Search results for "mortality"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Patrick E. Meyer 0001, Pierre Chaillot	All-cause Mortality During Covid-19 Vaccinations in European Active Populations.	ICCBB	2023	DBLP DOI BibTeX RDF
14	Ajan Subramanian, Yong Huang, Melissa D. Pinto, Charles A. Downs, Amir M. Rahmani	Using Causal Inference to Estimate the Effect of Pre-Exposure Prophylaxis (PrEP) for HIV Prevention on COVID-19 Mortality.	EMBC	2023	DBLP DOI BibTeX RDF
14	Seyed Alireza Hasheminasab, Daniel Prieto-Alhambra, Marta Pineda-Moncusi, Sara Khalid	Machine Learning for Risk Factor Identification and Cardiovascular Mortality Prediction Among Patients with Osteoporosis.	EMBC	2023	DBLP DOI BibTeX RDF
14	Theofanis Aravanis, Aristeidis Ilias, Ioannis Hatzilygeroudis, Georgios Spiliopoulos	Predicting Fish-Mortality: Artificial Neural Networks vs Symbolic Regression.	IISA	2023	DBLP DOI BibTeX RDF
14	Hanyang Chen, Zhouting Zhao, Tin Lok James Ng	Fair Machine Learning with Structured and Unstructured Features: A Case Study in Mortality Prediction.	AICS	2023	DBLP DOI BibTeX RDF
14	Jaehoon Byun, Minkyu Kim, Jinho Kim	Improving Interpretable Models based on Knowledge Distillation for ICU Mortality Prediction using Electronic Health Record.	ICMHI	2023	DBLP DOI BibTeX RDF
14	Alfian Nur Rosyid, Arina Dery Puspitasari, Erika Soebakti, Anggraini Dwi Sensusiati, Jusak Nugraha, Muhammad Amin	Chest X-Ray using Brixia and Fractional Inspiratory Oxygen as Severity and Mortality predictor of COVID-19.	ICMHI	2023	DBLP DOI BibTeX RDF
14	Feng Wang, Shengqiang Chi, Xueyao Li, Hang Zhang, Jingsong Li	A Hemodialysis Mortality Prediction Model Based on Active Contrastive Learning.	MedInfo	2023	DBLP DOI BibTeX RDF
14	Pedro J. Caraballo, Johan M. Bos, Ray Qian, Karen M. Fischer, Paul J. Johnsen, Diana J. Schreie, György J. Simon, Michael J. Ackerman	Decision Support System Detecting Patients at Risk of Prolonged QT and Associated Mortality.	MedInfo	2023	DBLP DOI BibTeX RDF
14	Matthew Clark, Christopher Meyer, Jaime Ramos-Cejudo, Danne C. Elbers, Karen E. Pierce-Murray, Rafael Fricks, Gil Alterovitz, Luigi Rao, Mary T. Brophy, Nhan V. Do, Robert L. Grossman, Nathanael R. Fillmore	Transfer Learning for Mortality Prediction in Non-Small Cell Lung Cancer with Low-Resolution Histopathology Slide Snapshots.	MedInfo	2023	DBLP DOI BibTeX RDF
14	Hyo Jung Kim, Sangyong Cho, Soo-Yong Shin, Se Kyung Lee, Haeyoung Kim, Sumeeta Srinivasan, S. V. Subramanian, Yeon-Hee Park	Traffic Exposure and Breast Cancer Mortality by Area of Residence: Incorporating Clinical and Socioeconomic Data.	MedInfo	2023	DBLP DOI BibTeX RDF
14	Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou	Early prediction of the risk of ICU mortality with Deep Federated Learning.	CBMS	2023	DBLP DOI BibTeX RDF
14	Lin Wang, Zhengzhong Wang, Quanrun Song, Changtong Ding, Xiaoning Li, Xiangwei Zhang, Shichao Geng	Patient Mortality Prediction Based on Two-Layer Attention Neural Network.	ICIC (3)	2023	DBLP DOI BibTeX RDF
14	J. D. Applen	Extended Abstract: Considering Race and Mortality from COVID as a Wicked Problem Using Praxiography as Pedagogy.	ProComm	2023	DBLP DOI BibTeX RDF
