Search results for "ICU"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
187	Alexander Kolker	Process Modeling of ICU Patient Flow: Effect of Daily Load Leveling of Elective Surgeries on ICU Diversion.	J. Medical Syst.	2009	DBLP DOI BibTeX RDF	Elective surgery, Daily load leveling, Schedule smoothing, ICU diversion, Patient flow simulation, What-if scenarios
128	Nico M. van Dijk, Nikky Kortbeek	Erlang loss bounds for OT-ICU systems.	Queueing Syst. Theory Appl.	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 60J27, 90B22, 60K25
96	Nico M. van Dijk, Nikky Kortbeek	On Dimensioning Intensive Care Units.	OR	2007	DBLP DOI BibTeX RDF
92	Fiona MacAulay, Andrew Judson, Maria Etchels, Saqib Ashraf, Ian W. Ricketts, Annalu Waller, Jan K. Brodie, Norman Alm, Audrey Warden, Alfred J. Shearer, Brian Gordon	ICU-Talk, a communication aid for intubated intensive care patients.	ASSETS	2002	DBLP DOI BibTeX RDF	ICU, HCI, usability, communication, AAC
80	Andrew Judson, Ian W. Ricketts, Annalu Waller, Norman Alm, Brian Gordon, Fiona MacAulay, Jan K. Brodie, Maria Etchels, Audrey Warden, Alfred J. Shearer	Developing ICU-Talk - A Computer based Communication Aid for Patients in Intensive Care.	EUROMICRO	2000	DBLP DOI BibTeX RDF
64	Laura Moss, Derek H. Sleeman, Malcolm Booth, Malcolm Daniel, Lyndsay Donaldson, Charlotte J. Gilhooly, Martin Hughes, Malcolm Sim, John Kinsella	Explaining Anomalous Responses to Treatment in the Intensive Care Unit.	AIME	2009	DBLP DOI BibTeX RDF
64	Philip Johnson, Shaoxuan Zhang	We need more coverage, stat! classroom experience with the software ICU.	ESEM	2009	DBLP DOI BibTeX RDF
60	Saqib Ashraf, Andrew Judson, Ian W. Ricketts, Annalu Waller, Norman Alm, Brian Gordon, Fiona MacAulay, Jan K. Brodie, Maria Etchels, Audrey Warden, Alfred J. Shearer	Capturing phrases for ICU-Talk, a communication aid for intubated intensive care patients.	ASSETS	2002	DBLP DOI BibTeX RDF	ICU, communication, AAC, vocabulary
60	Jiabin Xie, Adwait Nerlikar, John R. Glover, Bruce A. McKinley	An ICU Protocol Development and Management System.	CBMS	2000	DBLP DOI BibTeX RDF	ICU, clinical decision-making, computerized protocol, protocol development, protocol, standardization, expert system, decision support, automation, knowledge engineering
59	Beena Ahmed, Reza Tafreshi, Reza Langari	The Future of Automatic EEG Monitoring in the Intensive Care.	BMEI (2)	2008	DBLP DOI BibTeX RDF	EEG monitoring, ICU monitoring, long-term EEG monitoring, quantitative EEG, continuous EEG, seizure detection
48	Pedro Gago, Álvaro M. Silva, Manuel Filipe Santos	Adaptive Decision Support for Intensive Care.	EPIA Workshops	2007	DBLP DOI BibTeX RDF
48	Erik S. Friis, J. A. Goldberg	Flexi-View: A Multi-Dimensional Data Modeling System.	APL	1988	DBLP DOI BibTeX RDF	APL, SQL
48	Sofie Van Hoecke, Kristof Steurbaut, Yannick Beheyt, Frederik Debruyne, Bart Dhoedt, Johan Decruyenaere, Filip De Turck	Automatic WS-BPEL Composition of Medical Support Services in the ICU.	eTELEMED	2009	DBLP DOI BibTeX RDF
48	Marion Verduijn, Niels Peek, Frans Voorbraak, Evert de Jonge, Bas A. de Mol	Dichotomization of ICU Length of Stay Based on Model Calibration.	AIME	2005	DBLP DOI BibTeX RDF
