Cargando…

Deep Learning-Based Stage-Wise Risk Stratification for Early Lung Adenocarcinoma in CT Images: A Multi-Center Study

SIMPLE SUMMARY: Prediction of the malignancy and invasiveness of ground glass nodules (GGNs) from computed tomography images is a crucial task for radiologists in risk stratification of early-stage lung adenocarcinoma. In order to solve this challenge, a two-stage deep neural network (DNN) was devel...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gong, Jing, Liu, Jiyu, Li, Haiming, Zhu, Hui, Wang, Tingting, Hu, Tingdan, Li, Menglei, Xia, Xianwu, Hu, Xianfang, Peng, Weijun, Wang, Shengping, Tong, Tong, Gu, Yajia
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8269183/ https://www.ncbi.nlm.nih.gov/pubmed/34209366 http://dx.doi.org/10.3390/cancers13133300

Ejemplares similares

Three-Dimensional CT Texture Analysis to Differentiate Colorectal Signet-Ring Cell Carcinoma and Adenocarcinoma
por: Yue, Yali, et al.
Publicado: (2019)

Comparison and Fusion of Deep Learning and Radiomics Features of Ground-Glass Nodules to Predict the Invasiveness Risk of Stage-I Lung Adenocarcinomas in CT Scan
por: Xia, Xianwu, et al.
Publicado: (2020)

CT Morphological Features Integrated With Whole-Lesion Histogram Parameters to Predict Lung Metastasis for Colorectal Cancer Patients With Pulmonary Nodules
por: Hu, TingDan, et al.
Publicado: (2019)

An ensemble deep learning model for risk stratification of invasive lung adenocarcinoma using thin-slice CT
por: Zhou, Jing, et al.
Publicado: (2023)

Development of a novel combined nomogram model integrating deep learning-pathomics, radiomics and immunoscore to predict postoperative outcome of colorectal cancer lung metastasis patients
por: Wang, Renjie, et al.
Publicado: (2022)

A short-term follow-up CT based radiomics approach to predict response to immunotherapy in advanced non-small-cell lung cancer
por: Gong, Jing, et al.
Publicado: (2022)

Concurrent Dual-Contrast Enhancement Using Fe(3)O(4) Nanoparticles to Achieve a CEST Signal Controllability
por: Hu, Feixiang, et al.
Publicado: (2023)

Surgical management of periampullary adenocarcinoma: defining an optimal prognostic lymph node stratification schema
por: He, Chaobin, et al.
Publicado: (2018)

Assessment of Primary Colorectal Cancer CT Radiomics to Predict Metachronous Liver Metastasis
por: Li, Yue, et al.
Publicado: (2022)

Robust deep learning model for prognostic stratification of pancreatic ductal adenocarcinoma patients
por: Ju, Jie, et al.
Publicado: (2021)

Prostate Region-Wise Imaging Biomarker Profiles for Risk Stratification and Biochemical Recurrence Prediction
por: Sánchez Iglesias, Ángel, et al.
Publicado: (2023)

Skeletal muscle denervation investigations: selecting an experimental control wisely
por: Liu, Haiming, et al.
Publicado: (2019)

Optimizing the Deep Neural Networks by Layer-Wise Refined Pruning and the Acceleration on FPGA
por: Li, Hengyi, et al.
Publicado: (2022)

Pixel-Wise Crack Detection Using Deep Local Pattern Predictor for Robot Application
por: Li, Yundong, et al.
Publicado: (2018)

A feasible CT feature to differentiate focal‐type autoimmune pancreatitis from pancreatic ductal adenocarcinoma
por: He, Chaobin, et al.
Publicado: (2019)

Radiologic Identification of Pathologic Tumor Invasion in Patients With Lung Adenocarcinoma
por: Ye, Ting, et al.
Publicado: (2023)

Coupled immune stratification and identification of therapeutic candidates in patients with lung adenocarcinoma
por: Hu, Weilei, et al.
Publicado: (2020)

Risk stratification in GIST: shape quantification with CT is a predictive factor
por: Wei, Sheng-cai, et al.
Publicado: (2020)

Integrative deep learning analysis improves colon adenocarcinoma patient stratification at risk for mortality
por: Zhou, Jie, et al.
Publicado: (2023)

Preoperative CT-Based Deep Learning Model for Predicting Risk Stratification in Patients With Gastrointestinal Stromal Tumors
por: Kang, Bing, et al.
Publicado: (2021)

Deep learning-based automated segmentation of eight brain anatomical regions using head CT images in PET/CT
por: Wang, Tong, et al.
Publicado: (2022)

Head CT for Minor Head Injury Presenting to the Emergency Department in the Era of Choosing Wisely
por: DeAngelis, John, et al.
Publicado: (2017)

Clinicopathologic features and prognostic value of epidermal growth factor receptor mutation in patients with pT1a and pT1b invasive lung adenocarcinoma after surgical resection
por: Chen, Shiqi, et al.
Publicado: (2021)

The genetic landscape of pancreatic head ductal adenocarcinoma in China and prognosis stratification
por: Yang, Yefan, et al.
Publicado: (2022)

Differential Evolution Based Layer-Wise Weight Pruning for Compressing Deep Neural Networks
por: Wu, Tao, et al.
Publicado: (2021)

Systems biology approach to stage-wise characterization of epigenetic genes in lung adenocarcinoma
por: Pradhan, Meeta P, et al.
Publicado: (2013)

NeuronMotif: Deciphering cis-regulatory codes by layer-wise demixing of deep neural networks
por: Wei, Zheng, et al.
Publicado: (2023)

Deep learning-enhanced radiomics for histologic classification and grade stratification of stage IA lung adenocarcinoma: a multicenter study
por: Pei, Guotian, et al.
Publicado: (2023)

Pathologic stratification of operable lung adenocarcinoma using radiomics features extracted from dual energy CT images
por: Bae, Jung Min, et al.
Publicado: (2016)

CT Texture Analysis for Differentiating Bronchiolar Adenoma, Adenocarcinoma In Situ, and Minimally Invasive Adenocarcinoma of the Lung
por: Sun, Jinju, et al.
Publicado: (2021)

Stratification of malignant renal neoplasms from cystic renal lesions using deep learning and radiomics features based on a stacking ensemble CT machine learning algorithm
por: He, Quan-Hao, et al.
Publicado: (2022)

Nathan the wise /
por: Lessing, Gotthold Ephraim, 1729-1781
Publicado: (1972)

Words for the Wise
Publicado: (1887)

Words for the Wise
Publicado: (1887)

The Opportunity for the Wise
Publicado: (1919)

PatientWise
por: Spathis, G S
Publicado: (1995)

Wise Workers
Publicado: (1863)

Wise in Time
Publicado: (1871)

The Wise Teacher
Publicado: (1870)

Wise Charities
Publicado: (1860)

Cannot write session to /tmp/vufind_sessions/sess_9lhgd65dl5oqs2pjmt81a7aeb0