2022
DOI: 10.3390/diagnostics12030736
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Aux-MVNet: Auxiliary Classifier-Based Multi-View Convolutional Neural Network for Maxillary Sinusitis Diagnosis on Paranasal Sinuses View

Abstract: Computed tomography (CT) is undoubtedly the most reliable and the only method for accurate diagnosis of sinusitis, while X-ray has long been used as the first imaging technique for early detection of sinusitis symptoms. More importantly, radiography plays a key role in determining whether or not a CT examination should be performed for further evaluation. In order to simplify the diagnostic process of paranasal sinus view and moreover to avoid the use of CT scans which have disadvantages such as high radiation… Show more

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Cited by 5 publications
(8 citation statements)
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“…Of the 79 articles identified, 3 were published in 2017, 1719 5 were published in 2018, 2024 9 were published in 2019, 2533 15 were published in 2020, 3448 31 were published in 2021, 4979 and 16 were published in 2022 80…”
Section: Resultsmentioning
confidence: 99%
See 2 more Smart Citations
“…Of the 79 articles identified, 3 were published in 2017, 1719 5 were published in 2018, 2024 9 were published in 2019, 2533 15 were published in 2020, 3448 31 were published in 2021, 4979 and 16 were published in 2022 80…”
Section: Resultsmentioning
confidence: 99%
“…Articles were published in journals of otolaryngology (n = 19), 17,18,23,26,28,30,36,38,39,42,46,52,57,65,72,77,86,87,94 radiology (n = 21), 19,22,25,29,31,33,34,45,48,51,54,55,58,67,73,74,81,8385,95 medical sciences (n = 19), 32,41,44,47,53,61,63,66,6870,76,7880,8991,93 or other areas of medicine (n = 20). 20,21,24,27,35,37,…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…In accordance with the cases raised in the diagnosis of maxillary sinusitis, the authors will discuss more about the appropriate radiographic technique (Lim et al, 2022;Starkey & Mortman, 2019). In connection with the background of the problem and the scope of the radiography of the paranasal sinuses with suspected Maxillary Sinusitis, the authors formulate the problem that arises is "How are the efforts made to obtain the results of radiographs of the paranasal sinuses with the suspicion of optimal Maxillary Sinusitis?…”
Section: Introductionmentioning
confidence: 98%
“…The paranasal sinuses, according to Murata et al (2019), have functions such as a sound resonance chamber, lighten head weight, help warm and humidify inhaled air, act as vibration dampers, and play a role in controlling the immune system. According to Little et al (2018) the paranasal sinuses have several indications such as polyps and one of the most frequently encountered is sinusitis.…”
Section: Introductionmentioning
confidence: 99%