Abnormal Lung Quantification in Chest CT Images of COVID‐19 Patients with Deep Learning and its Application to Severity Prediction
Sign Up to like & getrecommendations! Published in 2020 at "Medical Physics"
DOI: 10.1002/mp.14609
Abstract: Abstract Objective CT provides rich diagnosis and severity information of COVID‐19 in clinical practice. However, there is no computerized tool to automatically delineate COVID‐19 infection regions in chest CT scans for quantitative assessment in advanced… read more here.
Keywords: covid patients; segmentation; infection; severity prediction ... See more keywords
Crowdsourced bug report severity prediction based on text and image understanding via heterogeneous graph convolutional networks
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Software: Evolution and Process"
DOI: 10.1002/smr.2705
Abstract: In the process of crowdsourced testing, massive bug reports are submitted. Among them, the severity level of the bug report is an important indicator for traigers of crowdsourced platforms to arrange the order of reports… read more here.
Keywords: heterogeneous graph; report; severity; bug report ... See more keywords
Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes
Sign Up to like & getrecommendations! Published in 2025 at "Neurosurgical Review"
DOI: 10.1007/s10143-025-03678-9
Abstract: Accurately predicting the severity of subarachnoid hemorrhage (SAH) is critical for informing clinical decisions and improving patient outcomes. This study addresses the challenges of imbalanced data in SAH severity classification by employing the Modified Rankin… read more here.
Keywords: sah severity; stage; class; subarachnoid hemorrhage ... See more keywords
Food allergy severity prediction: quite a way to go yet?
Sign Up to like & getrecommendations! Published in 2020 at "Expert Review of Clinical Immunology"
DOI: 10.1080/1744666x.2020.1770083
Abstract: Food allergy can be life threatening, and there is currently no curative treatment. The prevalence of food allergy and the number of hospital admissions for food-induced anaphylaxis have increased ... read more here.
Keywords: severity prediction; food allergy; food; prediction quite ... See more keywords
Multi-tasking deep network for tinnitus classification and severity prediction from multimodal structural MR images
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/acab33
Abstract: Objective: Subjective tinnitus is an auditory phantom perceptual disorder without an objective biomarker. Fast and efficient diagnostic tools will advance clinical practice by detecting or confirming the condition, tracking change in severity, and monitoring treatment… read more here.
Keywords: tinnitus classification; severity; severity prediction;
Evaluating COVID-19 severity prediction and immune dynamics with NULISAseq: Insights from the IMPACC study.
Sign Up to like & getrecommendations! Published in 2025 at "Journal of immunology"
DOI: 10.1093/jimmun/vkaf263
Abstract: Abstract The National Institutes of Health–funded IMPACC (IMmunoPhenotyping Assessment in a COVID-19 Cohort) evaluated longitudinal clinical and immunological features of human patients hospitalized for COVID-19. This study focuses on comparing the novel NULISAseq assay with… read more here.
Keywords: evaluating covid; severity; severity prediction; covid severity ... See more keywords
Traffic Accident’s Severity Prediction: A Deep-Learning Approach-Based CNN Network
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2903319
Abstract: In traffic accident, an accurate and timely severity prediction method is necessary for the successful deployment of an intelligent transportation system to provide corresponding levels of medical aid and transportation in a timely manner. The… read more here.
Keywords: severity prediction; traffic accident; traffic;
Road Crash Injury Severity Prediction Using a Graph Neural Network Framework
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3373885
Abstract: Crash severity prediction is a challenging research area, where the objective is to accurately assess the extent of severity of an injury resulting from road traffic accidents. The main aim of existing studies is to… read more here.
Keywords: crash; road; graph neural; severity ... See more keywords
CovTANet: A Hybrid Tri-Level Attention-Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2020.3048391
Abstract: Rapid and precise diagnosis of COVID-19 is one of the major challenges faced by the global community to control the spread of this overgrowing pandemic. In this article, a hybrid neural network is proposed, named… read more here.
Keywords: diagnosis; severity prediction; attention; lesion segmentation ... See more keywords
Static-Dynamic Temporal Networks for Parkinson’s Disease Detection and Severity Prediction
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2023.3269569
Abstract: Most patients with Parkinson’s disease (PD) have different degrees of movement disorders, and effective gait analysis has a huge potential for uncovering hidden gait patterns to achieve the diagnosis of patients with PD. In this… read more here.
Keywords: severity prediction; parkinson disease; temporal networks; static dynamic ... See more keywords
An Optimized Hyperparameter of Convolutional Neural Network Algorithm for Bug Severity Prediction in Alzheimer's-Based IoT System
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/7210928
Abstract: Softwares are involved in all aspects of healthcare, such as booking appointments to software systems that are used for treatment and care of patients. Many vendors and consultants develop high quality software healthcare systems such… read more here.
Keywords: neural network; severity prediction; medical devices; bug severity ... See more keywords