Classification of skin cancer using novel hyperspectral imaging engineering via YOLOv5

HY Huang, YP Hsiao, A Mukundan, YM Tsao… - Journal of Clinical …, 2023 - mdpi.com
Many studies have recently used several deep learning methods for detecting skin cancer.
However, hyperspectral imaging (HSI) is a noninvasive optics system that can obtain …

A Review of Recent Advances in Computer-Aided Detection Methods Using Hyperspectral Imaging Engineering to Detect Skin Cancer

HY Huang, YP Hsiao, R Karmakar, A Mukundan… - Cancers, 2023 - mdpi.com
Simple Summary Recent advancements in this field have shown continuous improvement,
with CAD algorithms enhancing diagnosis accuracy. The study systematically analyzes …

Automatic counterfeit currency detection using a novel snapshot hyperspectral imaging algorithm

A Mukundan, YM Tsao, WM Cheng, FC Lin, HC Wang - Sensors, 2023 - mdpi.com
In this study, a snapshot-based hyperspectral imaging (HSI) algorithm that converts RGB
images to HSI images is designed using the Raspberry Pi environment. A Windows-based …

Systematic meta-analysis of computer-aided detection to detect early esophageal cancer using hyperspectral imaging

WC Liao, A Mukundan, C Sadiaza, YM Tsao… - Biomedical Optics …, 2023 - opg.optica.org
One of the leading causes of cancer deaths is esophageal cancer (EC) because identifying
it in early stage is challenging. Computer-aided diagnosis (CAD) could detect the early …

[HTML][HTML] Technological Frontiers in Brain Cancer: A Systematic Review and Meta-Analysis of Hyperspectral Imaging in Computer-Aided Diagnosis Systems

JH Leung, R Karmakar, A Mukundan, WS Lin, F Anwar… - Diagnostics, 2024 - mdpi.com
Brain cancer is a substantial factor in the mortality associated with cancer, presenting
difficulties in the timely identification of the disease. The precision of diagnoses is …

Regularity through randomness: Bioinspired quasi-amorphous photonic structures for multilevel information encryption

J Huang, Q Li, G Liu, X Song, T Lü, Z Xie… - Chemical Engineering …, 2024 - Elsevier
The biological world has produced a wealth of complex photonic materials offering
abundant design inspirations. However, creating these intricate photonic structures …

Assessment of hyperspectral imaging and CycleGAN-simulated narrowband techniques to detect early esophageal cancer

KY Yang, A Mukundan, YM Tsao, XH Shi… - Scientific Reports, 2023 - nature.com
The clinical signs and symptoms of esophageal cancer (EC) are often not discernible until
the intermediate or advanced phases. The detection of EC in advanced stages significantly …

The Dvaraka Initiative: Mars's First Permanent Human Settlement Capable of Self-Sustenance

A Mukundan, A Patel, B Shastri, H Bhatt, A Phen… - Aerospace, 2023 - mdpi.com
From the farthest reaches of the universe to our own galaxy, there are many different
celestial bodies that, even though they are very different, each have their own way of being …

[HTML][HTML] Large-Area Film Thickness Identification of Transparent Glass by Hyperspectral Imaging

SY Huang, R Karmakar, YY Chen, WC Hung… - Sensors, 2024 - mdpi.com
This study introduces a novel method for detecting and measuring transparent glass sheets
using hyperspectral imaging (HSI). The main goal of this study is to create a conversion …

Spectrum aided vision enhancer enhances mucosal visualization by hyperspectral imaging in capsule endoscopy

YP Wang, R Karmakar, A Mukundan, YM Tsao… - Scientific Reports, 2024 - nature.com
Narrow-band imaging (NBI) is more efficient in detecting early gastrointestinal cancer than
white light imaging (WLI). NBI technology is available only in conventional endoscopy, but …