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GrowBag graphs for keyword ? (Num. hits/coverage)
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Results
Found 531 publication records. Showing 530 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
123 | Yuan Wang, Guy Carrault, Alain Beuchee, Lotfi Senhadji, Huazhong Shu |
HRV complexity as a diagnostic tool for late onset sepsis in sick premature infants. |
BIBE |
2008 |
DBLP DOI BibTeX RDF |
|
68 | Kate Honeyford, Graham S. Cooke, Anne Kinderlerer, Elizabeth Williamson, Mark Gilchrist, Alison H. Holmes, The Sepsis Big Room, Ben Glampson, Abdulrahim Mulla, Ceire Costelloe |
Evaluating a digital sepsis alert in a London multisite hospital network: a natural experiment using electronic health record data. |
J. Am. Medical Informatics Assoc. |
2020 |
DBLP DOI BibTeX RDF |
|
63 | Wayne W. Wakeland, Louis M. Macovsky, Gary An |
A hybrid simulation model for studying acute inflammatory response. |
SpringSim (2) |
2007 |
DBLP BibTeX RDF |
inflammation, sepsis, system dynamics, agent model, hybrid model, MOF |
53 | Olufemi King, Mahdi Mahfouf, Jonathan J. Ross, Mouloud Azzedine Denaï |
Physiological Modelling and Multivariable SOFLC of Drug Administration for Critically III Patients. |
FUZZ-IEEE |
2007 |
DBLP DOI BibTeX RDF |
|
50 | Robert C. Amland, Bharat B. Sutariya |
Quick Sequential [Sepsis-related] Organ Failure Assessment (qSOFA) and St. John Sepsis Surveillance Agent to Detect Patients At-Risk of Sepsis: An Observational Cohort Study. |
AMIA |
2017 |
DBLP BibTeX RDF |
|
34 | A. Safiya Parvin, B. Saleena |
Analysis of machine learning and deep learning prediction models for sepsis and neonatal sepsis: A systematic review. |
ICT Express |
2023 |
DBLP DOI BibTeX RDF |
|
34 | Bairui Zhang, Qianlong Cai, Junyang Ding, Kaitao Yuan |
Factors that increase the mortality of sepsis and personalized medication for patients with sepsis. |
ISAIMS |
2023 |
DBLP DOI BibTeX RDF |
|
34 | Ayesha Williams-Bhatti, David Carruthers, Andrew Sean Wilson |
SEPSIS COLLAB: A Virtual Reality Training Simulation For Sepsis Treatment. |
VRW |
2023 |
DBLP DOI BibTeX RDF |
|
34 | Umut Kaya |
Sepsis hastalığının derin öğrenme yöntemiyle tahmini (Sepsis disease prediction by deep learning) |
|
2022 |
RDF |
|
34 | Nazmus Sakib, Shiyu Tian, Md Munirul Haque, Rumi Ahmed Khan, Sheikh Iqbal Ahamed |
SepINav (Sepsis ICU Navigator): A data-driven software tool for sepsis monitoring and intervention using Bayesian Online Change Point Detection. |
SoftwareX |
2021 |
DBLP DOI BibTeX RDF |
|
34 | Hoyt Burdick, Eduardo Pino, Denise Gabel-Comeau, Carol Gu, Jonathan Roberts, Sidney Le, Joseph Slote, Nicholas Saber, Emily Pellegrini, Abigail Green-Saxena, Jana L. Hoffman, Ritankar Das |
Validation of a machine learning algorithm for early severe sepsis prediction: a retrospective study predicting severe sepsis up to 48 h in advance using a diverse dataset from 461 US hospitals. |
BMC Medical Informatics Decis. Mak. |
2020 |
DBLP DOI BibTeX RDF |
|
34 | Jacquelyn D. Parente, J. Geoffrey Chase, Knut Moeller, Geoffrey M. Shaw |
Quantifying misclassification and bias errors due to hierarchical sepsis scores in real-time sepsis diagnosis. |
Biomed. Signal Process. Control. |
2020 |
DBLP DOI BibTeX RDF |
|
34 | Gavin Tsang, Xianghua Xie |
Deep Learning Based Sepsis Intervention: The Modelling and Prediction of Severe Sepsis Onset. |
ICPR |
2020 |
DBLP DOI BibTeX RDF |
|
34 | Amirhossein Kiani, Chris Wang, Angela Xu |
Sepsis World Model: A MIMIC-based OpenAI Gym "World Model" Simulator for Sepsis Treatment. |
CoRR |
2019 |
DBLP BibTeX RDF |
|
34 | Soodabeh Sarafrazi, Rohini S. Choudhari, Chiral Mehta, Himanshi K. Mehta, Omid K. Japalaghi, Jie Han, Kinjal A Mehta, Hyunyoung Han, Patricia Francis-Lyon |
Cracking the "Sepsis" Code: Assessing Time Series Nature of EHR Data, and Using Deep Learning for Early Sepsis Prediction. |
CinC |
2019 |
DBLP DOI BibTeX RDF |
|
34 | Michael Rothman, Kathy Belk, Robert Fogerty |