48	J. Geoffrey Chase, Graeme C. Wake, Z.-H. Lam, J.-Y. Lee, Kyusuk Leo Hwang, Geoffrey M. Shaw	Steady-state optimal insulin infusion for hyperglycemic ICU patients.	ICARCV	2002	DBLP DOI BibTeX RDF
48	Tingting Dan, Yang Li 0172, Ziwei Zhu 0005, Xijie Chen, Wuxiu Quan, Yu Hu 0004, Guihua Tao, Lei Zhu, Jijin Zhu, Yuyan Jin, Longgeng Li, Chaokai Liang, Hanchun Wen, Hongmin Cai	Machine Learning to Predict ICU Admission, ICU Mortality and Survivors' Length of Stay among COVID-19 Patients: Toward Optimal Allocation of ICU Resources.	BIBM	2020	DBLP DOI BibTeX RDF
32	Kristof Steurbaut, Sofie Van Hoecke, Kristof Taveirne, Kristof Lamont, Filip De Turck, Kirsten Colpaert, Pieter Depuydt, Dominique Benoit, Chris Danneels, Johan Decruyenaere	Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit.	eTELEMED	2009	DBLP DOI BibTeX RDF
32	Feng Gao, Yaji Sripada, Jim Hunter, François Portet	Using Temporal Constraints to Integrate Signal Analysis and Domain Knowledge in Medical Event Detection.	AIME	2009	DBLP DOI BibTeX RDF
32	Yuo-Hsien Shiau	Detecting Well-Harmonized Homeostasis in Heart Rate Fluctuations.	BMEI (2)	2008	DBLP DOI BibTeX RDF
32	Sara Albolino, Richard I. Cook, Michael F. O'Connor	Sensemaking, safety, and cooperative work in the intensive care unit.	Cogn. Technol. Work.	2007	DBLP DOI BibTeX RDF	Collaborative sensemaking, Intensive care unit work, Safety
32	Christian J. Schuh	Managing Uncertainty with Fuzzy-Automata and Control in an Intensive Care Environment.	IFSA (2)	2007	DBLP DOI BibTeX RDF	fuzzy automation, medical fuzzy applications, fuzzy logic, Uncertainty, decision making
32	Jiin-Chyr Hsu, Yung-fu Chen, Hsuan-Hung Lin, Chi-Hsiang Li, Xiaoyi Jiang 0001	Construction of Prediction Module for Successful Ventilator Weaning.	IEA/AIE	2007	DBLP DOI BibTeX RDF
32	Ana Ferreira 0001, Ricardo João Cruz Correia, Luis Antunes 0002, Ernesto Palhares, Pedro Manuel Vieira Marques, Pedro Costa, Altamiro da Costa Pereira	Integrity for Electronic Patient Record Reports.	CBMS	2004	DBLP DOI BibTeX RDF
32	Stephen Edward Rees, Charlotte Allerød, Søren Kjærgaard, Egon Toft, Per Thorgaard, Steen Andreassen	Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator (INVENT) System.	AIME	2001	DBLP DOI BibTeX RDF
32	Kyungsook Han, Dongkyu Lee	Web-Based Intelligent Call Center for an Intensive Care Unit.	Web Intelligence	2001	DBLP DOI BibTeX RDF
32	Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Jose María De la Rosa, María Luisa Mora	Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit.	AIMDM	1999	DBLP DOI BibTeX RDF
32	Christine L. Tsien, James C. Fackler	An Annotated Data Collection System to Support Intelligent Analysis of Intensive Care Unit Data.	IDA	1997	DBLP DOI BibTeX RDF
32	Timo Korpela, Bo Lundqvist	Forecasting System of an Employment Pension Scheme.	APL	1991	DBLP DOI BibTeX RDF	APL
32	Xinbiao Zhou, Hongyan Li 0002, Haibin Liu, Meimei Li, Lv-an Tang, Yu Fan, Zijing Hu	Monitoring Abnormal Patterns with Complex Semantics over ICU Data Streams.	IWICPAS	2006	DBLP DOI BibTeX RDF
