Search results for "mortality"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Dawit Shibabaw Bogale, Tesfamariam M. Abuhay, Belayneh Endalamaw Dejene	Predicting perinatal mortality based on maternal health status and health insurance service using homogeneous ensemble machine learning methods.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Lianxiang Deng, Xianming Zhao, Xiaolin Su, Mei Zhou, Daizheng Huang, Xiaocong Zeng	Machine learning to predict no reflow and in-hospital mortality in patients with ST-segment elevation myocardial infarction that underwent primary percutaneous coronary intervention.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Samad Moslehi, Niloofar Rabiei, Ali-Reza Soltanian, Mojgan Mamani	Application of machine learning models based on decision trees in classifying the factors affecting mortality of COVID-19 patients in Hamadan, Iran.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Ming-Cheng Chan, Kai-Chih Pai, Shao-An Su, Min-Shian Wang, Chieh-Liang Wu, Wen-Cheng Chao	Explainable machine learning to predict long-term mortality in critically ill ventilated patients: a retrospective study in central Taiwan.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Qi Chen, Bihan Tang, Jiaqi Song, Ying Jiang, Xinxin Zhao, Yiming Ruan, Fangjie Zhao, Guosheng Wu, Tao Chen, Jia He 0009	Dynamic Bayesian network for predicting physiological changes, organ dysfunctions and mortality risk in critical trauma patients.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Xiao-Dan Li, Min-Min Li	A novel nomogram to predict mortality in patients with stroke: a survival analysis based on the MIMIC-III clinical database.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Khadijeh Moulaei, Mostafa Shanbehzadeh, Zahra Mohammadi-Taghiabad, Hadi Kazemi-Arpanahi	Comparing machine learning algorithms for predicting COVID-19 mortality.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Catherine Atkin, Tanya Pankhurst, David McNulty, Ann Keogh, Suzy Gallier, Domenico Pagano, Elizabeth Sapey, Simon Ball	The impact of changes in coding on mortality reports using the example of sepsis.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Jerzy Struzyna, Agnieszka Surowiecka, Tomasz Korzeniowski, Patrycja Korulczyk, Lukasz Drozd, Aldona Stachura, Kamil Torres, Andrzej Krajewski	Accuracy of SCORTEN in predicting mortality in toxic epidermal necrolysis.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Hanyin Wang, Yikuan Li, Andrew Naidech, Yuan Luo 0001	Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Élisson da Silva Rocha, Flavio Leandro de Morais Melo, Maria Eduarda Ferro de Mello, Barbara Figueiroa, Vanderson de Souza Sampaio, Patricia Takako Endo	On usage of artificial intelligence for predicting mortality during and post-pregnancy: a systematic review of literature.	BMC Medical Informatics Decis. Mak.	2022	DBLP DOI BibTeX RDF
14	Yiming Zhang, Ningyezi Peng, Shujuan Yang, Peng Jia	Associations between nighttime light and COVID-19 incidence and mortality in the United States.	Int. J. Appl. Earth Obs. Geoinformation	2022	DBLP DOI BibTeX RDF
14	Claudia Huertas, Daniel Sabatier, Géraldine Derroire, Bruno Ferry, Toby D. Jackson, Raphaël Pélissier, Grégoire Vincent	Mapping tree mortality rate in a tropical moist forest using multi-temporal LiDAR.	Int. J. Appl. Earth Obs. Geoinformation	2022	DBLP DOI BibTeX RDF
