Matches in SemOpenAlex for { <https://semopenalex.org/work/W3081748421> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3081748421 endingPage "649" @default.
- W3081748421 startingPage "649" @default.
- W3081748421 abstract "Pneumonia is a contagious disease that causes ulcers of the lungs, and is one of the main reasons for death among children and the elderly in the world. Several deep learning models for detecting pneumonia from chest X-ray images have been proposed. One of the extreme challenges has been to find an appropriate and efficient model that meets all performance metrics. Proposing efficient and powerful deep learning models for detecting and classifying pneumonia is the main purpose of this work. In this paper, four different models are developed by changing the used deep learning method; two pre-trained models, ResNet152V2 and MobileNetV2, a Convolutional Neural Network (CNN), and a Long Short-Term Memory (LSTM). The proposed models are implemented and evaluated using Python and compared with recent similar research. The results demonstrate that our proposed deep learning framework improves accuracy, precision, F1-score, recall, and Area Under the Curve (AUC) by 99.22%, 99.43%, 99.44%, 99.44%, and 99.77%, respectively. As clearly illustrated from the results, the ResNet152V2 model outperforms other recently proposed works. Moreover, the other proposed models—MobileNetV2, CNN, and LSTM-CNN—achieved results with more than 91% in accuracy, recall, F1-score, precision, and AUC, and exceed the recently introduced models in the literature." @default.
- W3081748421 created "2020-09-08" @default.
- W3081748421 creator A5001660234 @default.
- W3081748421 creator A5091759632 @default.
- W3081748421 date "2020-08-28" @default.
- W3081748421 modified "2023-10-16" @default.
- W3081748421 title "Deep-Pneumonia Framework Using Deep Learning Models Based on Chest X-Ray Images" @default.
- W3081748421 cites W2310992461 @default.
- W3081748421 cites W2534299759 @default.
- W3081748421 cites W2581082771 @default.
- W3081748421 cites W2592929672 @default.
- W3081748421 cites W2608231518 @default.
- W3081748421 cites W2610635404 @default.
- W3081748421 cites W2777186991 @default.
- W3081748421 cites W2806252395 @default.
- W3081748421 cites W2885904631 @default.
- W3081748421 cites W2908052439 @default.
- W3081748421 cites W2914550345 @default.
- W3081748421 cites W2919115771 @default.
- W3081748421 cites W2924911266 @default.
- W3081748421 cites W2949308781 @default.
- W3081748421 cites W2952649530 @default.
- W3081748421 cites W2968605358 @default.
- W3081748421 cites W2980182400 @default.
- W3081748421 cites W2998957378 @default.
- W3081748421 cites W3005580744 @default.
- W3081748421 cites W3017309755 @default.
- W3081748421 cites W3018007233 @default.
- W3081748421 cites W3081748421 @default.
- W3081748421 doi "https://doi.org/10.3390/diagnostics10090649" @default.
- W3081748421 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7554804" @default.
- W3081748421 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32872384" @default.
- W3081748421 hasPublicationYear "2020" @default.
- W3081748421 type Work @default.
- W3081748421 sameAs 3081748421 @default.
- W3081748421 citedByCount "74" @default.
- W3081748421 countsByYear W30817484212020 @default.
- W3081748421 countsByYear W30817484212021 @default.
- W3081748421 countsByYear W30817484212022 @default.
- W3081748421 countsByYear W30817484212023 @default.
- W3081748421 crossrefType "journal-article" @default.
- W3081748421 hasAuthorship W3081748421A5001660234 @default.
- W3081748421 hasAuthorship W3081748421A5091759632 @default.
- W3081748421 hasBestOaLocation W30817484211 @default.
- W3081748421 hasConcept C100660578 @default.
- W3081748421 hasConcept C108583219 @default.
- W3081748421 hasConcept C111919701 @default.
- W3081748421 hasConcept C119857082 @default.
- W3081748421 hasConcept C126322002 @default.
- W3081748421 hasConcept C138885662 @default.
- W3081748421 hasConcept C148524875 @default.
- W3081748421 hasConcept C153180895 @default.
- W3081748421 hasConcept C154945302 @default.
- W3081748421 hasConcept C2777914695 @default.
- W3081748421 hasConcept C41008148 @default.
- W3081748421 hasConcept C41895202 @default.
- W3081748421 hasConcept C519991488 @default.
- W3081748421 hasConcept C71924100 @default.
- W3081748421 hasConcept C81363708 @default.
- W3081748421 hasConcept C81669768 @default.
- W3081748421 hasConceptScore W3081748421C100660578 @default.
- W3081748421 hasConceptScore W3081748421C108583219 @default.
- W3081748421 hasConceptScore W3081748421C111919701 @default.
- W3081748421 hasConceptScore W3081748421C119857082 @default.
- W3081748421 hasConceptScore W3081748421C126322002 @default.
- W3081748421 hasConceptScore W3081748421C138885662 @default.
- W3081748421 hasConceptScore W3081748421C148524875 @default.
- W3081748421 hasConceptScore W3081748421C153180895 @default.
- W3081748421 hasConceptScore W3081748421C154945302 @default.
- W3081748421 hasConceptScore W3081748421C2777914695 @default.
- W3081748421 hasConceptScore W3081748421C41008148 @default.
- W3081748421 hasConceptScore W3081748421C41895202 @default.
- W3081748421 hasConceptScore W3081748421C519991488 @default.
- W3081748421 hasConceptScore W3081748421C71924100 @default.
- W3081748421 hasConceptScore W3081748421C81363708 @default.
- W3081748421 hasConceptScore W3081748421C81669768 @default.
- W3081748421 hasIssue "9" @default.
- W3081748421 hasLocation W30817484211 @default.
- W3081748421 hasLocation W30817484212 @default.
- W3081748421 hasLocation W30817484213 @default.
- W3081748421 hasLocation W30817484214 @default.
- W3081748421 hasOpenAccess W3081748421 @default.
- W3081748421 hasPrimaryLocation W30817484211 @default.
- W3081748421 hasRelatedWork W2731899572 @default.
- W3081748421 hasRelatedWork W2999805992 @default.
- W3081748421 hasRelatedWork W3116150086 @default.
- W3081748421 hasRelatedWork W3133861977 @default.
- W3081748421 hasRelatedWork W3166467183 @default.
- W3081748421 hasRelatedWork W4200173597 @default.
- W3081748421 hasRelatedWork W4309640669 @default.
- W3081748421 hasRelatedWork W4312417841 @default.
- W3081748421 hasRelatedWork W4321369474 @default.
- W3081748421 hasRelatedWork W4380075502 @default.
- W3081748421 hasVolume "10" @default.
- W3081748421 isParatext "false" @default.
- W3081748421 isRetracted "false" @default.
- W3081748421 magId "3081748421" @default.
- W3081748421 workType "article" @default.