32	Sylvie Charbonnier	On-Line Extraction of Successive Temporal Sequences from ICU High-Frequency Data for Decision Support Information.	AIME	2003	DBLP DOI BibTeX RDF
32	Apkar Salatian	Interpreting Historical ICU Data Using Associational and Temporal Reasoning.	ICTAI	2003	DBLP DOI BibTeX RDF
32	Yunan Wu, Bruno Miguel Machado Rocha, Evangelos Kaimakamis, Grigorios-Aris Cheimariotis, Georgios Petmezas, Evangelos Chatzis, Vassilis Kilintzis, Leandros Stefanopoulos, Diogo Pessoa, Alda Marques, Paulo Carvalho 0001, Rui Pedro Paiva, Serafeim Kotoulas, Militsa Bitzani, Aggelos K. Katsaggelos, Nicos Maglaveras	A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters.	Expert Syst. Appl.	2024	DBLP DOI BibTeX RDF
32	Munib Mesinovic, Peter J. Watkinson, Tingting Zhu 0001	XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients.	CoRR	2023	DBLP DOI BibTeX RDF
32	Nezir Aydin, Zeynep Cetinkale	Analyses on ICU and non-ICU capacity of government hospitals during the COVID-19 outbreak via multi-objective linear programming: An evidence from Istanbul.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
32	Audrey G. Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong	COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification.	CoRR	2021	DBLP BibTeX RDF
32	Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch	HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data.	CoRR	2021	DBLP BibTeX RDF
32	Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch	HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data.	NeurIPS Datasets and Benchmarks	2021	DBLP BibTeX RDF
32	Noah Newman, Sam Gilman, Matt Burdumy, Mekeleya Yimen, Omar Lattouf	A novel tool for patient data management in the ICU - Ensuring timely and accurate vital data exchange among ICU team members.	Int. J. Medical Informatics	2020	DBLP DOI BibTeX RDF
32	Marianna Diomidous, Paraskevi Ponirou, Zoi Mpizopoulou, Vaia Tzalera, Aggelos Mechili	Infection control and quality assurance of health services provided in ICU: development of an ICU website.	ICIMTH	2013	DBLP DOI BibTeX RDF
32	Samina K. Munir, Stephen Kay	Simplifying the complexity surrounding ICU work processes - Identifying the scope for information management in ICU settings.	Int. J. Medical Informatics	2005	DBLP DOI BibTeX RDF
28	Martin Christof Kindsmüller, Maral Haar, Hannes Schulz, Michael Herczeg	Designing User Interfaces for Smart-Applications for Operating Rooms and Intensive Care Units.	INTERACT (2)	2009	DBLP DOI BibTeX RDF	Smart-Applications, OR, ICU, User Interface, Healthcare, Safety Critical Systems
27	Anne Miller	A work domain analysis framework for modelling intensive care unit patients.	Cogn. Technol. Work.	2004	DBLP DOI BibTeX RDF	Abbreviations ADS Abstraction decomposition space, DST Dissipative structures theory, HIV/AIDS Human immunodeficiency virus/acquired immunodeficiency syndrome, ICU Intensive care unit, RDF Recursive diagnostic framework, RPD Recognition primed decision model, R-VSM Revised viable systems model, VSM Viable systems model, WDA Work domain analysis