14	Jakob F. Mathiszig-Lee, Finneas J. R. Catling, S. Ramani Moonesinghe, Stephen J. Brett	Highlighting uncertainty in clinical risk prediction using a model of emergency laparotomy mortality risk.	npj Digit. Medicine	2022	DBLP DOI BibTeX RDF
14	Seung Wook Lee, Hyung-Chul Lee, Jungyo Suh, Kyung Hyun Lee, Heonyi Lee, Suryang Seo, Tae Kyong Kim, Sang-Wook Lee, Yi-Jun Kim	Multi-center validation of machine learning model for preoperative prediction of postoperative mortality.	npj Digit. Medicine	2022	DBLP DOI BibTeX RDF
14	Griffin M. Weber, Chuan Hong, Zongqi Xia, Nicolas Paris, Miguel Pedrera-Jiménez, Ashley C. Pfaff, Emily R. Pfaff, Danielle Pillion, Sara Pizzimenti, Hans-Ulrich Prokosch, Robson A. Prudente, Andrea Prunotto, Víctor Quirós-González, Maryna Raskin, Siegbert Rieg, Gustavo Roig-Domínguez, Pablo Rojo, Paula Rubio-Mayo, Paolo Sacchi, Carlos Sáez, Elisa Salamanca, Malarkodi Jebathilagam Samayamuthu, L. Nelson Sanchez-Pinto, Arnaud Sandrin, Nandhini Santhanam, Janaina C. C. Santos, Fernando J. Sanz Vidorreta, Maria Savino, Jürgen Schüttler, Luigia Scudeller, Neil J. Sebire, Pablo Serrano-Balazote, Patricia Serre, Arnaud Serret-Larmande, Mohsin Shah, Zahra Shakeri Hossein Abad, Domenick Silvio, Piotr Sliz, Jiyeon Son, Charles Sonday, Andrew M. South, Francesca Sperotto, Zachary H. Strasser, Bryce W. Q. Tan, Suzana E. Tanni, Deanne M. Taylor, Ana I. Terriza-Torres, Patric Tippmann, Emma M. S. Toh, Yi-Ju Tseng, Andrew K. Vallejos, Gaël Varoquaux, Margaret E. Vella, Guillaume Verdy, Jill-Jênn Vie, Michele Vitacca, Kavishwar B. Wagholikar, Lemuel R. Waitman, Demian Wassermann, Martin Wolkewitz, Scott Wong, Xin Xiong, Ye Ye, Nadir Yehya, William Yuan, Alberto Zambelli, Harrison G. Zhang, Daniela Zöller, Valentina Zuccaro, Chiara Zucco	International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.	npj Digit. Medicine	2022	DBLP DOI BibTeX RDF
14	Rahul Raj, Jenni Wennervirta, Jonathan Tjerkaski, Teemu M. Luoto, Jussi P. Posti, David W. Nelson, Riikka Takala, Stepani Bendel, Eric P. Thelin, Teemu Luostarinen, Miikka Korja	Dynamic prediction of mortality after traumatic brain injury using a machine learning algorithm.	npj Digit. Medicine	2022	DBLP DOI BibTeX RDF
14	Atikur Rahman, Zakir Hossain, Md. Enamul Kabir, Rumana Rois	An assessment of random forest technique using simulation study: illustration with infant mortality in Bangladesh.	Health Inf. Sci. Syst.	2022	DBLP DOI BibTeX RDF
14	Xiao Zhang, Ricard Gavaldà, Jaume Baixeries	Interpretable prediction of mortality in liver transplant recipients based on machine learning.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
14	Heydar Khadem, Hoda Nemat, Mohammad R. Eissa, Jackie Elliott, Mohammed Benaissa	COVID-19 mortality risk assessments for individuals with and without diabetes mellitus: Machine learning models integrated with interpretation framework.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
14	Abdulrahman Al-Dailami, Hulin Kuang, Jianxin Wang 0001	Predicting length of stay in ICU and mortality with temporal dilated separable convolution and context-aware feature fusion.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
