Detection of colorectal polyps from colonoscopy using machine learning: A survey on modern techniques

K ELKarazle, V Raman, P Then, C Chua - Sensors, 2023 - mdpi.com
Given the increased interest in utilizing artificial intelligence as an assistive tool in the
medical sector, colorectal polyp detection and classification using deep learning techniques …

A reliable and sensitive framework for simultaneous type and stage detection of colorectal cancer polyps

OC Kara, N Venkatayogi, N Ikoma… - Annals of Biomedical …, 2023 - Springer
With the goal of enhancing the early diagnosis of colorectal cancer (CRC) polyps and
reducing the risk of mortality in cancer patients, in this article, we present a unique diagnosis …

Inter-finger small object manipulation with DenseTact optical tactile sensor

WK Do, B Aumann, C Chungyoun… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
The ability to grasp and manipulate small objects in cluttered environments remains a
significant challenge. This letter introduces a novel approach that utilizes a tactile sensor …

Hysense: A hyper-sensitive and high-fidelity vision-based tactile sensor

OC Kara, N Ikoma, F Alambeigi - 2022 IEEE Sensors, 2022 - ieeexplore.ieee.org
In this paper, to address the sensitivity and dura-bility trade-off of Vision based Tactile
Sensor (VTSs), we in-troduce a hyper-sensitive and high-fidelity VTS called HySenSe. We …

[HTML][HTML] Applications of Machine Learning in Cancer Imaging: A Review of Diagnostic Methods for Six Major Cancer Types

AI Dumachi, C Buiu - Electronics, 2024 - mdpi.com
Machine learning (ML) methods have revolutionized cancer analysis by enhancing the
accuracy of diagnosis, prognosis, and treatment strategies. This paper presents an …

A soft and inflatable vision-based tactile sensor for inspection of constrained and confined spaces

H Kim, OC Kara, F Alambeigi - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
In this article, we present the design, fabrication, and characterization of a new class of
tactile sensing called soft and inflatable vision-based tactile sensing (SI-VTS). SI-VTS …

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 …

A smart handheld edge device for on-site diagnosis and classification of texture and stiffness of excised colorectal cancer polyps

OC Kara, J Xue, N Venkatayogi… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
This paper proposes a smart handheld textural sensing medical device with complementary
Machine Learning (ML) algorithms to enable on-site Colorectal Cancer (CRC) polyp …

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 …