16	Lauren Wilcox, Jie Lu 0002, Jennifer C. Lai, Steven Feiner, Desmond A. Jordan	Physician-driven management of patient progress notes in an intensive care unit.	CHI	2010	DBLP DOI BibTeX RDF	medical user interfaces, user interface, interaction techniques, input
16	Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Georgia Karagianni, G. Kyriazopoulos, Dimitrios Sfyras	Fuzzy Cognitive Map Based Approach for Assessing Pulmonary Infections.	ISMIS	2009	DBLP DOI BibTeX RDF
16	Carter Claiborne Price, Timothy Babineau, Bruce L. Golden, Bartley P. Griffith, Edward A. Wasil	Maximizing cardiac surgery throughput at a major hospital.	SpringSim	2008	DBLP DOI BibTeX RDF	hospital management, optimization, throughput
16	Laura Moss, Derek H. Sleeman, John Kinsella, Malcolm Sim	ACHE: An Architecture for Clinical Hypothesis Examination.	CBMS	2008	DBLP DOI BibTeX RDF
16	Hao-Yung Yang, Jiin-Chyr Hsu, Yung-fu Chen, Xiaoyi Jiang 0001, Tainsong Chen	Using support vector machine to construct a predictive model for clinical decision-making of ventilation weaning.	IJCNN	2008	DBLP DOI BibTeX RDF
16	Stefan Visscher, Peter J. F. Lucas, Ildikó Flesch, Karin Schurink	Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Processes.	AIME	2007	DBLP DOI BibTeX RDF
16	Soo-Yeon Ji, Toan Huynh, Kayvan Najarian	A Comparative Medical Informatics Approach to Traumatic Pelvic Injuries.	BIBM	2007	DBLP DOI BibTeX RDF
16	Hyung-Min Koo, In-Young Ko	A Cell-Based Approach for Evolutionary Component Repositories for Intelligent Service Robots.	AINA Workshops (1)	2007	DBLP DOI BibTeX RDF	Self-growing Software, Intelligent Service Robots, Distributed Ontology Repositories, Distributed Component Repositories
16	Mónica Sara Santos, João Falcão e Cunha, Altamiro da Costa Pereira	Usability Requirements for Improving the Infection Module of a Hospital Intensive Care Unit Information System.	DSV-IS	2006	DBLP DOI BibTeX RDF	Human Computer Interaction, Requirements Engineering, Medical Information Systems
16	Hyung-Min Koo, In-Young Ko	A Repository Framework for Self-Growing Robot Software.	APSEC	2005	DBLP DOI BibTeX RDF	Self-growing Software, Self-adaptive Software Intelligent Service Robots, Component Repositories
16	Liliane Pellegrin, Nathalie Bonnardel, François Antonini, Jacques Albanèse, Claude Martins, Hervé Chaudet	EORCA: A Collaborative Activities Representation for Building Guidelines from Field Observations.	AIME	2005	DBLP DOI BibTeX RDF	protocols and guidelines, collaborative human problem solving, cognitive modeling, knowledge engineering, Intensive Care
16	Stefan Visscher, Peter J. F. Lucas, Karin Schurink, Marc Bonten	Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data.	AIME	2005	DBLP DOI BibTeX RDF
16	Ting Yin, Hongyan Li 0002, Zijing Hu, Yu Fan, Jianlong Gao, Shiwei Tang	A Hybrid Method for Detecting Data Stream Changes with Complex Semantics in Intensive Care Unit.	ASIAN	2005	DBLP DOI BibTeX RDF
16	Arnaud Quirin, Jerzy Korczak 0001, Martin V. Butz, David E. Goldberg	Analysis and Evaluation of Learning Classifier Systems applied to Hyperspectral Image Classification.	ISDA	2005	DBLP DOI BibTeX RDF
16	Marianne C. Maass, Reima Suomi	Adoption-related Aspects of an Information System in a Health Care Setting.	HICSS	2004	DBLP DOI BibTeX RDF