14	Ke Zhang, Ke Niu 0002, Yuhang Zhou, Wenjuan Tai, Guoqiang Lu	MedCT-BERT: Multimodal Mortality Prediction using Medical ConvTransformer-BERT Model.	ICTAI	2023	DBLP DOI BibTeX RDF
14	Nuno Pedrosa, Sónia Gouveia	Mortality Prediction via Logistic Regression in Intensive Care Unit Patients with Pneumonia.	CIARP	2023	DBLP DOI BibTeX RDF
14	Jacob R. Epifano, Alison Silvestri, Alexander Yu, Ravi Prakash Ramachandran, Aakash Tripathi, Ghulam Rasool 0001	A Comparison of Feature Selection Techniques for First-day Mortality Prediction in the ICU.	ISCAS	2023	DBLP DOI BibTeX RDF
14	Mahan Rahimi, Matthew O. Wiens, Jerome Kabakyenga, John Mark Ansermino, Guy Albert Dumont	A Preliminary Investigation into Use of Admission-Recorded Photoplethysmograms for Predicting Hospital Mortality in Children with Confirmed or Suspected Infection in Resource-Poor Settings.	BIBM	2023	DBLP DOI BibTeX RDF
14	Huilin Zheng, Malik Muhammad Waqar, Saba Arif, Syed Waseem Abbas Sherazi, Sang Hyeok Son, Jong Yun Lee	An Explainable Machine Learning-based Prediction Model for In-hospital Mortality in Acute Myocardial Infarction Patients with Typical Chest Pain.	ICSIM	2023	DBLP DOI BibTeX RDF
14	Jan G. Bazan, Pawel Milan, Stanislawa Bazan-Socha, Krzysztof Wójcik	Application of Federated Learning to Prediction of Patient Mortality in Vasculitis Disease.	IJCRS	2023	DBLP DOI BibTeX RDF
14	Richard Wainwright, Alex Shenfield	Machine learning for mortality risk prediction with changing patient demographics.	CIBCB	2023	DBLP DOI BibTeX RDF
14	Enrico Bovo, Pietro Belloni, Andrea Sottosanti, Giovanna Boccuzzo	Territorial clusters of mortality and role of social and environmental factors: the case of ULSS 6 Euganea (Italy).	CIBCB	2023	DBLP DOI BibTeX RDF
14	Jun Wu, Xuesong Ye, Chengjie Mou, Weinan Dai	FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction.	ISDFS	2023	DBLP DOI BibTeX RDF
14	Md. Alif Sheakh, Mst. Sazia Tahosin, Md Maruf Hasan, Taminul Islam, Onamika Islam, Md Masum Rana	Child and Maternal Mortality Risk Factor Analysis Using Machine Learning Approaches.	ISDFS	2023	DBLP DOI BibTeX RDF
14	Shintaro Oyama, Taiki Furukawa, Shotaro Misawa, Ryuji Kano, Hirokazu Yarimizu, Tomoki Taniguchi, Kohei Onoda, Kikue Sato, Yoshimune Shiratori	In-Hospital Cancer Mortality Prediction by Multimodal Learning of Non-English Clinical Texts.	MIE	2023	DBLP DOI BibTeX RDF
14	Aikaterini Sakagianni, Christina Koufopoulou, Vassilios S. Verykios, Evangelos Loupelis, Dimitrios Kalles, Georgios Feretzakis	Prediction of COVID-19 Mortality in the Intensive Care Unit Using Machine Learning.	MIE	2023	DBLP DOI BibTeX RDF
14	Lena Petersson, Kalista Vincent, Petra Svedberg, Jens M. Nygren, Ingrid Larsson	Ethical Perspectives on Implementing AI to Predict Mortality Risk in Emergency Department Patients: A Qualitative Study.	MIE	2023	DBLP DOI BibTeX RDF
14	John Batani, Manoj S. Maharaj	A Framework for the Adoption of Emerging Technologies to Reduce Under-Five Mortality in Zimbabwe.	ICTAS	2023	DBLP DOI BibTeX RDF
14	Elliot Mbunge, Stephen Gbenga Fashoto, Benhildah Muchemwa, Richard C. Millham, Garikayi Chemhaka, Maureen Nokuthula Sibiya, Tafadzwa Dzinamarira, Jolly Buwerimwe	Application of machine learning techniques for predicting child mortality and identifying associated risk factors.	ICTAS	2023	DBLP DOI BibTeX RDF