14	Vasileios C. Pezoulas, Konstantina D. Kourou, Eugenia Mylona, Costas Papaloukas, Angelos Liontos, Dimitrios I. Biros, Orestis I. Milionis, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis	ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
14	M. Asad Bin Hameed, Zareen Alamgir	Improving mortality prediction in Acute Pancreatitis by machine learning and data augmentation.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
14	Donald Douglas Atsa'am, Ruth Wario	Hierarchical cluster analysis of the morbidity and mortality of COVID-19 across 206 countries, territories and areas.	Int. J. Medical Eng. Informatics	2022	DBLP DOI BibTeX RDF
14	Enny Das, Lisette te Hennepe	Touched by Tragedy: Mortality Salience of Loved Ones Increases Narrative Processing of Tragic Movies With Meaningful Endings.	J. Media Psychol. Theor. Methods Appl.	2022	DBLP DOI BibTeX RDF
14	Connor Graham, Natalie Pang, Thijs Willems	Introduction to the special issue "Digital mortality: Death and infrastructure".	Inf. Soc.	2022	DBLP DOI BibTeX RDF
14	Peter Richmond, Bertrand M. Roehner	On the Mortality of Companies.	Entropy	2022	DBLP DOI BibTeX RDF
14	Silvin P. Knight, Mark Ward, Louise Newman, James Davis, Eoin Duggan, Rose-Anne Kenny, Roman Romero-Ortuno	Cardiovascular Signal Entropy Predicts All-Cause Mortality: Evidence from The Irish Longitudinal Study on Ageing (TILDA).	Entropy	2022	DBLP DOI BibTeX RDF
14	Michael Fell, Jarrett Barber, Kiona Ogle	ACGCA: An R package for simulating tree growth and mortality based on functional traits.	Ecol. Informatics	2022	DBLP DOI BibTeX RDF
14	Donald Douglas Atsa'am, Ruth Wario	Association Rules Extraction From the Coronavirus Disease 2019: Attributes on Morbidity and Mortality.	Int. J. Heal. Inf. Syst. Informatics	2022	DBLP DOI BibTeX RDF
14	Shadi Ghiasi, Tingting Zhu 0001, Ping Lu 0003, Jannis Hagenah, Phan Nguyen Quoc Khanh, Nguyen Van Hao, VITAL Consortium, Louise Thwaites, David A. Clifton	Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries.	Sensors	2022	DBLP DOI BibTeX RDF
14	Heydar Khadem, Hoda Nemat, Jackie Elliott, Mohammed Benaissa	Interpretable Machine Learning for Inpatient COVID-19 Mortality Risk Assessments: Diabetes Mellitus Exclusive Interplay.	Sensors	2022	DBLP DOI BibTeX RDF
14	Julian Theis, William L. Galanter, Andrew D. Boyd, Houshang Darabi	Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture.	IEEE J. Biomed. Health Informatics	2022	DBLP DOI BibTeX RDF
14	Shuo Zhang, Jing Wang 0080, Lulu Pei, Kai Liu, Yuan Gao, Hui Fang, Rui Zhang, Lu Zhao, Shilei Sun, Jun Wu, Bo Song, Honghua Dai 0001, Runzhi Li, Yuming Xu	Interpretability Analysis of One-Year Mortality Prediction for Stroke Patients Based on Deep Neural Network.	IEEE J. Biomed. Health Informatics	2022	DBLP DOI BibTeX RDF
14	Melissa A. Iacovidou, Priscille Barreaux, Simon E. F. Spencer, Matthew B. Thomas, Erin E. Gorsich, Kat S. Rock	Omitting age-dependent mosquito mortality in malaria models underestimates the effectiveness of insecticide-treated nets.	PLoS Comput. Biol.	2022	DBLP DOI BibTeX RDF
14	Pavel Novitski, Cheli Melzer Cohen, Avraham Karasik, Gabriel Hodik, Robert Moskovitch	Temporal patterns selection for All-Cause Mortality prediction in T2D with ANNs.	J. Biomed. Informatics	2022	DBLP DOI BibTeX RDF