16	Manuel Campos, José T. Palma, Roque Marín, B. Llamas, A. González	A Model for Fuzzy Temporal Reasoning on a Database.	CAEPIA	2003	DBLP DOI BibTeX RDF
16	José T. Palma, B. Llamas, A. González, M. Menárguez	Acquisition and Representation of Causal and Temporal Knowledge in Medical Domains.	KES	2003	DBLP DOI BibTeX RDF
16	Max Chacón, Oreste Luci	Patients Classification by Risk Using Cluster Analysis and Genetic Algorithms.	CIARP	2003	DBLP DOI BibTeX RDF
16	Yoonki Song, Dongsoo Han	Exception Specification and Handling in Workflow Systems.	APWeb	2003	DBLP DOI BibTeX RDF
16	Carlos Dafonte, Ángel Gómez, Bernardino Arcay Varela, Alfonso Castro Martínez, Javier Pereira 0001	3D Visualization Module in a Telemedicine Project.	CBMS	2002	DBLP DOI BibTeX RDF	Multimedia Visualization, Intelligent Medical Systems, Monitorization, Telemedicine, Man-Machine Interface
16	William C. Shoemaker, Charles C. J. Wo, Andreas Botnen, Roger W. Jelliffe, David S. Bayard	Development of a Hemodynamic Database in Severe Trauma Patients to Define Optimal Goals and Predict Outcome.	CBMS	2001	DBLP DOI BibTeX RDF
16	Nicolette de Bruijn, Peter J. F. Lucas, Karin Schurink, Marc Bonten, Andy Hoepelman	Using Temporal Probabilistic Knowledge for Medical Decision Making.	AIME	2001	DBLP DOI BibTeX RDF
16	Rainer Schmidt 0002, Lothar Gierl	Prognoses for Multiparametric Time Courses.	ISMDA	2000	DBLP DOI BibTeX RDF
16	M. Michael Shabot, Mark LoBue, Jeannie Chen	Wireless Clinical Alerts for Critical Medication, Laboratory and Physiologic Data.	HICSS	2000	DBLP DOI BibTeX RDF
16	Jim Hunter, Neil McIntosh	Knowledge-Based Event Detection in Complex Time Series Data.	AIMDM	1999	DBLP DOI BibTeX RDF
16	Haowen Wang, Jia Huang, Guowei Wang, Hongzhou Lu, Wenjin Wang 0002	Contactless Patient Care Using Hospital IoT: CCTV-Camera-Based Physiological Monitoring in ICU.	IEEE Internet Things J.	2024	DBLP DOI BibTeX RDF
16	Jiang Liu, Yihao Xie, Xin Shu, Yuwen Chen, Yizhu Sun, Kunhua Zhong, Hao Liang, Yujie Li, Chunyong Yang, Yan Han, Yuwei Zou, Ziting Zhuyi, Jiahao Huang, Junhong Li, Xiaoyan Hu, Bin Yi	Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU.	Artif. Intell. Medicine	2024	DBLP DOI BibTeX RDF
16	Riaz Uddin, Abdullah Haider Ali, Syed Murtaza Hassan Kazmi, Madiha Akbar	Rapid Design of an ICU Ventilator: An Approach Based on Smart Switching of Compressed Air-Oxygen.	IEEE Trans. Biomed. Circuits Syst.	2024	DBLP DOI BibTeX RDF
16	Zongliang Ji, Anna Goldenberg, Rahul G. Krishnan	Measurement Scheduling for ICU Patients with Offline Reinforcement Learning.	CoRR	2024	DBLP DOI BibTeX RDF
16	Samuel Kernan Freire, Margo M. C. van Mol, Carola Schol, Elif Özcan Vieira	Enhancing ICU Patient Recovery: Using LLMs to Assist Nurses in Diary Writing.	CoRR	2024	DBLP DOI BibTeX RDF
16	Hollan Haule, Ian Piper, Patricia Jones, Tsz-Yan Milly Lo, Javier Escudero	Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signals.	CoRR	2024	DBLP DOI BibTeX RDF
16	Harry Mayne, Guy Parsons, Adam Mahdi	Unsupervised Learning Approaches for Identifying ICU Patient Subgroups: Do Results Generalise?	CoRR	2024	DBLP DOI BibTeX RDF
