid Afshar, Saksham Khatwani et al. medRxiv, 2025. Cites: paper

EDRMM: enhancing drug recommendation via multi-granularity and multi-attribute representation
Feiyan Liu, Wenhao Wang, Jiawei Zheng et al. BMC Bioinformatics, 2025. Cites: paper

LSI-EGT: Life Stressors Identification Using Context-Aware Embedding and Graph Transformer
Minni Jain, Roopal Shakya. IEEE Transactions on Computational Social Systems, 2025. Cites: paper

Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study
Jeremy A. Balch, Sasank Desaraju, Victoria J Nolan et al. JMIR Medical Informatics, 2025. Cites: paper

Multimodal Artificial Intelligence in Medical Diagnostics
Bassem Jandoubi, Moulay A. Akhloufi. Information, 2025. Cites: paper

Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large Observational EHR Dataset
Riddhiman Adib, Md Osman Gani, Sheikh Iqbal Ahamed et al. IEEE Annual International Computer Software and Applications Conference (COMPSAC), 2025. Cites: paper

Oxidative Stress and Inflammation in Hypoxemic Respiratory Diseases and Their Comorbidities: Molecular Insights and Diagnostic Advances in Chronic Obstructive Pulmonary Disease and Sleep Apnea
Jorge Rodríguez-Pérez, Rosa Andreu-Martínez, Roberto Daza et al. Antioxidants, 2025. Cites: paper

A decomposition of Fisher’s information to inform sample size for developing or updating fair and precise clinical prediction models for individual risk—part 1: binary outcomes
Richard D Riley, Professor Gary S. Collins, Rebecca Whittle et al. Diagnostic and Prognostic Research, 2025. Cites: paper

ICU scoring systems: current perspectives and future directions
Jorge I. Salluh, Giulliana Martines Moralez, Alexander Tracy et al. Current Opinion in Critical Care, 2025. Cites: paper

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