no code implementations • 6 Jul 2023 • Narongrid Seesawad, Piyalitt Ittichaiwong, Thapanun Sudhawiyangkul, Phattarapong Sawangjai, Peti Thuwajit, Paisarn Boonsakan, Supasan Sripodok, Kanyakorn Veerakanjana, Phoomraphee Luenam, Komgrid Charngkaew, Ananya Pongpaibul, Napat Angkathunyakul, Narit Hnoohom, Sumeth Yuenyong, Chanitra Thuwajit, Theerawit Wilaiprasitporn
Depending on the confidence threshold, PseudoCell can eliminate 58. 18-99. 35% of non-centroblasts tissue areas on WSI.
1 code implementation • 19 Jun 2023 • Tanut Choksatchawathi, Guntitat Sawadwuthikul, Punnawish Thuwajit, Thitikorn Keawlee, Thee Mateepithaktham, Siraphop Saisaard, Thapanun Sudhawiyangkul, Busarakum Chaitusaney, Wanumaidah Saengmolee, Theerawit Wilaiprasitporn
This paper contributes to developing fingertip PPG-based obstructive sleep apnea (OSA) event onset recognition.
no code implementations • 17 Sep 2022 • Jakkrit Nukitram, Rattanaphon Chaisaen, Phairot Autthasan, Narumon Sengnon, Juraithip Wungsintaweekul, Wanumaidah Saengmolee, Dania Cheaha, Ekkasit Kumarnsit, Thapanun Sudhawiyangkul, Theerawit Wilaiprasitporn
Here, we adopted an autoencoder (AE)-based anomaly detector called ANet to measure the similarity of mice's local field potential (LFP) features that responded to KT leave extracts and AD flu.
1 code implementation • 25 Jul 2022 • Amrest Chinkamol, Vetit Kanjaras, Phattarapong Sawangjai, Yitian Zhao, Thapanun Sudhawiyangkul, Chantana Chantrapornchai, Cuntai Guan, Theerawit Wilaiprasitporn
In this work, we propose the application of the scribble-base weakly-supervised learning method to automate the pixel-level annotation.
Ranked #1 on Retinal Vessel Segmentation on ROSE-2
no code implementations • 5 Mar 2021 • Supavit Kongwudhikunakorn, Suktipol Kiatthaveephong, Kamonwan Thanontip, Pitshaporn Leelaarporn, Maytus Piriyajitakonkij, Thananya Charoenpattarawut, Phairot Autthasan, Rattanaphon Chaisaen, Pathitta Dujada, Thapanun Sudhawiyangkul, Vorapun Senanarong, Theerawit Wilaiprasitporn
The efficiencies of EEG signals from various cognitive tasks, for dementia classification, have yet to be thoroughly investigated.
1 code implementation • 7 Feb 2021 • Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn
We integrate deep metric learning into a multi-task autoencoder to learn a compact and discriminative latent representation from EEG and perform classification simultaneously.
no code implementations • 23 Aug 2019 • Theerasarn Pianpanit, Sermkiat Lolak, Phattarapong Sawangjai, Thapanun Sudhawiyangkul, Theerawit Wilaiprasitporn
Even though there are multiple interpretation methods available for the DL model, there is no evidence of which method is suitable for PD recognition application.