A Visual Consideration of Sepsis Deaths and Non-sepsis Deaths with a Finely Graduated Measure of Patient Acuity: Should We Just Focus on Who is Sick? |
AMIA |
2019 |
DBLP BibTeX RDF |
|
34 | Mahita Razanakolona |
Effets anti-inflammatoires de l'inhibiteur dépendant de la protéine Z : intérêt potentiel comme traitement adjuvant du sepsis. (Anti-inflammatory effects of Protein Z-dependent protease inhibitor (ZPI) : potential benefit on sepsis adjuvant therapy). |
|
2018 |
RDF |
|
34 | Fatanah M. Suhaimi, J. Geoffrey Chase, Christopher G. Pretty, Geoffrey M. Shaw, Normy N. Razak, Ummu K. Jamaludin |
Insulin sensitivity and sepsis score: A correlation between model-based metric and sepsis scoring system in critically ill patients. |
Biomed. Signal Process. Control. |
2017 |
DBLP DOI BibTeX RDF |
|
34 | Cláudia Sofia Ribeiro, Micaela Monteiro, Jannicke Baalsrud Hauge, João Madeiras Pereira, Tiago Antunes |
Sepsis Fast Track: A simulation game for Clinical education based on the Sepsis Fast Track protocol. |
SeGAH |
2016 |
DBLP DOI BibTeX RDF |
|
34 | Nourtan Abdeltawab, Lu Lu 0004, Robert W. Williams, Malak Kotb |
Meta-analysis of genes within QTLs of group A streptococcal sepsis and their expression QTLs reveal pathways modulating host differential response to streptococcal sepsis. |
BMC Bioinform. |
2012 |
DBLP DOI BibTeX RDF |
|
34 | Manfred Weiss, Markus Huber-Lang, Michael Taenzer, Karl Traeger, Juergen Altherr, Martina Kron, Birgit Hay, Marion Schneider |
Different patient case mix by applying the 2003 SCCM/ESICM/ACCP/ATS/SIS sepsis definitions instead of the 1992 ACCP/SCCM sepsis definitions in surgical patients: a retrospective observational study. |
BMC Medical Informatics Decis. Mak. |
2009 |
DBLP DOI BibTeX RDF |
|
26 | Linda Peelen, Michel C. A. Klein, Stefan Schlobach, Nicolette de Keizer, Niels Peek |
Analyzing Differences in Operational Disease Definitions Using Ontological Modeling. |
AIME |
2007 |
DBLP DOI BibTeX RDF |
|
17 | Merve Apalak, Kamran Kiasaleh |
Advancing Early Detection of Sepsis With Temporal Convolutional Networks Using ECG Signals. |
IEEE Access |
2024 |
DBLP DOI BibTeX RDF |
|
17 | 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 |
|
17 | Xue Feng, Siyi Zhu, Yanfei Shen, Huaiping Zhu, Molei Yan, Guolong Cai, Gangmin Ning |
Multi-organ spatiotemporal information aware model for sepsis mortality prediction. |
Artif. Intell. Medicine |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Fahim Mohammad, Lakshmi Arunachalam, Samanway Sadhu, Boudewijn Aasman, Shweta Garg 0005, Adil Ahmed, Silvie Colman, Meena Arunachalam, Sudhir Kulkarni, Parsa Mirhaji |
Early prediction of onset of sepsis in Clinical Setting. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Dipesh Tamboli, Jiayu Chen, Kiran Pranesh Jotheeswaran, Denny Yu, Vaneet Aggarwal |
Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Transformer. |
CoRR |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Yinghao Luo, Yahui Peng, Yujia Tang, Pengfei Huang, Qianqian Zhang, Chunying Wang, Weiting Zhang, Jing Zhou, Longyu Liang, YuXin Zhang, Kaijiang Yu, Changsong Wang |
Effect of early serum phosphate disorder on in-hospital and 28-day mortality in sepsis patients: a retrospective study based on MIMIC-IV database. |
BMC Medical Informatics Decis. Mak. |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Aaron Boussina, Supreeth P. Shashikumar, Atul Malhotra, Robert L. Owens, Robert El-Kareh, Christopher A. Longhurst, Kimberly Quintero, Allison Donahue, Theodore C. Chan, Shamim Nemati, Gabriel Wardi |
Impact of a deep learning sepsis prediction model on quality of care and survival. |
npj Digit. Medicine |
2024 |
DBLP DOI BibTeX RDF |
|
17 | Camelia Maleki, Frederik Gailly |
Exploring the Power of Triple Crown Process Modeling in Healthcare: Sepsis Case. |
BIOSTEC (2) |
2024 |
DBLP DOI BibTeX RDF |
|
17 | 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 |
|
17 | Melissa Y. Yan, Lise Tuset Gustad, Lise Husby Høvik, Øystein Nytrø |
Terminology and ontology development for semantic annotation: A use case on sepsis and adverse events. |