14	Conner Bradley, David Barrera 0003	Escaping Vendor Mortality: A New Paradigm for Extending IoT Device Longevity.	NSPW	2023	DBLP DOI BibTeX RDF
14	Jee-Woo Choi, Jae-Woo Kim, Jahyun Nam, Jae-Young Maeng, Ka-Hyun Kim, Seung Park	Artificial Intelligence for Predicting Mortality Due to Sepsis.	ICCE	2023	DBLP DOI BibTeX RDF
14	Athanasios Georgoutsos, Paraskevas Kerasiotis, Verena Kantere	Early ICU Mortality Prediction with Deep Federated Learning: A Real-World Scenario.	SSDBM	2023	DBLP DOI BibTeX RDF
14	Radwa El Shawi, Mouaz H. Al-Mallah	Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality (Extended Abstract).	IJCAI	2023	DBLP DOI BibTeX RDF
14	Taehyun Kim, Minwook Kim, Hye Won Lee, Giltae Song	One year mortality prediction in heart failure using feature selection and missing value imputation in deep learning.	BigComp	2023	DBLP DOI BibTeX RDF
14	Goizalde Badiola-Zabala, Manuel Graña, José Manuel López-Guede	Coherence of COVID-19 Mortality of Spain Versus Western European Countries.	HAIS	2023	DBLP DOI BibTeX RDF
14	Qizhang Feng, Jiayi Yuan, Forhan Bin Emdad, Karim Hanna, Xia Hu 0001, Zhe He 0001	Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke.	BCB	2023	DBLP DOI BibTeX RDF
14	Joseph R. Buckman, Tiemen Woutersen, Matthew J. Hashim	Avoidable mortality: The mediating role of communication in health IT.	Decis. Support Syst.	2022	DBLP DOI BibTeX RDF
14	Linh Tran, Alessio Bonti, Lianhua Chi, Mohamed Abdelrazek 0001, Yi-Ping Phoebe Chen	Advanced calibration of mortality prediction on cardiovascular disease using feature-based artificial neural network.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
14	Milena Trajanoska, Risto Trajanov, Tome Eftimov	Dietary, comorbidity, and geo-economic data fusion for explainable COVID-19 mortality prediction.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
14	William Caicedo-Torres, Jairo A. Gutiérrez	ISeeU2: Visually interpretable mortality prediction inside the ICU using deep learning and free-text medical notes.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
14	Rakesh Kumar Saroj, Pawan Kumar Yadav, Rajneesh Singh, Obvious N. Chilyabanyama	Machine Learning Algorithms for understanding the determinants of under-five Mortality.	BioData Min.	2022	DBLP DOI BibTeX RDF
14	George Varelas, Evangelos Sakkopoulos, Giannis Tzimas	Exploring the role of country social and medical characteristics in patient level mortality in COVID-19 pandemic using Unsupervised Learning.	Intell. Decis. Technol.	2022	DBLP DOI BibTeX RDF
14	Kai O. Bergmüller, Mark C. Vanderwel	Predicting Tree Mortality Using Spectral Indices Derived from Multispectral UAV Imagery.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
14	Anni Yang, Matthew Rodriguez, Di Yang, Jue Yang, Wenwen Cheng, Changjie Cai, Han Qiu 0011	Leveraging Machine Learning and Geo-Tagged Citizen Science Data to Disentangle the Factors of Avian Mortality Events at the Species Level.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
14	João Catalão 0001, Ana Navarro, João Calvão	Mapping Cork Oak Mortality Using Multitemporal High-Resolution Satellite Imagery.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
