Matches in SemOpenAlex for { <https://semopenalex.org/work/W4224137776> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4224137776 abstract "Sputum smear microscopic examination is an effective, fast, and low-cost technique that is highly specific in areas with a high prevalence of pulmonary tuberculosis. Since manual screening needs trained pathologist in high prevalence zones, the possibility of deploying adequate technicians during the epidemic sessions would be impractical. This condition can cause overburdening and fatigue of working technicians which may tend to reduce the potential efficiency of Tuberculosis (TB) diagnosis. Hence, automation of sputum inspection is the most appropriate aspect in TB outbreak zones to maximize the detection ability. Sputum collection, smear preparing, staining, interpreting smears, and reporting of TB severity are all part of the diagnosis of tuberculosis. This study has analyzed the risk of automating TB severity grading. According to the findings of the analysis, numerous TB-positive cases do not fit into the standard TB severity grade while applying direct rule-driven strategy. The manual investigation, on the other hand, arbitrarily labels the TB grade on those cases. To counter the risk of automation, a fuzzy-based Tuberculosis Severity Level Categorizing Algorithm (TSLCA) is introduced to eliminate uncertainty in classifying the level of TB infection. TSLCA introduces the weight factors, which are dependent on the existence of maximum number of Acid-Fast Bacilli (AFB) per microscopic Field of View (FOV). The fuzzification and defuzzification operations are carried out using the triangular membership function. In addition, the [Formula: see text]-cut approach is used to eliminate the ambiguity in TB severity grading. Several uncertain TB microscopy screening reports are tested using the proposed TSLCA. Based on the experimental results, it is observed that the TB grading by TSLCA is consistent, error-free, significant and fits exactly into the standard criterion. As a result of the proposed TSLCA, the uncertainty of grading is eliminated and the reliability of tuberculosis diagnosis is ensured when adapting automatic diagnosis." @default.
- W4224137776 created "2022-04-20" @default.
- W4224137776 creator A5032914980 @default.
- W4224137776 creator A5075232000 @default.
- W4224137776 date "2022-03-01" @default.
- W4224137776 modified "2023-09-23" @default.
- W4224137776 title "A Fuzzy Strategy to Eliminate Uncertainty in Grading Positive Tuberculosis" @default.
- W4224137776 cites W181926368 @default.
- W4224137776 cites W1971824478 @default.
- W4224137776 cites W2016086965 @default.
- W4224137776 cites W2031933300 @default.
- W4224137776 cites W2063307888 @default.
- W4224137776 cites W2103601356 @default.
- W4224137776 cites W2108049621 @default.
- W4224137776 cites W2164876670 @default.
- W4224137776 cites W2327917541 @default.
- W4224137776 cites W2478859391 @default.
- W4224137776 cites W2757917007 @default.
- W4224137776 cites W2775401696 @default.
- W4224137776 cites W2806699389 @default.
- W4224137776 cites W28653841 @default.
- W4224137776 cites W2883924445 @default.
- W4224137776 cites W2912148500 @default.
- W4224137776 cites W3046879885 @default.
- W4224137776 cites W3134317421 @default.
- W4224137776 cites W4290041864 @default.
- W4224137776 cites W647955820 @default.
- W4224137776 doi "https://doi.org/10.1142/s1469026822500067" @default.
- W4224137776 hasPublicationYear "2022" @default.
- W4224137776 type Work @default.
- W4224137776 citedByCount "0" @default.
- W4224137776 crossrefType "journal-article" @default.
- W4224137776 hasAuthorship W4224137776A5032914980 @default.
- W4224137776 hasAuthorship W4224137776A5075232000 @default.
- W4224137776 hasConcept C115901376 @default.
- W4224137776 hasConcept C124101348 @default.
- W4224137776 hasConcept C127413603 @default.
- W4224137776 hasConcept C142724271 @default.
- W4224137776 hasConcept C147176958 @default.
- W4224137776 hasConcept C154945302 @default.
- W4224137776 hasConcept C177713679 @default.
- W4224137776 hasConcept C2776301714 @default.
- W4224137776 hasConcept C2777286243 @default.
- W4224137776 hasConcept C2781069245 @default.
- W4224137776 hasConcept C41008148 @default.
- W4224137776 hasConcept C58166 @default.
- W4224137776 hasConcept C71924100 @default.
- W4224137776 hasConcept C78519656 @default.
- W4224137776 hasConceptScore W4224137776C115901376 @default.
- W4224137776 hasConceptScore W4224137776C124101348 @default.
- W4224137776 hasConceptScore W4224137776C127413603 @default.
- W4224137776 hasConceptScore W4224137776C142724271 @default.
- W4224137776 hasConceptScore W4224137776C147176958 @default.
- W4224137776 hasConceptScore W4224137776C154945302 @default.
- W4224137776 hasConceptScore W4224137776C177713679 @default.
- W4224137776 hasConceptScore W4224137776C2776301714 @default.
- W4224137776 hasConceptScore W4224137776C2777286243 @default.
- W4224137776 hasConceptScore W4224137776C2781069245 @default.
- W4224137776 hasConceptScore W4224137776C41008148 @default.
- W4224137776 hasConceptScore W4224137776C58166 @default.
- W4224137776 hasConceptScore W4224137776C71924100 @default.
- W4224137776 hasConceptScore W4224137776C78519656 @default.
- W4224137776 hasIssue "01" @default.
- W4224137776 hasLocation W42241377761 @default.
- W4224137776 hasOpenAccess W4224137776 @default.
- W4224137776 hasPrimaryLocation W42241377761 @default.
- W4224137776 hasRelatedWork W2342011470 @default.
- W4224137776 hasRelatedWork W2367214875 @default.
- W4224137776 hasRelatedWork W2378376371 @default.
- W4224137776 hasRelatedWork W2388792642 @default.
- W4224137776 hasRelatedWork W2412999881 @default.
- W4224137776 hasRelatedWork W2415759662 @default.
- W4224137776 hasRelatedWork W2748952813 @default.
- W4224137776 hasRelatedWork W2884171184 @default.
- W4224137776 hasRelatedWork W2899084033 @default.
- W4224137776 hasRelatedWork W3215265998 @default.
- W4224137776 hasVolume "21" @default.
- W4224137776 isParatext "false" @default.
- W4224137776 isRetracted "false" @default.
- W4224137776 workType "article" @default.