Semantic Web |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Bilal Yaseen Al-Mualemi, Lu Lu 0011 |
Characterization of heart rate variability and oxygen saturation in sepsis patients. |
Expert Syst. J. Knowl. Eng. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Pedro Martínez-Paz, Javier Gomez-Pilar, Marta Martín-Fernández, Francisco C. Ceballos, Esther Gómez-Sánchez, Roberto Hornero, Eduardo Tamayo |
Gene Co-Expression Networks Offer New Perspectives on Sepsis Pathophysiology. |
IEEE ACM Trans. Comput. Biol. Bioinform. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Zhong-Hua Chen, Wen-Yuan Zhang, Hui Ye, Yu-Qian Guo, Kai Zhang, Xiang-Ming Fang |
A signature of immune-related genes correlating with clinical prognosis and immune microenvironment in sepsis. |
BMC Bioinform. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Weiwei Qian, Jian Zhou, Songtao Shou |
Exploration of m6A methylation regulators as epigenetic targets for immunotherapy in advanced sepsis. |
BMC Bioinform. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ahmed S. Alfakeeh, Mhd Saeed Sharif, Abin Daniel Zorto, Thiago Pillonetto |
Conditional Tabular Generative Adversarial Net for Enhancing Ensemble Classifiers in Sepsis Diagnosis. |
Appl. Comput. Intell. Soft Comput. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Anton H. van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J. Schnetler, Vikrant R. Kalke, Paul J. Lane |
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework. |
J. Am. Medical Informatics Assoc. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ali Jazayeri, Christopher C. Yang, Muge Capan |
Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis. |
Artif. Intell. Medicine |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Keyvan Rahmani, Rahul Thapa, Pei-Ling Tsou, Satish Casie Chetty, Gina Barnes, Carson K. Lam, Chak Foon Tso |
Assessing the effects of data drift on the performance of machine learning models used in clinical sepsis prediction. |
Int. J. Medical Informatics |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Idris Adjerid, Mehmet U. S. Ayvaci, Özalp Özer |
Value of Algorithm-Enabled Process Innovation: The Case of Sepsis. |
Manuf. Serv. Oper. Manag. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ruoqi Liu, Katherine M. Hunold, Jeffrey M. Caterino, Ping Zhang 0016 |
Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis. |
Nat. Mac. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Anna Wong, Shu Ge, Nassim Oufattole, Adam Dejl, Megan Su, Ardavan Saeedi, Li-Wei H. Lehman |
A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Alireza Bakhshi, Erfan Hassannayebi, Amir Hossein Sadeghi |
Optimizing Sepsis Care through Heuristics Methods in Process Mining: A Trajectory Analysis. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Mozhgan Salimiparsa, Surajsinh Parmar, San Lee, Choongmin Kim, Yonghwan Kim, Jang Yong Kim |
Investigating Poor Performance Regions of Black Boxes: LIME-based Exploration in Sepsis Detection. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Anubhav Bhatti, Naveen Thangavelu, Marium Hassan, Choongmin Kim, San Lee, Yonghwan Kim, Jang Yong Kim |
Interpreting Forecasted Vital Signs Using N-BEATS in Sepsis Patients. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Anubhav Bhatti, Yuwei Liu, Chen Dan 0005, Bingjie Shen, San Lee, Yonghwan Kim, Jang Yong Kim |
Vital Sign Forecasting for Sepsis Patients in ICUs. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yuhe Ke, Matilda Swee Sun Tang, Celestine Jia Ling Loh, Hairil Rizal Abdullah, Nicholas Brian Shannon |
Cluster trajectory of SOFA score in predicting mortality in sepsis. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das |
SEPSIS: I Can Catch Your Lies - A New Paradigm for Deception Detection. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Kevin Ewig, Xiangwen Lin, Tucker Stewart, Katherine Stern, Grant E. O'Keefe, Ankur Teredesai, Juhua Hu |
Multi-Subset Approach to Early Sepsis Prediction. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Surajsinh Parmar, Tao Shan, San Lee, Yonghwan Kim, Jang Yong Kim |
