Author

Nattavut Sriwiboon

Observed name: Sriwiboon, Nattavut

Observed institutions: Mahasarakham University, Kalasin University

ORCID: 0009-0003-2636-8671

Observed ORCID: 0009-0003-2636-8671

OpenAlex ID: A5074109969

Simple and Lightweight HTTPS Enforcement to Protect against SSL Striping Attack

2012 · Somnuk Puangpronpitag, Nattavut Sriwiboon · International Conference on Computational Intelligence, Communication Systems and Networks (CICSyN) · 21

A Customized CNN Architecture with CLAHE for Multi-Stage Diabetic Retinopathy Classification

2024 · Songgrod Phimphisan, Nattavut Sriwiboon · Engineering Technology & Applied Science Research · 15

PDF

Efficient and lightweight CNN model for COVID-19 diagnosis from CT and X-ray images using customized pruning and quantization techniques

2025 · Nattavut Sriwiboon · Neural Computing and Applications · 14

A High-Performance Deep Learning Framework for Skin Lesion Segmentation Based on DeepLabv3 + and Multi-Scale Context Modeling

2025 · Nattavut Sriwiboon · Biomedical Materials & Devices · 10

Efficient COVID-19 Detection using Optimized MobileNetV3-Small with SRGAN for Web Application

2025 · Nattavut Sriwiboon, Songgrod Phimphisan · Engineering Technology & Applied Science Research · 7

PDF

Artificial Intelligence for EMS Triage: A Data-Driven Approach to Emergency Patient Prioritization in Kalasin Province, Thailand

2025 · Songgrod Phimphisan, Woragon Wichaiyo, et al. · Engineering Technology & Applied Science Research · 3

PDF

Explainable artificial intelligence (XAI) for efficient lung cancer diagnosis using transformer–CNN hybrid with metadata fusion

2026 · Nattavut Sriwiboon · Neural Computing and Applications · 2

TCE-Net: A Dual-Stage Attention-Aware Ensemble Model for Robust DDoS Attack Classification

2025 · Songgrod Phimphisan, Nattavut Sriwiboon, et al. · Journal of Robotics and Control (JRC) · 2

A Transformer-Enhanced CNN Framework for EEG Emotion Detection with Lightweight Gray Wolf Optimization and SHAP Analysis

2025 · Nattavut Sriwiboon, Songgrod Phimphisan · Journal of Robotics and Control (JRC) · 2

Improvement the Performance of the Chest X-ray Image Classification with Convolutional Neural Network Model by Using Image Augmentations Technique for COVID-19 Diagnosis

2020 · Nattavut Sriwiboon · The Journal of King Mongkut s University of Technology North Bangkok · 2

EESU-Net: edge-enhanced swin-transformer network for accurate and efficient 3D brain-tumor segmentation

2026 · Nattavut Sriwiboon · Neural Computing and Applications · 1

Explainable ConvNeXt framework with attention rollout for breast cancer classification from histopathological images

2026 · Nattavut Sriwiboon · Discover Artificial Intelligence · 1

Dual-Stage Deep Learning Framework for Prostate Cancer Grading Using Swin U-Net and Attention-Based CNNs

2025 · Nattavut Sriwiboon, Songgrod Phimphisan · Journal of Soft Computing and Data Mining · 1

PDF

Clinically Scalable Deep Learning for Stroke Multicenter Validation of an Ultra-Efficient NCCT-Based Diagnostic Framework

2025 · Nattavut Sriwiboon · Research Square · 1

PDF

An Explainable CNN–LSTM Framework for Monthly Crude Oil Price Forecasting Using WTI Time Series Data

2025 · Joompol Thongjamroon, Songgrod Phimphisan, et al. · Journal of Robotics and Control (JRC) · 1

การพัฒนาระบบช่วยคัดกรองโรคอัลไซเมอร์ระยะเริ่มต้นจากภาพ MRI ด้วย Deep Learning สำหรับบริบทระบบสาธารณสุขไทย

2026 · Sriwiboon, Nattavut, PAENGWONG, THANYAMAI · JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY

PDF

การเพิ่มประสิทธิภาพแบบจำลองโครงข่ายประสาทแบบคอนโวลูชันสำหรับการจำแนกสายพันธุ์ข้าวด้วยตัวดำเนินการพรีวิทท์ที่ปรับแต่งเฉพาะ

2026 · Singthongchai, Jatsada, Klongdee, Suttipong, et al. · วารสารวิทยาศาสตร์และเทคโนโลยี มหาวิทยาลัยมหาสารคาม (Journal of Science and Technology Mahasarakham University)

PDF

A novel hybrid model for brain tumor classification leveraging U-Net segmentation and ResNet50 architecture

2026 · Nattavut Sriwiboon, Songgrod Phimphisan · Bulletin of Electrical Engineering and Informatics

PDF

MetaSeg-Net: A Compact Deep Learning Framework for Accurate MRI Stroke Lesion Segmentation Across Domains

2026 · Nattavut Sriwiboon · SSRN Electronic Journal

การพัฒนาฐานความรู้ออนโทโลยีสำหรับการสืบค้นเชิงความหมายการแปรรูปปลาบนพื้นฐานภูมิปัญญาชุมชน

2025 · Sriwiboon, Nattavut, Sumungkaset, Achara, et al. · JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY

PDF

ระบบผู้เชี่ยวชาญการใช้สมุนไพรรักษาโรคบนฐานความรู้ภูมิปัญญาสุขภาพด้วยเทคนิค การจำแนกข้อมูลแบบต้นไม้ตัดสินใจ (The Expert System for Herbs Usage Based on Wisdom-Knowledge in Terms of Health Using Tree Classification Decision Techniques)

2021 · Sumungkaset, Achara, Sriwiboon, Nattavut · Sripatum Review of Science and Technology

PDF