Clinical application of machine learning models in patients with prostate cancer before prostatectomy
To build machine learning predictive models for surgical risk assessment of extracapsular extension (ECE) in patients with prostate cancer (PCa) before radical prostatectomy; and to compare the use of decision... (Source: Cancer Imaging)
Source: Cancer Imaging - February 8, 2024 Category: Radiology Authors: Adalgisa Guerra, Matthew R. Orton, Helen Wang, Marianna Konidari, Kris Maes, Nickolas K. Papanikolaou and Dow Mu Koh Tags: Research article Source Type: research
Applying ONCO-RADS to whole-body MRI cancer screening in a retrospective cohort of asymptomatic individuals
This study evaluated the prevalence rates of cancer in asymptomatic individuals undergoing WB-MRI according t... (Source: Cancer Imaging)
Source: Cancer Imaging - February 7, 2024 Category: Radiology Authors: Yong-Sin Hu, Chia-An Wu, Dao-Chen Lin, Po-Wei Lin, Han-Jui Lee, Lo-Yi Lin and Chung-Jung Lin Tags: Research article Source Type: research
The practical clinical role of machine learning models with different algorithms in predicting prostate cancer local recurrence after radical prostatectomy
The detection of local recurrence for prostate cancer (PCa) patients following radical prostatectomy (RP) is challenging and can influence the treatment plan. Our aim was to construct and verify machine learni... (Source: Cancer Imaging)
Source: Cancer Imaging - February 7, 2024 Category: Radiology Authors: Chenhan Hu, Xiaomeng Qiao, Chunhong Hu, Changhao Cao, Ximing Wang and Jie Bao Tags: Research article Source Type: research
Correlation between remnant thyroid gland I-131 uptake and serum thyroglobulin levels: can we rely on I-131 whole body scans?
I-131 treatment (RAI) decision relies heavily on serum thyroglobulin (Tg) levels, as higher Tg levels are assumed to be correlated with higher I-131 uptake. Tg elevation, negative iodine scintigraphy (TENIS) d... (Source: Cancer Imaging)
Source: Cancer Imaging - January 30, 2024 Category: Radiology Authors: Sang Hyun Hwang, KwanHyeong Jo, Jongtae Cha, Chun Goo Kang, Jiyoung Wang, Hojin Cho, Won Jun Kang and Arthur Cho Tags: Research article Source Type: research
Advances of radiolabeled GRPR ligands for PET/CT imaging of cancers
GRPR is a type of seven-transmembrane G-protein coupled receptor that belongs to the bombesin protein receptor family. It is highly expressed in various cancers, including prostate cancer, breast cancer, lung ... (Source: Cancer Imaging)
Source: Cancer Imaging - January 26, 2024 Category: Radiology Authors: Yuze Ma and Feng Gao Tags: Review Source Type: research
CT radiomics based on different machine learning models for classifying gross tumor volume and normal liver tissue in hepatocellular carcinoma
The present study utilized extracted computed tomography radiomics features to classify the gross tumor volume and normal liver tissue in hepatocellular carcinoma by mainstream machine learning methods, aiming... (Source: Cancer Imaging)
Source: Cancer Imaging - January 26, 2024 Category: Radiology Authors: Huai-wen Zhang, De-long Huang, Yi-ren Wang, Hao-shu Zhong and Hao-wen Pang Tags: Research article Source Type: research
Ultrasound microflow patterns help in distinguishing malignant from benign thyroid nodules
Vascular features are not commonly used to evaluate thyroid nodules by conventional ultrasound due to the low sensitivity. Superb Microvascular Imaging (SMI) is a new ultrasonic Doppler technology that special... (Source: Cancer Imaging)
Source: Cancer Imaging - January 25, 2024 Category: Radiology Authors: Wanying Li, Luying Gao, Yiyan Du, Ying Wang, Xiao Yang, Hongyan Wang and Jianchu Li Tags: Research article Source Type: research
MR radiomics predicts pathological complete response of esophageal squamous cell carcinoma after neoadjuvant chemoradiotherapy: a multicenter study
More than 40% of patients with resectable esophageal squamous cell cancer (ESCC) achieve pathological complete response (pCR) after neoadjuvant chemoradiotherapy (nCRT), who have favorable prognosis and may be... (Source: Cancer Imaging)
Source: Cancer Imaging - January 23, 2024 Category: Radiology Authors: Yunsong Liu, Yi Wang, Xin Wang, Liyan Xue, Huan Zhang, Zeliang Ma, Heping Deng, Zhaoyang Yang, Xujie Sun, Yu Men, Feng Ye, Kuo Men, Jianjun Qin, Nan Bi, Qifeng Wang and Zhouguang Hui Tags: Research article Source Type: research