14	Vytautas Kraujalis, Tomas Ruzgas, Daimantas Milonas	Mortality Rate Estimation Models for Patients with Prostate Cancer Diagnosis.	Balt. J. Mod. Comput.	2022	DBLP DOI BibTeX RDF
14	Vicent Blanes-Selva, Ascensión Doñate-Martínez, Gordon Linklater, Juan M. García-Gómez	Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs.	Health Informatics J.	2022	DBLP DOI BibTeX RDF
14	Nan Zhu, Daniel Bauer	Modeling the Risk in Mortality Projections.	Oper. Res.	2022	DBLP DOI BibTeX RDF
14	Aramesh Rezaeian, Marzieh Rezaeian, Seyede Fatemeh Khatami, Fatemeh Khorashadizadeh, Farshid Pouralizadeh Moghaddam	Prediction of mortality of premature neonates using neural network and logistic regression.	J. Ambient Intell. Humaniz. Comput.	2022	DBLP DOI BibTeX RDF
14	Yaozhi Lu, Shahab Aslani, Mark Emberton, Daniel C. Alexander, Joseph Jacob	Deep Learning-Based Long Term Mortality Prediction in the National Lung Screening Trial.	IEEE Access	2022	DBLP DOI BibTeX RDF
14	Yunseob Shin, Yunwon Tae, Yeha Lee	Improving Mortality Prediction in ICU by Learning Long-Tailed Population of Patients Through Graph-Domain Aggregation.	IEEE Access	2022	DBLP DOI BibTeX RDF
14	Héber Hwang Arcolezi, Selene Cerna, Jean-François Couchot, Christophe Guyeux, Abdallah Makhoul	Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities.	IEEE Trans. Ind. Informatics	2022	DBLP DOI BibTeX RDF
14	Yanlin Shi	Forecasting mortality rates with the penalized exponential smoothing state space model.	J. Oper. Res. Soc.	2022	DBLP DOI BibTeX RDF
14	Liangen Zeng, Haitao Li, Xin Lao, Haoyu Hu, Yonggui Wei, Chengming Li, Xinyue Yuan, Dongxu Guo, Kexin Liu	China's Road Traffic Mortality Rate and Its Empirical Research from Socio-Economic Factors Based on the Tobit Model.	Syst.	2022	DBLP DOI BibTeX RDF
14	HyeongChan Jo, Juhyun Kim, Tzu-Chen Huang, Yu-Li Ni	condLSTM-Q: A novel deep learning model for predicting COVID-19 mortality in fine geographical scale.	Quant. Biol.	2022	DBLP DOI BibTeX RDF
14	Shangzhen Luo, Mingming Wang, Wei Zhu	Time-inconsistent life-cycle consumption and retirement choice with mortality risk.	Appl. Math. Comput.	2022	DBLP DOI BibTeX RDF
14	Felipe Yu Matsushita, Vera Lúcia Jornada Krebs, Werther Brunow de Carvalho	Risk prediction model for 24-hour mortality in preterm infants using lactate and blood gas analysis: A machine learning approach and retrospective cohort study.	F1000Research	2022	DBLP DOI BibTeX RDF
14	Fan Yang 0010, Jian Zhang, Wanyi Chen, Yongxuan Lai, Ying Wang, Quan Zou 0001	DeepMPM: a mortality risk prediction model using longitudinal EHR data.	BMC Bioinform.	2022	DBLP DOI BibTeX RDF
14	Jong-Min Kim 0001	Copula Dynamic Conditional Correlation and Functional Principal Component Analysis of COVID-19 Mortality in the United States.	Axioms	2022	DBLP DOI BibTeX RDF
14	Nikita Rafie, Jacob C. Jentzer, Peter A. Noseworthy, Anthony H. Kashou	Mortality Prediction in Cardiac Intensive Care Unit Patients: A Systematic Review of Existing and Artificial Intelligence Augmented Approaches.	Frontiers Artif. Intell.	2022	DBLP DOI BibTeX RDF
14	Rami Mustafa A. Mohammad, Malak Saleh Aljabri, Menna Aboulnour, Samiha Mirza, Ahmad Alshobaiki	Classifying the Mortality of People with Underlying Health Conditions Affected by COVID-19 Using Machine Learning Techniques.	Appl. Comput. Intell. Soft Comput.	2022	DBLP DOI BibTeX RDF
