Matches in SemOpenAlex for { <https://semopenalex.org/work/W3198145928> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W3198145928 abstract "The lung infection in human causes various respiratory problems, which affects the oxygen supply in blood stream. Tuberculosis (TB) is a severe lung disease in humans and the uncontrolled TB causes various respiratory problems, including death. TB is also a communicable disease and appropriate diagnosis and treatment will reduce the severity of the disease. This research aims to implement a novel disease diagnosis procedure to detect the TB infection in chest X-ray with better accuracy. This research employs the concatenation of deep-features (DF) with handcrafted-features (HF) to improve the diagnostic accuracy. In this work, the VGG16 is employed to extort the DF and the HF is obtained using the discrete-wavelet-transform (DWT) approach. The optimal values of DF and HF are arranged as per their rank and then a serial feature concatenation is employed to get a new 1D feature (DF+HF). This feature is then considered to train and validate the performance of considered classifiers using a 5-fold cross validation and it offered an accuracy of >97% with the Fine-Tree classifier." @default.
- W3198145928 created "2021-09-13" @default.
- W3198145928 creator A5032532281 @default.
- W3198145928 creator A5037566676 @default.
- W3198145928 creator A5087570253 @default.
- W3198145928 date "2021-07-30" @default.
- W3198145928 modified "2023-10-12" @default.
- W3198145928 title "Detection of Tuberculosis in Chect X-Ray using Cancatinated Deep and Handcrafted Features" @default.
- W3198145928 cites W2157597800 @default.
- W3198145928 cites W2339614848 @default.
- W3198145928 cites W2885133924 @default.
- W3198145928 cites W2983132969 @default.
- W3198145928 cites W2998641003 @default.
- W3198145928 cites W3028427008 @default.
- W3198145928 cites W3045801508 @default.
- W3198145928 cites W3120013103 @default.
- W3198145928 cites W3155473047 @default.
- W3198145928 cites W3165957853 @default.
- W3198145928 doi "https://doi.org/10.1109/icscan53069.2021.9526492" @default.
- W3198145928 hasPublicationYear "2021" @default.
- W3198145928 type Work @default.
- W3198145928 sameAs 3198145928 @default.
- W3198145928 citedByCount "2" @default.
- W3198145928 countsByYear W31981459282022 @default.
- W3198145928 crossrefType "proceedings-article" @default.
- W3198145928 hasAuthorship W3198145928A5032532281 @default.
- W3198145928 hasAuthorship W3198145928A5037566676 @default.
- W3198145928 hasAuthorship W3198145928A5087570253 @default.
- W3198145928 hasConcept C114614502 @default.
- W3198145928 hasConcept C138885662 @default.
- W3198145928 hasConcept C142724271 @default.
- W3198145928 hasConcept C153180895 @default.
- W3198145928 hasConcept C154945302 @default.
- W3198145928 hasConcept C196216189 @default.
- W3198145928 hasConcept C2776401178 @default.
- W3198145928 hasConcept C2781069245 @default.
- W3198145928 hasConcept C33923547 @default.
- W3198145928 hasConcept C41008148 @default.
- W3198145928 hasConcept C41895202 @default.
- W3198145928 hasConcept C47432892 @default.
- W3198145928 hasConcept C52622490 @default.
- W3198145928 hasConcept C71924100 @default.
- W3198145928 hasConcept C87619178 @default.
- W3198145928 hasConcept C95623464 @default.
- W3198145928 hasConceptScore W3198145928C114614502 @default.
- W3198145928 hasConceptScore W3198145928C138885662 @default.
- W3198145928 hasConceptScore W3198145928C142724271 @default.
- W3198145928 hasConceptScore W3198145928C153180895 @default.
- W3198145928 hasConceptScore W3198145928C154945302 @default.
- W3198145928 hasConceptScore W3198145928C196216189 @default.
- W3198145928 hasConceptScore W3198145928C2776401178 @default.
- W3198145928 hasConceptScore W3198145928C2781069245 @default.
- W3198145928 hasConceptScore W3198145928C33923547 @default.
- W3198145928 hasConceptScore W3198145928C41008148 @default.
- W3198145928 hasConceptScore W3198145928C41895202 @default.
- W3198145928 hasConceptScore W3198145928C47432892 @default.
- W3198145928 hasConceptScore W3198145928C52622490 @default.
- W3198145928 hasConceptScore W3198145928C71924100 @default.
- W3198145928 hasConceptScore W3198145928C87619178 @default.
- W3198145928 hasConceptScore W3198145928C95623464 @default.
- W3198145928 hasLocation W31981459281 @default.
- W3198145928 hasOpenAccess W3198145928 @default.
- W3198145928 hasPrimaryLocation W31981459281 @default.
- W3198145928 hasRelatedWork W2150768546 @default.
- W3198145928 hasRelatedWork W2169308097 @default.
- W3198145928 hasRelatedWork W2373577936 @default.
- W3198145928 hasRelatedWork W2389596151 @default.
- W3198145928 hasRelatedWork W2784004155 @default.
- W3198145928 hasRelatedWork W3091984855 @default.
- W3198145928 hasRelatedWork W3095575180 @default.
- W3198145928 hasRelatedWork W3167790492 @default.
- W3198145928 hasRelatedWork W4221148444 @default.
- W3198145928 hasRelatedWork W4306784355 @default.
- W3198145928 isParatext "false" @default.
- W3198145928 isRetracted "false" @default.
- W3198145928 magId "3198145928" @default.
- W3198145928 workType "article" @default.