Extending Machine Learning-Based Early Sepsis Detection to Different Demographics. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Mehak Arora, Hassan Mortagy, Nathan Dwarshius, Swati Gupta 0001, Andre L. Holder, Rishikesan Kamaleswaran |
Mixed-Integer Projections for Automated Data Correction of EMRs Improve Predictions of Sepsis among Hospitalized Patients. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ruiqing Ding, Fangjie Rong, Xiao Han 0001, Leye Wang |
Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Tucker Stewart, Katherine Stern, Grant E. O'Keefe, Ankur Teredesai, Juhua Hu |
NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu 0003, Bingsheng Yao, Melanie Tory, Lace M. K. Padilla, Jeffrey M. Caterino, Ping Zhang 0016, Dakuo Wang |
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Kavita Joshi, Shradheya R. R. Gupta, Shubham Verma, Rakesh Sharma, Sameer Qureshi, Mansoor Ali Syed, Vandana Nunia |
Virtual screening of plant phytochemicals to discover potent Janus kinase-1 inhibitors against severe COVID-19 and sepsis. |
Int. J. Comput. Biol. Drug Des. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Priti Shaw, Kaustubh Pachpor, Suresh Sankaranarayanan |
Explainable AI Enabled Infant Mortality Prediction Based on Neonatal Sepsis. |
Comput. Syst. Sci. Eng. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yan Zhang, Weiwei Xu, Ping Yang, An Zhang 0013 |
Machine learning for the prediction of sepsis-related death: a systematic review and meta-analysis. |
BMC Medical Informatics Decis. Mak. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Tianlai Lin, Xinjue Zhang, Jianbing Gong, Rundong Tan, Weiming Li, Lijun Wang, Yingxia Pan, Xiang Xu, Junhui Gao |
A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients. |
BMC Medical Informatics Decis. Mak. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Qiong Gu, Shucong Yang, DanTing Fei, Yuting Lu, Huijie Yu |
A nomogram for predicting sepsis-associated delirium: a retrospective study in MIMIC III. |
BMC Medical Informatics Decis. Mak. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Jinhu Zhuang, Haofan Huang, Song Jiang, Jianwen Liang, Yong Liu, Xiaxia Yu |
A generalizable and interpretable model for mortality risk stratification of sepsis patients in intensive care unit. |
BMC Medical Informatics Decis. Mak. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Chao Yu 0004, Qikai Huang |
Towards more efficient and robust evaluation of sepsis treatment with deep reinforcement learning. |
BMC Medical Informatics Decis. Mak. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Xiaodan Wu, Ruichang Li, Zhen He, Tianzhi Yu, Changqing Cheng |
A value-based deep reinforcement learning model with human expertise in optimal treatment of sepsis. |
npj Digit. Medicine |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Dayang Liang, Huiyi Deng, Yunlong Liu 0003 |
The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach. |
Appl. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, José Cristóbal Riquelme Santos, Isabel A. Nepomuceno-Chamorro |
Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study. |
Appl. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yongrui Duan, Jiazhen Huo, Mingzhou Chen, Fenggang Hou, Guoliang Yan, Shufang Li, Haihui Wang |
Early prediction of sepsis using double fusion of deep features and handcrafted features. |
Appl. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Siwen Zhang, Yongrui Duan, Fenggang Hou, Guoliang Yan, Shufang Li, Haihui Wang, Liang Zhou |
Early prediction of sepsis using a high-order Markov dynamic Bayesian network (HMDBN) classifier. |
Appl. Intell. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Yutao Dou, Wei Li, Yucen Nan, Yidi Zhang, Shaoliang Peng |
Feature augmentation and semi-supervised conditional transfer learning for early detection of sepsis. |
Comput. Biol. Medicine |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Merel van den Berg, O'Jay A. G. Medina, Ingmar P. Loohuis, Michiel van der Flier, Jeroen Dudink, Manon J. N. L. Benders, Richard Bartels, Daniel Vijlbrief |