14	Catherine Lee, Brian L. Lawson, Ariana J. Mann, Vincent X. Liu, Laura C. Myers, Alejandro Schuler, Gabriel J. Escobar	Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge.	J. Am. Medical Informatics Assoc.	2022	DBLP DOI BibTeX RDF
14	Pavel Novitski, Cheli Melzer Cohen, Avraham Karasik, Varda Shalev, Gabriel Hodik, Robert Moskovitch	All-cause mortality prediction in T2D patients with iTirps.	Artif. Intell. Medicine	2022	DBLP DOI BibTeX RDF
14	Amril Nazir, Hyacinth Kwadwo Ampadu	Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients.	PeerJ Comput. Sci.	2022	DBLP DOI BibTeX RDF
14	Iacopo Vagliano, Martijn C. Schut, Ameen Abu-Hanna, Dave A. Dongelmans, Dylan W. De Lange, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Remko de Jong, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, Attila Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Merijn C. Reuland, M. Sesmu Arbous, Lucas M. Fleuren, Tariq A. Dam, Patrick J. Thoral, Robbert C. A. Lalisang, Michele Tonutti, Daan P. de Bruin, Paul W. G. Elbers, Nicolette F. de Keizer	Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records.	Int. J. Medical Informatics	2022	DBLP DOI BibTeX RDF
14	Iacopo Vagliano, Sylvia Brinkman, Ameen Abu-Hanna, M. Sesmu Arbous, Dave A. Dongelmans, Paul W. G. Elbers, Dylan W. De Lange, Mihaela van der Schaar, Nicolette F. de Keizer, Martijn C. Schut	Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands.	Int. J. Medical Informatics	2022	DBLP DOI BibTeX RDF
14	Rodrigo Feteira-Santos, Catarina Camarinha, Miguel de Araújo Nobre, Cecília Elias, Leonor Bacelar-Nicolau, Andreia Silva Costa, Cristina Furtado, Paulo Jorge Nogueira	Improving morbidity information in Portugal: Evidence from data linkage of COVID-19 cases surveillance and mortality systems.	Int. J. Medical Informatics	2022	DBLP DOI BibTeX RDF
14	Yang Liu 0308, Kun Gao, Hongbin Deng, Tong Ling, Jiajia Lin, Xianqiang Yu, Xiangwei Bo, Jing Zhou, Lin Gao, Peng Wang, Jiajun Hu, Jian Zhang, Zhihui Tong, Yuxiu Liu, Yinghuan Shi, Lu Ke, Yang Gao 0001, Weiqin Li	A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study.	Int. J. Medical Informatics	2022	DBLP DOI BibTeX RDF
14	Ognjen Arandjelovic	COVID-19 and Science Communication: The Recording and Reporting of Disease Mortality.	Inf.	2022	DBLP DOI BibTeX RDF
14	Joy Tzung-yu Wu, Miguel Ángel Armengol de La Hoz, Po-Chih Kuo, Joseph Alexander Paguio, Jasper Seth Yao, Edward Christopher Dee, Wesley Yeung, Jerry Jurado, Achintya Moulick, Carmelo Milazzo, Paloma Peinado, Paula Villares, Antonio Cubillo, José Felipe Varona, Hyung-Chul Lee, Alberto Estirado, José Maria Castellano, Leo Anthony Celi	Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study.	J. Digit. Imaging	2022	DBLP DOI BibTeX RDF
14	Yuan Chen, Abdul Q. M. Khaliq	Comparative Study of Mortality Rate Prediction Using Data-Driven Recurrent Neural Networks and the Lee-Carter Model.	Big Data Cogn. Comput.	2022	DBLP DOI BibTeX RDF
14	Radwa El Shawi, Mouaz H. Al-Mallah	Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality.	J. Artif. Intell. Res.	2022	DBLP DOI BibTeX RDF
