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Author

Peerapon Vateekul

3 papers indexed here

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Conference Aug 2026

VCE-DINO: Robust Video Capsule Endoscopy Anatomy Recognition via DINO Pretraining and Imbalance-Aware Learning

Video Capsule Endoscopy (VCE) enables noninvasive visualization of the gastrointestinal (GI) tract by capturing large-scale image streams as the capsule traverses multiple anatomical regions. Accurate recognition of major anatomical locations (e.g., mouth, esophagus, stomach, small intestine, and colon) is essential fo...

Chayapon Sasnarukkit, Natawut Nupairoj, Peerapon Vateekul · 0 citations

What Limits Us? Analyzing Self-Reported Limitations in NLP Research

A large-scale analysis of the Limitations sections from ACL and EMNLP papers published between 2020 and 2025 to understand what researchers disclose about their own work is conducted, and a novel human-AI framework for iterative hybrid qualitative coding is implemented.

Tawan Thaepprasit, Peeranuth Kehasukcharoen, Wang Ding et al. · 0 citations
Review Open access Sep 2026

Development and clinical translation of smartphone-based digital biomarkers for Parkinson's disease: a structured review.

Smartphone-based digital biomarkers offer a promising approach to improving diagnostic accuracy in PD and are emerging as a frontier in precision neurology and scalable PD care, however, these findings have several limitations and should be interpreted with caution.

O. Phokaewvarangkul, Suppakorn Yamutai, R. Bhidayasiri et al. · 0 citations

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