Development and clinical impact assessment of a machine-learning model for early prediction of late-onset sepsis. |
Comput. Biol. Medicine |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Kai Yang, Lin Gao, HongXia Hao, Liang Yu |
Identification of a novel gene signature for the prognosis of sepsis. |
Comput. Biol. Medicine |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Mahbub Ul Alam 0001, Rahim Rahmani |
FedSepsis: A Federated Multi-Modal Deep Learning-Based Internet of Medical Things Application for Early Detection of Sepsis from Electronic Health Records Using Raspberry Pi and Jetson Nano Devices. |
Sensors |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Zheng Peng 0006, Gabriele Varisco, Xi Long, Rong-Hao Liang, Deedee Kommers, Ward Cottaar, Peter Andriessen, Carola van Pul |
A Continuous Late-Onset Sepsis Prediction Algorithm for Preterm Infants Using Multi-Channel Physiological Signals From a Patient Monitor. |
IEEE J. Biomed. Health Informatics |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Hao Dai, Hsin-Ginn Hwang, Vincent S. Tseng |
PoEMS: Policy Network-Based Early Warning Monitoring System for Sepsis in Intensive Care Units. |
IEEE J. Biomed. Health Informatics |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ruiqing Ding, Yu Zhou, Jie Xu, Yan Xie, Qiqiang Liang, He Ren, Yixuan Wang, Yanlin Chen, Leye Wang, Man Huang |
Cross-Hospital Sepsis Early Detection via Semi-Supervised Optimal Transport With Self-Paced Ensemble. |
IEEE J. Biomed. Health Informatics |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Zhengyu Jiang, Lulong Bo, Lei Wang, Yan Xie, Jianping Cao, Ying Yao, Wenbin Lu, Xiaoming Deng 0004, Tao Yang, Jinjun Bian |
Interpretable machine-learning model for real-time, clustered risk factor analysis of sepsis and septic death in critical care. |
Comput. Methods Programs Biomed. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Parham Porouhan |
Treatment process conformance checking of patients (with sepsis and septic shock) in compliance with SSC and WMA using fuzzy miner algorithm in Fluxicon Disco. |
Int. J. Appl. Decis. Sci. |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Lakshita Singh, Lakshay Kamra, Muskan Agarwal, Anjana Gupta, H. C. Taneja |
Intelligent Medical Decision Making for Sepsis Detection using Reinforcement Learning. |
IVUS |
2023 |
DBLP BibTeX RDF |
|
17 | Christina-Athanasia I. Alexandropoulou, Ilias E. Panagiotopoulos, Styliani Kleanthous, George Dimitrakopoulos 0001, Ioannis Constantinou, Elena Politi, Dimitrios Ntalaperas, Xanthi S. Papageorgiou, Charithea Stylianides, Nikos Ioannides, Lakis Palazis, Constantinos S. Pattichis, Andreas S. Panayides |
AI-Enabled Solutions, Explainability and Ethical Concerns for Predicting Sepsis in ICUs: A Systematic Review. |
e-Science |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Jinghua Xu, Natalia Minakova, Pablo Ortega Sanchez, Stefan Riezler |
Early Prediction of Sepsis Using Time Series Forecasting. |
e-Science |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Duc-Long Vu, Hai-Chau Le |
Efficient Machine Learning-based Gene Selection Exploiting Immune-related Biomarkers and Recursive Feature Elimination for Sepsis Diagnosis. |
SoICT |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Rahma Hellali, Zaineb Chelly Dagdia, Karine Zeitouni |
Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets. |
FedCSIS |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ruiqing Ding, Fangjie Rong, Xiao Han 0001, Leye Wang |
Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals. |
WWW |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Fatemeh Amrollahi, Supreeth Prajwal Shashikumar, Aaron Boussina, Haben Yhdego, Arshia Nayebnazar, Nathan Yung, Gabriel Wardi, Shamim Nemati |
Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data. |
EMBC |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Simon Lyra, Jinyi Jin, Steffen Leonhardt, Markus Lüken |
Early Prediction of Neonatal Sepsis From Synthetic Clinical Data Using Machine Learning. |