14	Firuz Juraev, Shaker H. Ali El-Sappagh, Eldor Abdukhamidov, Farman Ali 0001, Tamer Abuhmed	Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients.	J. Biomed. Informatics	2022	DBLP DOI BibTeX RDF
14	Ke Niu 0002, You Lu, Xueping Peng, Jingni Zeng	Fusion of sequential visits and medical ontology for mortality prediction.	J. Biomed. Informatics	2022	DBLP DOI BibTeX RDF
14	Siwei Bi, Shanshan Chen, Jingyi Li, Jun Gu	Machine learning-based prediction of in-hospital mortality for post cardiovascular surgery patients admitting to intensive care unit: a retrospective observational cohort study based on a large multi-center critical care database.	Comput. Methods Programs Biomed.	2022	DBLP DOI BibTeX RDF
14	Beatriz Nistal-Nuño	Developing machine learning models for prediction of mortality in the medical intensive care unit.	Comput. Methods Programs Biomed.	2022	DBLP DOI BibTeX RDF
14	Mohammad Fathi, Nader Markazi Moghaddam, Leila Kheyrati	Development and validation of models for two-week mortality of inpatients with COVID-19 infection: A large prospective cohort study.	Stat. Anal. Data Min.	2022	DBLP DOI BibTeX RDF
14	Jaesung Yoo	Refined MIMIC-III 30-day mortality prediction of sepsis-3 patients.		2022	DOI RDF
14	Daniel C. Elton, Andy Chen, Perry J. Pickhardt, Ronald M. Summers	Cardiovascular disease and all-cause mortality risk prediction from abdominal CT using deep learning.	Medical Imaging: Computer-Aided Diagnosis	2022	DBLP DOI BibTeX RDF
14	Alexander Teverovsky	Infant Mortality and Wear-Out Failures in Polymer and MnO2 Tantalum Capacitors.	IRPS	2022	DBLP DOI BibTeX RDF
14	Noa Cahan, Edith M. Marom, Shelly Soffer, Yiftach Barash, Eli Konen, Eyal Klang, Hayit Greenspan	Weakly Supervised Multimodal 30-Day All-Cause Mortality Prediction for Pulmonary Embolism Patients.	ISBI	2022	DBLP DOI BibTeX RDF
14	Wan Zakiyatussariroh Wan Husin, Aina Nafisya Suhaimi, Nur Shuhaila Meor Zambri, Muhammad Azri Aminudin, Nor Azima Ismail	Neural Network Autoregressive Model for Forecasting Malaysia Under-5 Mortality.	DaSET	2022	DBLP DOI BibTeX RDF
14	Panagiotis Symeonidis, Theodoros Kostoulas, Vasiliki Danilatou, Christos Andras, Stergios Chairistanidis	Mortality Prediction and Safe Drug Recommendation for Critically-ill Patients.	BIBE	2022	DBLP DOI BibTeX RDF
14	Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon	Predictive Process Monitoring for Early Predictions of Short- and Long-Term Mortality for Patients with Acute Coronary Syndrome.	PACIS	2022	DBLP BibTeX RDF
14	Manel Mili, Asma Kerkeni, Asma Ben Abdallah, Mohamed Hedi Bedoui	ICU Mortality Prediction Using Long Short-Term Memory Networks.	IDEAL	2022	DBLP DOI BibTeX RDF
14	Mateus de Oliveira Oliveira, Olga Tveretina	Mortality and Edge-to-Edge Reachability are Decidable on Surfaces.	HSCC	2022	DBLP DOI BibTeX RDF
14	Yifan Wang, Ying Lan	Multi-View Learning Based on Non-Redundant Fusion for Icu Patient Mortality Prediction.	ICASSP	2022	DBLP DOI BibTeX RDF
14	Lun-Ping Hung, Chong-Huai Xu, Ching-Sheng Wang, Chien-Liang Chen	Applying the Shapley Value Method to Predict Mortality in Liver Cancer Based on Explainable AI.	SGIoT	2022	DBLP DOI BibTeX RDF
14	Kellen A. A. Guimarães, Marly G. F. Costa, Robson Amorim, Cicero F. F. Costa Filho	Comparing Prediction of Early TBI Mortality with Multilayer Perceptron Neural Network and Convolutional Neural Network.	EMBC	2022	DBLP DOI BibTeX RDF
