Publications
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Journal papers · 2025
DeepATsers: a deep learning framework for one-pot SERS biosensor to detect SARS-CoV-2 virus
Ankhbayar Nyamdavaa, Kiran Kaladharan, Erdene-Ochir Ganbold, Seungdo Jeong, Seonuck Paek, Yansen Su, Fan-Gang Tseng, Tseren-Onolt Ishdorj
Scientific Reports 15, 12245
Conference papers · 2025
Rapid Detection of SARS-CoV-2 Variants via SERS and Machine Learning
Battamir Adilbish, Ankhbayar Nyamdavaa, Kiran Kaladharan, Gordon Cichon, Fan-Gang Tseng, Tseren-Onolt Ishdorj
IEEE conference, September 2025
Conference papers · 2024
A CNN Model for SERS Spectra Detection of SARS-CoV-2 Proteins
Ankhbayar Nyamdavaa, Kiran Kaladharan, Erdene-Ochir Ganbold, Battamir Adilbish, Fang-Gan Tseng, Tseren-Onolt Ishdorj
International Conference on 10th Anniversary of NMIT, New Mongol Institute of Technology
Conference papers · 2024
AI Analysis of SERS Biosensor Spectra for COVID-19
Ankhbayar Nyamdavaa, Kiran Kaladharan, Fan-Gang Tseng, Tseren-Onolt Ishdorj
2024 MicroTAS Book of Abstracts
Conference papers · 2023
Improving model evaluation scores on small data with semi-supervised learning (Бага өгөгдөлд холимог хяналттай сургалтын аргаар загварын үнэлгээг ихэсгэх нь)
Jargalsaikhan Orgil, Dashdorj Zolzaya, Batchuluun Munkh-Orgil
MMT 2023
Conference papers · 2023
Mongolian Cyrillic handwritten text recognition from image, dataset and benchmark
Erdenebat Battsetseg, Jargalsaikhan Orgil, Tserenlkham Enkhmaa
Khureltogoot 2023 (ISSN 2664-6986)
Conference papers · 2021
Continual learning: Linear layer classifier concatenation using image processing transform functions
Jargalsaikhan Orgil, Stephen Karungaru, Kenji Terada
QCAV 2021
Journal papers · 2021
Multimodal Emotion Recognition Using Non-Inertial Loss Function
Jargalsaikhan Orgil, Stephen Karungaru, Kenji Terada, Ganbold Shagdar
Journal of Signal Processing, Vol. 25, pp. 73-85
Conference papers · 2019
Facial emotion recognition accuracy improvement using deep learning
Jargalsaikhan Orgil, Stephen Karungaru
ACEAT, Kyoto, Japan, pp. 88-93