Deep learning radiomics of dual-energy computed tomography for predicting lymph node metastases of pancreatic ductal adenocarcinoma
出版年份 2021 全文链接
标题
Deep learning radiomics of dual-energy computed tomography for predicting lymph node metastases of pancreatic ductal adenocarcinoma
作者
关键词
-
出版物
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-10-15
DOI
10.1007/s00259-021-05573-z
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
- (2021) Hyuna Sung et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Quantitative definitions of pain, CA19-9, and tumor size as high-risk features of resectable pancreatic cancer: a single-center retrospective cohort study
- (2021) Dongni Xu et al. Gland Surgery
- Differentiating malignant and benign necrotic lung lesions using kVp-switching dual-energy spectral computed tomography
- (2021) Qi Li et al. BMC MEDICAL IMAGING
- Dual-energy computed tomography could reliably differentiate metastatic from non-metastatic lymph nodes of less than 0.5 cm in patients with papillary thyroid carcinoma
- (2021) Ying Zou et al. Quantitative Imaging in Medicine and Surgery
- Dual-energy CT quantitative parameters for the differentiation of benign from malignant lesions and the prediction of histopathological and molecular subtypes in breast cancer
- (2021) Xiaoxia Wang et al. Quantitative Imaging in Medicine and Surgery
- Pancreatic cancer surveillance and its ongoing challenges: is it time to refine our eligibility criteria?
- (2021) Thomas P Potjer GUT
- Surgery for pancreatic cancer: recent progress and future directions
- (2021) Zachary J. Brown et al. Hepatobiliary Surgery and Nutrition
- Pancreatic ductal adenocarcinoma: a radiomics nomogram outperforms clinical model and TNM staging for survival estimation after curative resection
- (2020) Tiansong Xie et al. EUROPEAN RADIOLOGY
- Dual-energy CT–based deep learning radiomics can improve lymph node metastasis risk prediction for gastric cancer
- (2020) Jing Li et al. EUROPEAN RADIOLOGY
- Contrast-enhanced CT radiomics for predicting lymph node metastasis in pancreatic ductal adenocarcinoma: a pilot study
- (2020) Ke Li et al. CANCER IMAGING
- Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multi-center study
- (2020) D. Dong et al. ANNALS OF ONCOLOGY
- A microRNA Signature Identifies Pancreatic Ductal Adenocarcinoma Patients at Risk for Lymph Node Metastases
- (2020) Satoshi Nishiwada et al. GASTROENTEROLOGY
- Transfer Learning via Deep Neural Networks for Implant Fixture System Classification Using Periapical Radiographs
- (2020) Jong-Eun Kim et al. Journal of Clinical Medicine
- Systematic Review and Metaanalysis of Lymph Node Metastases of Resected Pancreatic Neuroendocrine Tumors
- (2020) Masayuki Tanaka et al. ANNALS OF SURGICAL ONCOLOGY
- Neutrophil–lymphocyte ratio (NLR) was associated with prognosis and immunomodulatory in patients with pancreatic ductal adenocarcinoma (PDAC)
- (2020) Zi-jun Xiang et al. BIOSCIENCE REPORTS
- A Deep Learning and Grad-CAM based Color Visualization Approach for Fast Detection of COVID-19 Cases using Chest X-ray and CT-Scan Images
- (2020) Harsh Panwar et al. CHAOS SOLITONS & FRACTALS
- A Radiomics Nomogram for the Preoperative Prediction of Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma
- (2020) Jiahao Gao et al. Frontiers in Oncology
- Predictive value of the Ki67 index for lymph node metastasis of small non-functioning pancreatic neuroendocrine neoplasms
- (2019) Toshihiko Masui et al. SURGERY TODAY
- Objective and subjective comparison of virtual monoenergetic vs. polychromatic images in patients with pancreatic ductal adenocarcinoma
- (2019) Lucian Beer et al. EUROPEAN RADIOLOGY