14	Yilin Yin, Chun-An Chou	Early ICU Mortality Prediction for Respiratory Failure by A Regression-Based Hazard Markov Model.	EMBC	2022	DBLP DOI BibTeX RDF
14	Vasileios C. Pezoulas, Angelos Liontos, Eugenia Mylona, Costas Papaloukas, Orestis I. Milionis, Dimitrios I. Biros, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis	Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin.	EMBC	2022	DBLP DOI BibTeX RDF
14	Jinglu Song, Yi Lu 0012, Hanchen Yu, Huijuan Lin	Targeting the spatial context of risk factors associated with heat-related mortality via multiscale geographically weighted regression.	Geoinformatics	2022	DBLP DOI BibTeX RDF
14	Stefania Bertazzon, Isabelle Couloigner, Alison Hanes	Preliminary Spatiotemporal Analysis of Mortality in Northern Italy During COVID-19 First Wave.	ASITA	2022	DBLP DOI BibTeX RDF
14	Ofaletse Mphale, Neo Raffing, Sajid M. Sheikh, Lavanya Balasubramanian	Time Series Forecasting of COVID-19 Mortality in SADC region with Facebook Prophet Model.	SmartNets	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.	CBMS	2022	DBLP DOI BibTeX RDF
14	Yash Pawar, Aron Henriksson, Pontus Hedberg, Pontus Nauclér	Leveraging Clinical BERT in Multimodal Mortality Prediction Models for COVID-19.	CBMS	2022	DBLP DOI BibTeX RDF
14	Yiheng Niu, Dashuang Zhu, Lisai Liu, Weibiao Tan, Wenqian Zhao, Sheng Liu 0005	Regression Study on Influencing Factors of COVID-19 Diagnosis Rate and Mortality: A Global Perspective.	ICBDT	2022	DBLP DOI BibTeX RDF
14	Jagan Moahan Reddy Danda, Kumar Priyansh, Hossain Shahriar, Hisham Haddad, Alfredo Cuzzocrea, Nazmus Sakib	Predicting Mortality Rate based on Comprehensive Features of Intensive Care Unit Patients.	COMPSAC	2022	DBLP DOI BibTeX RDF
14	Alexandre Renato Rodrigues de Souza, Fabrício Neitzke Ferreira, Rodrigo Blanke Lambrecht, Leonardo Costa Reichow, Hélida Salles Santos, Renata Hax Sander Reiser, Adenauer Corrêa Yamin	Mortality Risk Evaluation: A Proposal for Intensive Care Units Patients Exploring Machine Learning Methods.	BRACIS (1)	2022	DBLP DOI BibTeX RDF
14	Mario Martínez-García, Susana García-Gutierrez, Rubén Armañanzas, Adrián Díaz, Iñaki Inza, José Antonio Lozano 0001	Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization.	AIME	2022	DBLP DOI BibTeX RDF
14	Francesca Gelpi, Vlasta Bari, Beatrice Cairo, Beatrice De Maria, Noemi Cornara, Riccardo Colombo, Alberto Porta	Derangement of Cardiovascular Regulatory Mechanisms in COVID-19 Patients in Intensive Care Unit and its Association with Mortality.	CinC	2022	DBLP DOI BibTeX RDF
14	George Obaido, Blessing Ogbuokiri, Ibomoiye Domor Mienye, Sydney Mambwe Kasongo	A Voting Classifier for Mortality Prediction Post-Thoracic Surgery.	ISDA (3)	2022	DBLP DOI BibTeX RDF
14	Muhmmad Mohsinul Hoque, Md. Shohel Rana	The Impact of Social and Economic Indicators on Infant Mortality Rate in Bangladesh: A Vector Error Correction Model (VECM) Approach.	MIET (2)	2022	DBLP DOI BibTeX RDF
14	Tommaso Mario Buonocore, Giovanna Nicora, Arianna Dagliati, Enea Parimbelli	Evaluation of XAI on ALS 6-months mortality prediction.	CLEF (Working Notes)	2022	DBLP BibTeX RDF
