Zobrazeno 1 - 10
of 3 389
pro vyhledávání: '"Texture Features"'
Publikováno v:
Jisuanji kexue yu tansuo, Vol 18, Iss 11, Pp 2980-2995 (2024)
The simulation of object occlusion strategies in data augmentation sets all the pixels in the randomly cropped region of the input image to zero, which erases the effective texture features and leads to poor network generalization. Therefore, this pa
Externí odkaz:
https://doaj.org/article/ea309a1b1b8a4445b7f27cf31e2fe185
Autor:
Xiaojie Yu, Jingyuan Liu, Yinping Lu, Shintaro Funahashi, Toshiya Murai, Jinglong Wu, Qi Li, Zhilin Zhang
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-18 (2024)
Abstract Convolutional neural networks (CNNs) for extracting structural information from structural magnetic resonance imaging (sMRI), combined with functional magnetic resonance imaging (fMRI) and neuropsychological features, has emerged as a pivota
Externí odkaz:
https://doaj.org/article/b566f26a87c845cab356c5027283ca18
Publikováno v:
Alexandria Engineering Journal, Vol 109, Iss , Pp 112-125 (2024)
Alzheimer disease is a neurological disorder that affects the elderly, caused by abnormal protein buildup in the brain. It leads to difficulties such as financial mismanagement, disorientation, behavioral changes, and repetitive speech. The existing
Externí odkaz:
https://doaj.org/article/410d286036ae431e9ad637f330ccda1a
Publikováno v:
BMC Medical Imaging, Vol 24, Iss 1, Pp 1-22 (2024)
Abstract Background Cancer pathology shows disease development and associated molecular features. It provides extensive phenotypic information that is cancer-predictive and has potential implications for planning treatment. Based on the exceptional p
Externí odkaz:
https://doaj.org/article/f9c12945bb2e4f9fa3b22bad8f966471
Autor:
Neree Payan, Benoit Presles, Charles Coutant, Isabelle Desmoulins, Sylvain Ladoire, Françoise Beltjens, François Brunotte, Jean-Marc Vrigneaud, Alexandre Cochet
Publikováno v:
EJNMMI Research, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Background: The aim of this study is to investigate the added value of combining tumour blood flow (BF) and metabolism parameters, including texture features, with clinical parameters to predict, at baseline, the pathological complete respon
Externí odkaz:
https://doaj.org/article/c9ec157b39b2468e84ff3d4667dfdc97
Autor:
Aryan Safakish, Amir Moslemi, Daniel Moore-Palhares, Lakshmanan Sannachi, Ian Poon, Irene Karam, Andrew Bayley, Ana Pejovic-Milic, Gregory J. Czarnota
Publikováno v:
Radiation, Vol 4, Iss 2, Pp 192-212 (2024)
Background: Head and neck cancer treatment does not yield desired outcomes for all patients. This investigation aimed to explore the feasibility of predicting treatment outcomes from routine pre-treatment magnetic resonance images (MRIs). Radiomics f
Externí odkaz:
https://doaj.org/article/2cb32c2ce8634a9a94f94b8f81770cf4
Autor:
Xin Qiu, Tianfeng Zhu, Zhenhui Zhao, Zhiwen Cui, Hansheng Deng, Shengping Tang, Leonardo Antonio Sechi, Gianfilippo Caggiari, Cailei Zhao, Zhu Xiong
Publikováno v:
Journal of Orthopaedic Surgery and Research, Vol 19, Iss 1, Pp 1-10 (2024)
Abstract Objectives To develop an objective method based on texture analysis on MRI for diagnosis of congenital muscular torticollis (CMT). Material and methods The T1- and T2-weighted imaging, Q-dixon, and T1-mapping MRI data of 38 children with CMT
Externí odkaz:
https://doaj.org/article/899044f33c204708971a649d37db514f
Publikováno v:
Geocarto International, Vol 39, Iss 1 (2024)
Arable land is the fundamental guarantee of agricultural production, and accessing accurate arable land information is particularly crucial. A novel deep learning model named CNX-eMLP with ConvNeXt as the backbone and an enhanced Multilayer Perceptro
Externí odkaz:
https://doaj.org/article/42ae19afff3141d89ebc3f9a5d2d9b07
Autor:
Nabin Kumar Naik, M. Venkata Subbarao, Prabira Kumar Sethy, Santi Kumari Behera, Gyana Ranjan Panigrahi
Publikováno v:
Journal of Agriculture and Food Research, Vol 18, Iss , Pp 101397- (2024)
Rice, which has the highest production and consumption rates worldwide, is one of the main nutrients in our country because it is economical and nutritious. Rice undergoes various stages of production from the field to the dinner tables, with the cle
Externí odkaz:
https://doaj.org/article/aa245e8ab7d84fbf82f3100522d2038b
Publikováno v:
Radiation, Vol 4, Iss 1, Pp 50-68 (2024)
(1) Background: Some cancer patients do not experience tumour shrinkage but are still at risk of experiencing unwanted treatment side effects. Radiomics refers to mining biomedical images to quantify textural characterization. When radiomics features
Externí odkaz:
https://doaj.org/article/7bd17c9777c74771ae85fb68d9ac7611