Search Results - "Karnjanapreechakorn, Sarattha"

Knowing Your Dog Breed: Identifying a Dog Breed with Deep Learning by Borwarnginn, Punyanuch, Kusakunniran, Worapan, Karnjanapreechakorn, Sarattha, Thongkanchorn, Kittikhun

“…Dog breed identification is essential for many reasons, particularly for understanding individual breeds’ conditions, health concerns, interaction behavior,…”
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Fast MRI reconstruction using StrainNet with dual-domain loss on spatial and frequency spaces by Kusakunniran, Worapan, Karnjanapreechakorn, Sarattha, Siriapisith, Thanongchai, Saiviroonporn, Pairash

“…One of the main challenges to obtain a high throughput in the MRI process is a slow signal acquisition. This process could be improved using a parallel imaging…”
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Multi-level pooling encoder-decoder convolution neural network for MRI reconstruction by Karnjanapreechakorn, Sarattha, Kusakunniran, Worapan, Siriapisith, Thanongchai, Saiviroonporn, Pairash

“…MRI reconstruction is one of the critical processes of MRI machines, along with the acquisition. Due to a slow processing time of signal acquiring, parallel…”
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A 'what-if' scenario: Nipah virus attacks pig trade chains in Thailand by Wongnak, Phrutsamon, Thanapongtharm, Weerapong, Kusakunniran, Worapan, Karnjanapreechakorn, Sarattha, Sutassananon, Krittanat, Kalpravidh, Wantanee, Wongsathapornchai, Kachen, Wiratsudakul, Anuwat

“…Nipah virus (NiV) is a fatal zoonotic agent that was first identified amongst pig farmers in Malaysia in 1998, in an outbreak that resulted in 105 fatal human…”
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Encoder-decoder network with RMP for tongue segmentation by Kusakunniran, Worapan, Borwarnginn, Punyanuch, Karnjanapreechakorn, Sarattha, Thongkanchorn, Kittikhun, Ritthipravat, Panrasee, Tuakta, Pimchanok, Benjapornlert, Paitoon

“…Tongue and its movements can be used for several medical-related tasks, such as identifying a disease and tracking a rehabilitation. To be able to focus on a…”
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COVID-19 detection and heatmap generation in chest x-ray images by Kusakunniran, Worapan, Karnjanapreechakorn, Sarattha, Siriapisith, Thanongchai, Borwarnginn, Punyanuch, Sutassananon, Krittanat, Tongdee, Trongtum, Saiviroonporn, Pairash

“…The outbreak of COVID-19 or coronavirus was first reported in 2019. It has widely and rapidly spread around the world. The detection of COVID-19 cases is one…”
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Detecting and staging diabetic retinopathy in retinal images using multi-branch CNN by Kusakunniran, Worapan, Karnjanapreechakorn, Sarattha, Choopong, Pitipol, Siriapisith, Thanongchai, Tesavibul, Nattaporn, Phasukkijwatana, Nopasak, Prakhunhungsit, Supalert, Boonsopon, Sutasinee

“…Purpose This paper aims to propose a solution for detecting and grading diabetic retinopathy (DR) in retinal images using a convolutional neural network…”
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Hybrid Learning of Vessel Segmentation in Retinal Images by Kusakunniran, Worapan, Charoenpanich, Peeraphat, Samunyanoraset, Perapat, Suksai, Sarocha, Karnjanapreechakorn, Sarattha, Wu, Qiang, Zhang, Jian

“…This paper aims to develop a technique of vessel segmentation in retinal images. Interpreting the segmented vessels is necessary for the automatic detection of…”
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