Edge deep learning in computer vision and medical diagnostics: a comprehensive survey

Y Xu, TM Khan, Y Song, E Meijering - Artificial Intelligence Review, 2025 - Springer
Edge deep learning, a paradigm change reconciling edge computing and deep learning,
facilitates real-time decision making attuned to environmental factors through the close …

On the potentials of surface tactile imaging and dilated residual networks for early detection of colorectal cancer polyps

N Venkatayogi, Q Hu, OC Kara… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
This study proposes a novel diagnosis framework to decrease the early detection miss rate
of colorectal cancer (CRC) polyps by using a hypersensitive vision-based tactile sensor …

Design and development of a novel soft and inflatable tactile sensing balloon for early diagnosis of colorectal cancer polyps

OC Kara, H Kim, J Xue, TG Mohanraj… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
In this paper, with the goal of addressing the high early-detection miss rate of colorectal
cancer (CRC) polyps during a colonoscopy procedure, we propose the design and …

A novel soft and inflatable strain-based tactile sensing balloon for enhanced diagnosis of colorectal cancer polyps via colonoscopy

MR Javazm, OC Kara, F Alambeigi - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
In this article, with the goal of addressing the lack of tactile feedback in colorectal cancer
(CRC) polyps diagnosis using a colonoscopy procedure, we propose the design and …

Robot-Enabled Machine Learning-Based Diagnosis of Gastric Cancer Polyps Using Partial Surface Tactile Imaging

S Kapuria, J Bonyun, Y Kulkarni… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
In this paper, to collectively address the existing limitations on endoscopic diagnosis of
Advanced Gastric Cancer (AGC) Tumors, for the first time, we propose (i) utilization and …

Towards Design and Development of an ArUco Markers-Based Quantitative Surface Tactile Sensor

OC Kara, C Everson, F Alambeigi - arXiv preprint arXiv:2310.08398, 2023 - arxiv.org
In this paper, with the goal of quantifying the qualitative image outputs of a Vision-based
Tactile Sensor (VTS), we present the design, fabrication, and characterization of a novel …