Dual-modal radiomics nomogram based on contrast-enhanced ultrasound to improve differential diagnostic accuracy and reduce unnecessary biopsy rate in ACR TI-RADS 4 –5 thyroid nodules
American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS, TR) 4 and 5 thyroid nodules (TNs) demonstrate much more complicated and overlapping risk characteristics than TR1-3 and h... (Source: Cancer Imaging)
Source: Cancer Imaging - January 23, 2024 Category: Radiology Authors: Jia-Yu Ren, Wen-Zhi Lv, Liang Wang, Wei Zhang, Ying-Ying Ma, Yong-Zhen Huang, Yue-Xiang Peng, Jian-Jun Lin and Xin-Wu Cui Tags: Research article Source Type: research
Radiomics signature based on robust features derived from diffusion data for differentiation between benign and malignant solitary pulmonary lesions
Classifying and characterizing pulmonary lesions are critical for clinical decision-making process to identify optimal therapeutic strategies. The purpose of this study was to develop and validate a radiomics ... (Source: Cancer Imaging)
Source: Cancer Imaging - January 22, 2024 Category: Radiology Authors: Jiaxuan Zhou, Yu Wen, Ruolin Ding, Jieqiong Liu, Hanzhen Fang, Xinchun Li, Kangyan Zhao and Qi Wan Tags: Research article Source Type: research
Comparison of different classification systems for pulmonary nodules: a multicenter retrospective study in China
To compare the diagnostic performance of Lung-RADS (lung imaging-reporting and data system) 2022 and PNI-GARS (pulmonary node imaging-grading and reporting system). (Source: Cancer Imaging)
Source: Cancer Imaging - January 22, 2024 Category: Radiology Authors: Feipeng Song, Qian Yang, Tong Gong, Kai Sun, Wenjia Zhang, Mengxi Liu and Fajin Lv Tags: Research article Source Type: research
Development and validation of a nomogram model based on pretreatment ultrasound and contrast-enhanced ultrasound to predict the efficacy of neoadjuvant chemotherapy in patients with borderline resectable or locally advanced pancreatic cancer
To develop a nomogram using pretreatment ultrasound (US) and contrast-enhanced ultrasound (CEUS) to predict the clinical response of neoadjuvant chemotherapy (NAC) in patients with borderline resectable pancre... (Source: Cancer Imaging)
Source: Cancer Imaging - January 20, 2024 Category: Radiology Authors: Xiaoyi Yan, Xianshui Fu, Yang Gui, Xueqi Chen, Yuejuan Cheng, Menghua Dai, Weibin Wang, Mengsu Xiao, Li Tan, Jing Zhang, Yuming Shao, Huanyu Wang, Xiaoyan Chang and Ke Lv Tags: Research article Source Type: research
Contrast-enhanced CT radiomics features to preoperatively identify differences between tumor and proximal tumor-adjacent and tumor-distant tissues of resectable esophageal squamous cell carcinoma
Esophagectomy is the main treatment for esophageal squamous cell carcinoma (ESCC), and patients with histopathologically negative margins still have a relatively higher recurrence rate. Contrast-enhanced CT (C... (Source: Cancer Imaging)
Source: Cancer Imaging - January 19, 2024 Category: Radiology Authors: Dan Gao, Bang-guo Tan, Xiao-qian Chen, Chuanqinyuan Zhou, Jing Ou, Wen-wen Guo, Hai-ying Zhou, Rui Li, Xiao-ming Zhang and Tian-wu Chen Tags: Research article Source Type: research
Enhancing local recurrence detection in patients with high-grade soft tissue sarcoma: value of short-term Ultrasonography added to post-operative MRI surveillance
Limited data exist on the optimal postoperative surveillance protocol for high-grade soft tissue sarcoma, particularly regarding the optimal imaging modality and imaging interval for detecting local recurrence... (Source: Cancer Imaging)
Source: Cancer Imaging - January 19, 2024 Category: Radiology Authors: Ho Young Park, Hye Won Chung, Min A Yoon, Choong Guen Chee, Wanlim Kim and Jong-Seok Lee Tags: Research article Source Type: research
Effect of Hashimoto ’s thyroiditis on the dual-energy CT quantitative parameters and performance in diagnosing metastatic cervical lymph nodes in patients with papillary thyroid cancer
To evaluate the effect of Hashimoto ’s thyroiditis (HT) on dual-energy computed tomography (DECT) quantitative parameters of cervical lymph nodes (LNs) in patients with papillary thyroid cancer (PTC), and its e... (Source: Cancer Imaging)
Source: Cancer Imaging - January 18, 2024 Category: Radiology Authors: Di Geng, Yan Zhou, Ting Shang, Guo-Yi Su, Shu-shen Lin, Yan Si, Fei-Yun Wu and Xiao-Quan Xu Tags: Research article Source Type: research