EMBC |
2023 |
DBLP DOI BibTeX RDF |
|
17 | J. Sasi Kiran, J. Avanija, Avala Raji Reddy, G. Naga Rama Devi, N. S. Charan, Tabeen Fatima |
Early Prediction of Sepsis Utilizing Machine Learning Models. |
FICTA (1) |
2023 |
DBLP DOI BibTeX RDF |
|
17 | E. Laxmi Lydia, Sara A. Althubiti, C. S. S. Anupama, Kollati Vijaya Kumar |
Prediction of Sepsis Disease Using Random Search to Optimize Hyperparameter Tuning Based on Lazy Predict Model. |
FICTA (2) |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Song Wei, Yao Xie 0002, Christopher S. Josef, Rishikesan Kamaleswaran |
Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes. |
KDD |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Ling Li 0002, Kasun Rathnayake, Scott R. Walter, Mary Fullick, Amith Shetty, Paul Hudson, Harvey Lander, Johanna I. Westbrook |
Blood Culture Ordering After Sepsis Alerts and Subsequent Patient Outcomes: An Electronic Health Record-Based Study. |
MedInfo |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Khalia Ackermann, Johanna I. Westbrook, Ling Li 0002 |
Usability of Clinical Decision Support for Adult Sepsis Detection. |
MedInfo |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Christoph Düsing, Philipp Cimiano |
Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction. |
AIME |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Zhang Leyi, Long Yingjie, Hu Yingbiao, Huinian Li |
LXLMEPS: Leveraging the XGB-lCE-Based Model for Early Prediction of Sepsis. |
ICIC (3) |
2023 |
DBLP DOI BibTeX RDF |
|
17 | Mozhgan Salimiparsa, Surajsinh Parmar, San Lee, Choongmin Kim, Yonghwan Kim, Jang Yong Kim |
Investigating Poor Performance Regions of Black Boxes: LIME-based Exploration in Sepsis Detection. |
xAI (Late-breaking Work, Demos, Doctoral Consortium) |
2023 |
DBLP BibTeX RDF |
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17 | Anubhav Bhatti, Naveen Thangavelu, Marium Hassan, Choongmin Kim, San Lee, Yonghwan Kim, Jang Yong Kim |
Interpreting Forecasted Vital Signs Using N-BEATS in Sepsis Patients. |
xAI (Late-breaking Work, Demos, Doctoral Consortium) |
2023 |
DBLP BibTeX RDF |
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17 | Sina Pourang, Michael A. Suster, Asha Thomas, Stephanie D. Lapping, Lalitha V. Nayak, Pedram Mohseni |
Comparison of Whole Blood Coagulation Profiles in COVID-19 and Sepsis Patients Using a Handheld Dielectric Coagulometer. |
BioCAS |
2023 |
DBLP DOI BibTeX RDF |
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17 | Tucker Stewart, Katherine Stern, Grant E. O'Keefe, Ankur Teredesai, Juhua Hu |
NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients. |
IEEE Big Data |
2023 |
DBLP DOI BibTeX RDF |
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17 | Yen-Tzu Lu, Wen-Yen Chang, Kun-Chan Lan, Yung-Chieh Lin |
Visualization of Heart Rate Abnormality and Its Application for Detection of Possible False-positive Neonatal Sepsis. |
MeMeA |
2023 |
DBLP DOI BibTeX RDF |
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17 | Yanyi Jenny Ding, Zhidi Luo, Mindy Szeto, Yuan Luo 0001, L. Nelson Sanchez-Pinto |
Pediatric Sepsis Phenotyping Using Vital Sign Trajectories. |
BIBM |
2023 |
DBLP DOI BibTeX RDF |
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17 | Melissa Y. Yan, Lise Tuset Gustad, Lise Husby Høvik, Øystein Nytrø |
Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text. |
ClinicalNLP@ACL |
2023 |
DBLP DOI BibTeX RDF |
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17 | Snehashis Chakraborty, Komal Kumar, Pailla Balakrishna Reddy, Tanushree Meena, Sudipta Roy 0002 |
An Explainable AI based Clinical Assistance Model for Identifying Patients with the Onset of Sepsis. |
IRI |
2023 |
DBLP DOI BibTeX RDF |
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17 | Smitha N, Arushi Singh, Abhishek Siddhartha Ghosh, Arya Kumari, Tanuja R., S. H. Manjula, Venugopal K. R. 0001 |
Early Prediction of Sepsis using ML Algorithms on Clinical Data. |
ICCCNT |
2023 |
DBLP DOI BibTeX RDF |
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