16	Alexandra Kakadiaris	Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay Prediction.	CoRR	2024	DBLP DOI BibTeX RDF
16	Nur Yildirim, Susanna Zlotnikov, Aradhana Venkat, Gursimran Chawla, Jennifer Kim, Leigh A. Bukowski, Jeremy M. Kahn, James McCann, John Zimmerman	Investigating Why Clinicians Deviate from Standards of Care: Liberating Patients from Mechanical Ventilation in the ICU.	CoRR	2024	DBLP DOI BibTeX RDF
16	Scott Siegel, Jiaqing Zhang, Sabyasachi Bandyopadhyay, Subhash Nerella, Brandon Silva, Tezcan Baslanti, Azra Bihorac, Parisa Rashidi	Leveraging Computer Vision in the Intensive Care Unit (ICU) for Examining Visitation and Mobility.	CoRR	2024	DBLP DOI BibTeX RDF
16	Alireza Rafiei, Ronald Moore, Tilendra Choudhary, Curtis Marshall, Geoffrey Smith, John D. Roback, Ravi M. Patel, Cassandra D. Josephson, Rishikesan Kamaleswaran	Robust Meta-Model for Predicting the Need for Blood Transfusion in Non-traumatic ICU Patients.	CoRR	2024	DBLP DOI BibTeX RDF
16	Dongyang Che, Jinlin Hu, Jialiang Zhu, Jun Lyu, Xiaoshen Zhang	Development and validation of a nomogram for predicting in-hospital mortality in ICU patients with infective endocarditis.	BMC Medical Informatics Decis. Mak.	2024	DBLP DOI BibTeX RDF
16	Pei-Yu Dai, Yu-Cheng Wu, Ruey-Kai Sheu, Chieh-Liang Wu, Shu-Fang Liu, Pei-Yi Lin, Wei-Lin Cheng, Guan-Yin Lin, Huang-Chien Chung, Lun-Chi Chen	An automated ICU agitation monitoring system for video streaming using deep learning classification.	BMC Medical Informatics Decis. Mak.	2024	DBLP DOI BibTeX RDF
16	Yang Chen, Ling Wang 0013, Guorong Wang, Shuang Yang, Yingying Wang, MingFang Xiang, Xuan Zhang, Hui Chen, Dekun Hu, Hong Cheng 0002	Spatio-temporal features for fast early warning of unplanned self-extubation in ICU.	Eng. Appl. Artif. Intell.	2024	DBLP DOI BibTeX RDF
16	Xin Yuan, Zhen Cui, Dingfan Xu, Shuai Zhang, Cancan Zhao, Xinbao Wu, Tongyu Jia, Bo Ouyang	Occluded Facial Pain Assessment in the ICU Using Action Units Guided Network.	IEEE J. Biomed. Health Informatics	2024	DBLP DOI BibTeX RDF
16	Ghaida S. Alsaab, Sarah A. Alkhodair	Investigating the Impact of Ventilator Bundle Compliance Rates on Predicting ICU Patients with Risk for Hospital-Acquired Ventilator-Associated Pneumonia Infection in Saudi Arabia.	BIOSTEC (2)	2024	DBLP DOI BibTeX RDF
16	Mustafa Kemal Arslantas, Tunç Asuroglu, Reyhan Arslantas, Emin Pashazade, Pelin Corman Dincer, Gulbin Tore Altun, Alper Kararmaz	Using Machine Learning Methods to Predict the Lactate Trend of Sepsis Patients in the ICU.	NCDHWS (2)	2024	DBLP DOI BibTeX RDF
16	Lauren Southerland, Jing Peng, Edward Boyer, Nathan Brummel	Hospital Delirium is Associated with Lower Mean Activity Counts: Secondary Analysis of a Large Cohort Study of ICU Patients.	HICSS	2024	DBLP BibTeX RDF
16	Ajay Joshi, Lynne Baillie, Carl Bettosi	A Robot-Administered ICU Confusion Assessment with Brain-Computer Interface Control.	HRI (Companion)	2024	DBLP DOI BibTeX RDF
16	Sara Saadatmand, Khodakaram Salimifard, Reza Mohammadi 0002, Alex Kuiper, Maryam Marzban, Akram Farhadi	Using machine learning in prediction of ICU admission, mortality, and length of stay in the early stage of admission of COVID-19 patients.	Ann. Oper. Res.	2023	DBLP DOI BibTeX RDF