- Radiomics of multi-parametric MRI for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer: a multicenter study
- (2019) Zhenyu Liu et al. CLINICAL CANCER RESEARCH
- Head and neck squamous cell carcinoma: prediction of cervical lymph node metastasis by dual-energy CT texture analysis with machine learning
- (2019) Reza Forghani et al. EUROPEAN RADIOLOGY
- The value of 18F-FDG PET/CT and carbohydrate antigen 19-9 in predicting lymph node micrometastases of pancreatic cancer
- (2019) Siyang Wang et al. Abdominal Radiology
- Relationship Between Radiomics and Risk of Lymph Node Metastasis in Pancreatic Ductal Adenocarcinoma
- (2019) Yun Bian et al. PANCREAS
- Binary logistic regression modeling with TensorFlow™
- (2019) Zhongheng Zhang et al. Annals of Translational Medicine
- The Role of Dual-Energy Computed Tomography in Assessment of Abdominal Oncology and Beyond
- (2018) Desiree E. Morgan RADIOLOGIC CLINICS OF NORTH AMERICA
- Axillary Sentinel Lymph Nodes in Breast Cancer: Quantitative Evaluation at Dual-Energy CT
- (2018) Xiang Zhang et al. RADIOLOGY
- What Does Deep Learning See? Insights From a Classifier Trained to Predict Contrast Enhancement Phase From CT Images
- (2018) Kenneth A. Philbrick et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Dual-Energy CT
- (2017) Jaykumar R. Nair et al. JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY
- A Comprehensive Assessment of Accurate Lymph Node Staging and Preoperative Detection in Resected Pancreatic Cancer
- (2017) Toshiro Masuda et al. JOURNAL OF GASTROINTESTINAL SURGERY
- Preoperative Gemcitabine-based Chemoradiation Therapy for Borderline Resectable Pancreatic Cancer
- (2016) Hidenori Takahashi et al. ANNALS OF SURGERY
- Development and Validation of a Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer
- (2016) Yan-qi Huang et al. JOURNAL OF CLINICAL ONCOLOGY
- A Pilot Study Evaluating Serum MMP7 as a Preoperative Prognostic Marker for Pancreatic Ductal Adenocarcinoma Patients
- (2016) Sam C. Wang et al. JOURNAL OF GASTROINTESTINAL SURGERY
- Preoperative Gemcitabine-based Chemoradiation Therapy for Resectable and Borderline Resectable Pancreatic Cancer
- (2015) Reena Ravikumar et al. ANNALS OF SURGERY
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Projecting Cancer Incidence and Deaths to 2030: The Unexpected Burden of Thyroid, Liver, and Pancreas Cancers in the United States
- (2014) L. Rahib et al. CANCER RESEARCH
- Preoperative Gemcitabine-Based Chemoradiation Therapy for Resectable and Borderline Resectable Pancreatic Cancer
- (2013) Hidenori Takahashi et al. ANNALS OF SURGERY
- Comparison of dual-energy CT-derived iodine content and iodine overlay of normal, inflammatory and metastatic squamous cell carcinoma cervical lymph nodes
- (2013) Ahmed M. Tawfik et al. EUROPEAN RADIOLOGY
- High resolution MRI for non-invasive mouse lymph node mapping
- (2013) Zhuoli Zhang et al. JOURNAL OF IMMUNOLOGICAL METHODS
- Lymph node characterization in vivo using endoscopic ultrasound spectrum analysis with electronic array echo endoscopes
- (2012) R. Kumon et al. ENDOSCOPY
- Perineural Invasion and Lymph Node Involvement as Indicators of Surgical Outcome and Pattern of Recurrence in the Setting of Preoperative Gemcitabine-Based Chemoradiation Therapy for Resectable Pancreatic Cancer
- (2011) Hidenori Takahashi et al. ANNALS OF SURGERY
- Preoperative Diagnosis of Lymph Node Metastasis in Biliary and Pancreatic Carcinomas: Evaluation of the Combination of Multi-detector CT and Serum CA19-9 Level
- (2010) Atsushi Nanashima et al. DIGESTIVE DISEASES AND SCIENCES
- Proteomic profiling in pancreatic cancer with and without lymph node metastasis
- (2008) Yazhou Cui et al. INTERNATIONAL JOURNAL OF CANCER
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