14	Sally M. Elghamrawy, Aboul Ella Hassanien, Athanasios V. Vasilakos	Genetic-based adaptive momentum estimation for predicting mortality risk factors for COVID-19 patients using deep learning.	Int. J. Imaging Syst. Technol.	2022	DBLP DOI BibTeX RDF
14	Ruth Benson, C. Brunsdon, J. Rigby, P. Corcoran, M. Ryan, E. Cassidy, P. Dodd, D. Hennebry, E. Arensman	The development and validation of a dashboard prototype for real-time suicide mortality data.	Frontiers Digit. Health	2022	DBLP DOI BibTeX RDF
14	Gloria Polinesi, Maria Cristina Recchioni, Andrea Rimondi, Anton Sysoev	Short-Term Mortality Fluctuations and Longevity Risk-Adjusted Age: Learning the Resilience of a Country to a Health Shock.	Comput.	2022	DBLP DOI BibTeX RDF
14	Nida Aslam	Explainable Artificial Intelligence Approach for the Early Prediction of Ventilator Support and Mortality in COVID-19 Patients.	Comput.	2022	DBLP DOI BibTeX RDF
14	Giacomo De Nicola, Göran Kauermann	An update on excess mortality in the second year of the COVID-19 pandemic in Germany.	AStA Wirtschafts und Sozialstatistisches Arch.	2022	DBLP DOI BibTeX RDF
14	Giacomo De Nicola, Göran Kauermann, Michael Höhle	On assessing excess mortality in Germany during the COVID-19 pandemic.	AStA Wirtschafts und Sozialstatistisches Arch.	2022	DBLP DOI BibTeX RDF
14	Ashkan Pakzad, Mou-Cheng Xu, Wing Keung Cheung, Marie Vermant, Tinne Goos, Laurens J. De Sadeleer, Stijn E. Verleden, Wim A. Wuyts, John R. Hurst, Joseph Jacob	Airway measurement by refinement of synthetic images improves mortality prediction in idiopathic pulmonary fibrosis.	CoRR	2022	DBLP DOI BibTeX RDF
14	Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski, Ioanna Miliou	Early prediction of the risk of ICU mortality with Deep Federated Learning.	CoRR	2022	DBLP DOI BibTeX RDF
14	Patrick J. Ward, April M. Young, Svetla Slavova, Madison Liford, Lara Daniels, Ripley Lucas, Ramakanth Kavuluru	Deep neural networks for fine-grained surveillance of overdose mortality.	CoRR	2022	DBLP BibTeX RDF
14	Miguel Rios, Ameen Abu-Hanna	Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels.	CoRR	2022	DBLP DOI BibTeX RDF
14	Mehmet Tahir Huyut, Andrei Velichko, Maksim Belyaev	Detection of Risk Predictors of COVID-19 Mortality with Classifier Machine Learning Models Operated with Routine Laboratory Biomarkers.	CoRR	2022	DBLP DOI BibTeX RDF
14	Ali Yavari, Parisa Janjani, Sayeh Motavaseli, Seyran Weysi, Soraya Siabani, Mohammad Rouzbahani	GWO-FI: A novel machine learning framework by combining Gray Wolf Optimizer and Frequent Itemsets to diagnose and investigate effective factors on In-Hospital Mortality and Length of Stay among Kermanshahian Cardiovascular Disease patients.	CoRR	2022	DBLP DOI BibTeX RDF
14	Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang 0001, Chao Chen 0012	A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction.	CoRR	2022	DBLP DOI BibTeX RDF
14	Christian Morgenstern, Daniel J. Laydon, Charles Whittaker, Swapnil Mishra, David J. Haw, Samir Bhatt, Neil M. Ferguson	The interaction of transmission intensity, mortality, and the economy: a retrospective analysis of the COVID-19 pandemic.	CoRR	2022	DBLP DOI BibTeX RDF
14	Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou	FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction.	CoRR	2022	DBLP DOI BibTeX RDF
