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Improved classification of colorectal polyps on histopathological images with ensemble learning and stain normalization
Abstract Background and Objective: Early detection of colon adenomatous polyps is critically
important because correct detection of it significantly reduces the potential of develo** …
important because correct detection of it significantly reduces the potential of develo** …
[HTML][HTML] An effective colorectal polyp classification for histopathological images based on supervised contrastive learning
Early detection of colon adenomatous polyps is pivotal in reducing colon cancer risk. In this
context, accurately distinguishing between adenomatous polyp subtypes, especially tubular …
context, accurately distinguishing between adenomatous polyp subtypes, especially tubular …
Adenoma dysplasia grading of colorectal polyps using fast fourier convolutional ResNet (FFC-ResNet)
Colorectal polyps are precursor lesions of colorectal cancer; hence, early detection and
dysplasia grading of polyps are essential for determining cancer risk, the possibility of …
dysplasia grading of polyps are essential for determining cancer risk, the possibility of …
Applications of ai and hpc in the health domain
This chapter presents the applications of artificial intelligence (AI) and high-computing
performance (HPC) in the health domain, illustrated by the description of five of the use …
performance (HPC) in the health domain, illustrated by the description of five of the use …
Histopathological Classification of Colorectal Polyps using Deep Learning
Early diagnosis and classification of colorectal polyps are critical in reducing the morbidity
and mortality rate of colorectal cancer (CRC). This paper proposes an automated method for …
and mortality rate of colorectal cancer (CRC). This paper proposes an automated method for …
Artificial intelligence methods for biomedical imaging and omics data
The use of deep learning in biomedical imaging and omics data has shown great potential
for enhancing medical diagnosis and improving patient outcomes. In this paper, we present …
for enhancing medical diagnosis and improving patient outcomes. In this paper, we present …
Kolon Polipleri için Kolonoskopi ve Histopatoloji Görüntülerinden Yapay Zekâ Destekli Prognostik Belirteç Tespiti
Kolon kanseri vakalarının çoğu kolon mukozasında anormal hücre çoğalmasından
kaynaklanan poliplerle başlar. Bu projede Kayseri Şehir Hastanesi gastroenteroloji kliniğine …
kaynaklanan poliplerle başlar. Bu projede Kayseri Şehir Hastanesi gastroenteroloji kliniğine …