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[HTML][HTML] The applications of radiomics in precision diagnosis and treatment of oncology: opportunities and challenges
Medical imaging can assess the tumor and its environment in their entirety, which makes it
suitable for monitoring the temporal and spatial characteristics of the tumor. Progress in …
suitable for monitoring the temporal and spatial characteristics of the tumor. Progress in …
From handcrafted to deep-learning-based cancer radiomics: challenges and opportunities
Recent advancements in signal processing (SP) and machine learning, coupled with
electronic medical record kee** in hospitals and the availability of extensive sets of …
electronic medical record kee** in hospitals and the availability of extensive sets of …
Towards clinical application of image mining: a systematic review on artificial intelligence and radiomics
Purpose The aim of this systematic review was to analyse literature on artificial intelligence
(AI) and radiomics, including all medical imaging modalities, for oncological and non …
(AI) and radiomics, including all medical imaging modalities, for oncological and non …
Radiomics with artificial intelligence for precision medicine in radiation therapy
Recently, the concept of radiomics has emerged from radiation oncology. It is a novel
approach for solving the issues of precision medicine and how it can be performed, based …
approach for solving the issues of precision medicine and how it can be performed, based …
Radiomics analysis of magnetic resonance imaging improves diagnostic performance of lymph node metastasis in patients with cervical cancer
Background and purpose Robust parameters are needed to predict lymph node metastasis
(LNM) in locally advanced cervical cancer patients in order to select optimal treatment …
(LNM) in locally advanced cervical cancer patients in order to select optimal treatment …
Radiomics-based pretherapeutic prediction of non-response to neoadjuvant therapy in locally advanced rectal cancer
Objective The aim of this study was to investigate whether pretherapeutic, multiparametric
magnetic resonance imaging (MRI) radiomic features can be used for predicting non …
magnetic resonance imaging (MRI) radiomic features can be used for predicting non …
Radiomics in oncology, part 1: technical principles and gastrointestinal application in CT and MRI
Simple Summary Part I is an overview aimed to investigate some technical principles and
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …
Multiparametric MRI-based radiomics analysis for prediction of breast cancers insensitive to neoadjuvant chemotherapy
Purpose To evaluate the value of multiparametric magnetic resonance imaging (MRI) in
pretreatment prediction of breast cancers insensitive to neoadjuvant chemotherapy (NAC) …
pretreatment prediction of breast cancers insensitive to neoadjuvant chemotherapy (NAC) …
Development and validation of a radiomics nomogram model for predicting postoperative recurrence in patients with esophageal squamous cell cancer who achieved …
Q Qiu, J Duan, H Deng, Z Han, J Gu, NJ Yue… - Frontiers in …, 2020 - frontiersin.org
Background and purpose: Although patients with esophageal squamous cell carcinoma
(ESCC) can achieve a pathological complete response (pCR) after neoadjuvant …
(ESCC) can achieve a pathological complete response (pCR) after neoadjuvant …
Improving radiation physics, tumor visualisation, and treatment quantification in radiotherapy with spectral or dual‐energy CT
MF Kruis - Journal of applied clinical medical physics, 2022 - Wiley Online Library
Over the past decade, spectral or dual‐energy CT has gained relevancy, especially in
oncological radiology. Nonetheless, its use in the radiotherapy (RT) clinic remains limited …
oncological radiology. Nonetheless, its use in the radiotherapy (RT) clinic remains limited …