14	Rudraksh Kapil, Seyed Mojtaba Marvasti-Zadeh, Devin Goodsman, Nilanjan Ray, Nadir Erbilgin	Classification of Bark Beetle-Induced Forest Tree Mortality using Deep Learning.	CoRR	2022	DBLP DOI BibTeX RDF
14	Hoda Memarzadeh, Nasser Ghadiri, Maryam Lotfi Shahreza	Assessing mortality prediction through different representation models based on concepts extracted from clinical notes.	CoRR	2022	DBLP DOI BibTeX RDF
14	Tawsifur Rahman, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Zaid Bin Mahbub, Md Sakib Abrar Hossain, Abraham Alhatou, Eynas Abdalla, Sreekumar Muthiyal, Khandaker Farzana Islam, Saad Bin Abul Kashem, Muhammad Salman Khan 0001, Susu M. Zughaier, Muhammad Maqsud Hossain	BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data.	CoRR	2022	DBLP DOI BibTeX RDF
14	Weijie Sun 0004, Sunil Vasu Kalmady, Nariman Sepehrvand, Luan Manh Chu, Zihan Wang 0007, Amir Salimi, Abram Hindle, Russell Greiner, Padma Kaul	Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale.	CoRR	2022	DBLP DOI BibTeX RDF
14	David Ouyang, John Theurer, Nathan R. Stein, J. Weston Hughes, Pierre Elias, Bryan He, Neal Yuan, Grant Duffy, Roopinder K. Sandhu, Joseph Ebinger, Patrick Botting, Melvin Jujjavarapu, Brian Claggett, James E. Tooley, Tim Poterucha, Jonathan H. Chen, Michael Nurok, Marco V. Perez, Adler J. Perotte, James Y. Zou, Nancy R. Cook, Sumeet S. Chugh, Susan Cheng, Christine M. Albert	Electrocardiographic Deep Learning for Predicting Post-Procedural Mortality.	CoRR	2022	DBLP DOI BibTeX RDF
14	Yilin Ning, Siqi Li 0004, Marcus Eng Hock Ong, Feng Xie, Bibhas Chakraborty, Daniel Shu Wei Ting, Nan Liu 0003	A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study.	CoRR	2022	DBLP BibTeX RDF
14	Jørgen Andreas Agersborg, Luigi Tommaso Luppino, Stian Normann Anfinsen, Jane Uhd Jepsen	Towards Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping.	CoRR	2022	DBLP DOI BibTeX RDF
14	Miguel Rios, Ameen Abu-Hanna	Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift.	CoRR	2022	DBLP DOI BibTeX RDF
14	Ardeshir Mansouri, Mohammadreza Noei, Mohammad Saniee Abadeh	A hybrid machine learning approach for early mortality prediction of ICU patients.	Prog. Artif. Intell.	2022	DBLP DOI BibTeX RDF
14	Abiba Mihret Aragaw, Abebaw Gedef Azene, Mekuanint Simeneh Workie	Poisson logit hurdle model with associated factors of perinatal mortality in Ethiopia.	J. Big Data	2022	DBLP DOI BibTeX RDF
14	Afshin Ashofteh, Jorge Miguel Bravo, Mercedes Ayuso	An ensemble learning strategy for panel time series forecasting of excess mortality during the COVID-19 pandemic.	Appl. Soft Comput.	2022	DBLP DOI BibTeX RDF
14	Ioannis Baltas, L. Dopierala, K. Kolodziejczyk, Marek Szczepanski, Gerhard-Wilhelm Weber, Athanasios N. Yannacopoulos	Optimal management of defined contribution pension funds under the effect of inflation, mortality and uncertainty.	Eur. J. Oper. Res.	2022	DBLP DOI BibTeX RDF
14	Jacob C. Clifton, Milo Engoren, Matthew S. Shotwell, Barbara J. Martin, Elise M. Clemens, Oscar D. Guillamondegui, Robert E. Freundlich	The Impact of Functional Dependence and Related Surgical Complications on Postoperative Mortality.	J. Medical Syst.	2022	DBLP DOI BibTeX RDF