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Akademický článek

Comparing deep learning and handcrafted radiomics to predict chemoradiotherapy response for locally advanced cervical cancer using pretreatment MRI

Autor: Sungmoon Jeong, Hosang Yu, Shin-Hyung Park, Dongwon Woo, Seoung-Jun Lee, Gun Oh Chong, Hyung Soo Han, Jae-Chul Kim

Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)

Abstract Concurrent chemoradiotherapy (CRT) is the standard treatment for locally advanced cervical cancer (LACC), but its responsiveness varies among patients. A reliable tool for predicting CRT responses is necessary for personalized cancer treatme

Externí odkaz: https://doaj.org/article/bbea507a66b24b22a5393b5472b9508d

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Pixel-wise Intensity Feature Enhancement for Improving Deep Learning based Medical Imaging Segmentation

Autor: Dongwon Woo, Sungmoon Jeong

Publikováno v: Journal of the Institute of Electronics and Information Engineers. 59:51-58

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f19e975a3184651b276329b3db03a189
https://doi.org/10.5573/ieie.2022.59.2.51

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Akademický článek

Comparing deep learning and handcrafted radiomics to predict chemoradiotherapy response for locally advanced cervical cancer using pretreatment MRI.

Autor: Jeong, Sungmoon^1,2 (AUTHOR), Yu, Hosang² (AUTHOR), Park, Shin-Hyung^3,4,5 (AUTHOR) shinhyungpark@knu.ac.kr, Woo, Dongwon² (AUTHOR), Lee, Seoung-Jun⁴ (AUTHOR), Chong, Gun Oh^6,7 (AUTHOR), Han, Hyung Soo^7,8 (AUTHOR), Kim, Jae-Chul^3,4 (AUTHOR)

Publikováno v: Scientific Reports. 1/12/2024, Vol. 14 Issue 1, p1-11. 11p.

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Reports from Kyungpook National University Describe Recent Advances in Ulcerative Colitis (Deep learning model using stool pictures for predicting endoscopic mucosal inflammation in patients with ulcerative colitis).

Publikováno v: Gastroenterology Week; 8/16/2024, p654-654, 1p

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Reports Outline Personalized Medicine Research from Kyungpook National University (Comparing deep learning and handcrafted radiomics to predict chemoradiotherapy response for locally advanced cervical cancer using pretreatment MRI).

Publikováno v: Women's Health Weekly; 2/2/2024, p740-740, 1p

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