14	Chi-Yung Cheng, I-Min Chiu, Chun-Hung Richard Lin, Xin-Hong Lin, Fu-Cheng Chen, Ting-Yu Hsu	Stepwise Regression Machine Learning Models for In-Hospital Mortality Prediction in Patients After ST-Segment Slevation Myocardial Infarction (STEMI).	SNPD	2022	DBLP DOI BibTeX RDF
14	Vasileios C. Pezoulas, Eugenia Mylona, Costas Papaloukas, Angelos Liontos, Dimitrios I. Biros, Orestis I. Milionis, Chris Kyriakopoulos, Kostantinos Kostikas, Haralampos Milionis, Dimitrios I. Fotiadis	A hybrid approach based on dynamic trajectories to predict mortality in COVID-19 patients upon steroids administration.	BHI	2022	DBLP DOI BibTeX RDF
14	Mohammod Naimul Islam Suvon, Prasun C. Tripathi, Samer Alabed, Andrew J. Swift, Haiping Lu	Multimodal Learning for Predicting Mortality in Patients with Pulmonary Arterial Hypertension.	BIBM	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.	DGM4MICCAI@MICCAI	2022	DBLP DOI BibTeX RDF
14	Xiaodong Liang, Minyi Ke	An NI-PSO-LightGBM Model Based on Adversarial Validation: Mortality Prediction in ICU Diabetic Patients.	ICCSE (1)	2022	DBLP DOI BibTeX RDF
14	Tilman Leune, Carsten Koch, Stephan Fabry, Simon Struck	IoT Device for Reduction of Roe Deer Fawn Mortality During Haymaking.	GIOTS	2022	DBLP DOI BibTeX RDF
14	Mihai Horia Popescu, Can Celik, Vincenzo Della Mea, Robert Jakob	Preliminary Validation of a Rule-Based System for Mortality Coding Using ICD-11.	MIE	2022	DBLP DOI BibTeX RDF
14	Jinyan Lyu, Wanting Cui, Joseph Finkelstein	Using Big Data to Identify Impact of Asthma on Mortality in Patients with COVID-19.	MIE	2022	DBLP DOI BibTeX RDF
14	Chen-Lin Tsai, Shi-Yu Huang	Just-Enough Stress Test for Infant-Mortality Screening Using Speed Binning.	ITC	2022	DBLP DOI BibTeX RDF
14	Tianhao Li, Najia Yin, Penghao Gao, Dengfeng Li 0001, Wei Lu 0006	An Interpretable Conditional Augmentation Classification Approach for Imbalanced EHRs Mortality Prediction.	DMBD (1)	2022	DBLP DOI BibTeX RDF
14	Elen Rodríguez, Elias Rodríguez, Luiz Nascimento, Aneirson Francisco da Silva, Fernando Augusto Silva Marins	A Data-Driven Approach for Neonatal Mortality Rate Forecasting.	IDDM	2022	DBLP BibTeX RDF
14	Jiacheng Liu 0009, Meghna Singh, Lisa Kirkland, Jaideep Srivastava	Reduce the Cold Start of COVID-19 In-hospital Mortality Prediction Models via Transfer Learning.	ICHI	2022	DBLP DOI BibTeX RDF
14	Uiwon Hwang, Euideuk Hwang, Minsoo Kang, Sungroh Yoon	Prediction of Mortality and Intervention in COVID-19 Patients Using Generative Adversarial Networks.	Healthcare AI and COVID-19 Workshop	2022	DBLP BibTeX RDF
14	Zhuoying Li	Study of ICU Mortality Prediction and Analysis based on Random Forest.	ICCSIE	2022	DBLP DOI BibTeX RDF
14	Dimitrios Dimopoulos, Vasiliki Danilatou, Theodoros Kostoulas	Mortality Prediction in ICU Patients Suffering from Stroke.	SETN	2022	DBLP DOI BibTeX RDF
14	Vasileios Theiou, Aris Salapatas Gkinis, Athanasios Theofanopoulos, George Giannakopoulos, Christos Tsitsipanis	Using machine learning to predict mortality and morbidity after Traumatic Brain Injury.	SETN	2022	DBLP DOI BibTeX RDF
14	Zhilong Zhang, Guilan Kong, Shuai Jin, Huiying Zhao	Identifying Patient Subgroups with Different Mortality Risks in ICU Based on Dynamically Acquired Clinical Data.	AMIA	2022	DBLP BibTeX RDF