16	Zhenkun Shi, Sen Wang 0001, Lin Yue, Yijia Zhang, Binod Kumar Adhikari, Shuai Xue, Wanli Zuo, Xue Li 0001	Dual-core mutual learning between scoring systems and clinical features for ICU mortality prediction.	Inf. Sci.	2023	DBLP DOI BibTeX RDF
16	Chun-Han Lin, Chien-Liang Liu	Prediction of Blood Glucose Concentration Based on OptiScanner and XGBoost in ICU.	IEEE Access	2023	DBLP DOI BibTeX RDF
16	Mingyi Wei, Zhejun Huang, Diping Yuan, Lili Yang 0001	Predicting ICU Mortality Based on Generative Adversarial Nets and Ensemble Methods.	IEEE Access	2023	DBLP DOI BibTeX RDF
16	Maali Alabdulhafith, Hager Saleh, Hela Elmannai, Zainab Hassan Ali, Shaker H. Ali El-Sappagh, Jong Wan Hu, Nora El-Rashidy	A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence.	IEEE Access	2023	DBLP DOI BibTeX RDF
16	Ting Deng, Hazlina Hamdan, Razali Yaakob, Khairul Azhar Kasmiran	Personalized Federated Learning for In-Hospital Mortality Prediction of Multi-Center ICU.	IEEE Access	2023	DBLP DOI BibTeX RDF
16	Bernardo F. Quiroga, Cristián Vásquez, M. Ignacia Vicuña	Nonlinear time-series forecasts for decision support: short-term demand for ICU beds in Santiago, Chile, during the 2021 COVID-19 pandemic.	Int. Trans. Oper. Res.	2023	DBLP DOI BibTeX RDF
16	Jingchi Jiang, Xuehui Yu, Boran Wang, Linjiang Ma, Yi Guan	DECAF: An interpretable deep cascading framework for ICU mortality prediction.	Artif. Intell. Medicine	2023	DBLP DOI BibTeX RDF
16	Zhendong Wang, Isak Samsten, Vasiliki Kougia, Panagiotis Papapetrou	Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients.	Artif. Intell. Medicine	2023	DBLP DOI BibTeX RDF
16	Md. Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul M. Griffin, Mohammad Adibuzzaman	Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU.	Artif. Intell. Medicine	2023	DBLP DOI BibTeX RDF
16	Daniel P. Püttmann, Rowdy de Groot, Nicolette de Keizer, Ronald Cornet, Paul W. G. Elbers, Dave Dongelmans, Ferishta Bakhshi-Raiez	Assessing the FAIRness of databases on the EHDEN portal: A case study on two Dutch ICU databases.	Int. J. Medical Informatics	2023	DBLP DOI BibTeX RDF
16	Jarne Verhaeghe, Thomas De Corte, Christopher M. Sauer, Tom Hendriks, Olivier W. M. Thijssens, Femke Ongenae, Paul W. G. Elbers, Jan J. De Waele, Sofie Van Hoecke	Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients.	Int. J. Medical Informatics	2023	DBLP DOI BibTeX RDF
16	Wanqiu Xie, Yue Li, Xianglin Meng, Mingyan Zhao	Machine learning prediction models and nomogram to predict the risk of in-hospital death for severe DKA: A clinical study based on MIMIC-IV, eICU databases, and a college hospital ICU.	Int. J. Medical Informatics	2023	DBLP DOI BibTeX RDF
16	Mehrdad Karajizadeh, Farid Zand, Afsaneh Vazin, Hamid Reza Saeidnia, Brady D. Lund, Sai Priya Tummuru, Roxana Sharifian	Design, development, implementation, and evaluation of a severe drug-drug interaction alert system in the ICU: An analysis of acceptance and override rates.	Int. J. Medical Informatics	2023	DBLP DOI BibTeX RDF