Federated Learning for Clinical Event Classification Using Vital Signs Data
Multimodal Technologies and Interaction, 2023 Effective healthcare relies on accurate and timely diagnosis; however, obtaining large amounts of training data while maintaining patient privacy remains challenging. This study introduces a novel approach utilizing federated learning (FL) and a cross-device multi-modal model for clin-ical event classification using vital signs data.
Kang Yoon Lee, Ruzaliev Rakhmiddin
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Comparing two data collection methods to track vital events in maternal and child health via community health workers in rural Nepal. [PDF]
Popul Health Metr, 2022 Background Timely tracking of health outcomes is difficult in low- and middle-income countries without comprehensive vital registration systems. Community health workers (CHWs) are increasingly collecting vital events data while delivering routine care ...
Choudhury N +18 more
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Recurrent vital thrombotic events in a young man with FVIII gene duplication
Chinese Medical Journal, 2020 Lingli Wang +6 more
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Surveillance Of Vital Events In Rural Areas
Indian Journal of Community Medicine, 1998 Research question: Which system of registration of vital events is more efficient? Objective: To ascertain the efficiency and quality of vital events registration in the rural community. Study design: Population based cross-sectional. Settings: Rural areas.
Lal Sunder +4 more
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Strengthening Community-Based Vital Events Reporting for Real-Time Monitoring of Under-Five Mortality: Lessons Learned from the Balaka and Salima Districts in Malawi. [PDF]
PLoS One, 2016 Joos O +7 more
europepmc +3 more sources
Vital Events in the Lublin Region from the 16th to the 19th Centuries. The State of Research and its Prospects [PDF]
Przeszłość Demograficzna Polski, 2017 The article presents the current state of research into vital events in the Region of Lublin and identifies the research problems which were connected with parish registers, the basic source in the research of that kind.
Piotr Rachwał
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Single-cell RNA sequencing of intestinal crypts reveals vital events in damage repair and the double-edged sword effect of the Wnt3/β-catenin pathway in irradiated mice. [PDF]
Redox Biol, 2023 Yuan T, Zhang J, Zhao Y, Guo Y, Fan S.
europepmc +2 more sources
Correlating Depth of Sedation with Vital Signs and Adverse Events in Bronchoscopy [PDF]
D45. INVASIVE PULMONARY PROCEDURES: DIAGNOSIS, TREATMENT, AND COMPLICATIONS, 2020 Natasha Hill +4 more
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A Comprehensive Analysis of the Transcriptomes of Marssonina brunnea and Infected Poplar Leaves to Capture Vital Events in Host-Pathogen Interactions. [PDF]
PLoS One, 2015 Chen C +9 more
europepmc +3 more sources
Population and vital events for the city of Nis and the Nisava district [PDF]
Timocki medicinski glasnik, 2016 Milos Zlatkovic, Goran Zdravkovic
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