14	Catherine A. Gao, Plamena Powla, Meghan Hutch, Oluwatosin Akinsola, Yuan Luo 0001	Evaluation of ICU Severity Scores and Mortality Prediction by Race and Ethnicity: A Machine Learning Approach Using MIMIC-IV.	AMIA	2022	DBLP BibTeX RDF
14	Redoan Rahman, Jooyeong Kang, Justin F. Rousseau, Ying Ding 0001	Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value.	AMIA	2022	DBLP BibTeX RDF
14	Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fushen Wang, Chao Chen 0012	A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction.	AMIA	2022	DBLP BibTeX RDF
14	Meghan Reading Turchioe, Ruth Masterson Creber, Enid Montague, Natalie C. Benda	Bioethics perspectives on the development of urgently needed informatics solutions to address rising maternal morbidity and mortality.	AMIA	2022	DBLP BibTeX RDF
14	Sameh N. Saleh, Corey Chivers, Jason Lubken, Katherine R. Courtright, Gary E. Weissman, Daniel Herman	Monitoring Performance of a Deployed Machine Learning Model that Predicts Long-term Mortality for Targeting Inpatient Palliative Care.	AMIA	2022	DBLP 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.	AMIA	2022	DBLP BibTeX RDF
14	Gaurav N. Shetty, Henry Philofsky, Biplab Sudhin Bhattacharya, David K. Vawdrey, Abdul A. Tariq	Comparison of Charlson Comorbidity Index to Laboratory results-based Scores for Mortality Prediction.	AMIA	2022	DBLP BibTeX RDF
14	Davide Ferrari, Veronica Guidetti, Vasa Curcin, Yanzhong Wang	Multi-objective Symbolic Regression to Generate Data-driven, Non-fixed Structure and Intelligible Mortality Predictors using EHR: Binary Classification Methodology and Comparison with State-of-the-art.	AMIA	2022	DBLP BibTeX RDF
14	Kuo-Ting Tim Huang, Sneha Anil Kumar Vaidhyam	Applying Design Thinking to Raising Awareness of Infant Mortality: A Case Study of Rural Communities in Indiana.	AMIA	2022	DBLP BibTeX RDF
14	Mihui Kim, Sangwoo Park, Changhwan Kim, Mona Choi	Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic Review.	AMIA	2022	DBLP BibTeX RDF
14	Lorenzo A. Rossi, Laura Roberts, Mariel Olivares, Amis Christian, Stefanie Mooney, Denise Morse, Finly Zachariah	Evaluation of the Impact of a 90-day Mortality Prediction Model Integrated in the EHR for Advanced Care Planning.	AMIA	2022	DBLP BibTeX RDF
14	Silvin P. Knight, Mark Ward, James Davis, Eoin Duggan, Rose-Anne Kenny, Roman Romero-Ortuno	The prediction of mortality from continuous non-invasive cardiovascular signals on standing: entropy was significant, but not the overall response profile.	EUSIPCO	2022	DBLP BibTeX RDF
14	Sayantan Kumar, Sean C. Yu, Thomas George Kannampallil, Zachary B. Abrams, Andrew P. Michelson, Philip R. O. Payne	Self-explaining neural network with concept-based explanations for ICU mortality prediction.	BCB	2022	DBLP DOI BibTeX RDF
14	Tingyi Wanyan, Mingquan Lin, Eyal Klang, Kartikeya M. Menon, Faris F. Gulamali, Ariful Azad, Yiye Zhang, Ying Ding 0001, Zhangyang Wang, Fei Wang 0001, Benjamin S. Glicksberg, Yifan Peng	Supervised pretraining through contrastive categorical positive samplings to improve COVID-19 mortality prediction.	BCB	2022	DBLP DOI BibTeX RDF
14	Deivid Santos, Cristiane Nobre, Luis E. Zárate, Mark A. J. Song	Application of Formal Concept Analysis and Data Mining to Characterize Infant Mortality in Two Regions of the State of Minas Gerais.	ICEIS (1)	2022	DBLP DOI BibTeX RDF