Cargando…

PET/CT based cross-modal deep learning signature to predict occult nodal metastasis in lung cancer

Occult nodal metastasis (ONM) plays a significant role in comprehensive treatments of non-small cell lung cancer (NSCLC). This study aims to develop a deep learning signature based on positron emission tomography/computed tomography to predict ONM of clinical stage N0 NSCLC. An internal cohort (n = ...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhong, Yifan, Cai, Chuang, Chen, Tao, Gui, Hao, Deng, Jiajun, Yang, Minglei, Yu, Bentong, Song, Yongxiang, Wang, Tingting, Sun, Xiwen, Shi, Jingyun, Chen, Yangchun, Xie, Dong, Chen, Chang, She, Yunlang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657428/ https://www.ncbi.nlm.nih.gov/pubmed/37980411 http://dx.doi.org/10.1038/s41467-023-42811-4

Ejemplares similares

Deep learning for predicting major pathological response to neoadjuvant chemoimmunotherapy in non-small cell lung cancer: A multicentre study
por: She, Yunlang, et al.
Publicado: (2022)

Potential clinical value of PET/CT in predicting occult nodal metastasis in T1-T2N0M0 lung cancer patients staged by PET/CT
por: Zhou, Xiang, et al.
Publicado: (2017)

Radiomics: a potential biomarker for N2 malignancy in clinical stage I lung adenocarcinoma
por: Deng, Jiajun, et al.
Publicado: (2020)

Feasibility of double sleeve lobectomy after neoadjuvant chemotherapy in patients with non-small-cell lung cancer
por: Bao, Yi, et al.
Publicado: (2022)

Primary Invasive Mucinous Adenocarcinoma of the Lung: Prognostic Value of CT Imaging Features Combined with Clinical Factors
por: Wang, Tingting, et al.
Publicado: (2021)

Occult Nodal Metastasis in Oral Cavity Cancers
por: Arain, Asif Ali, et al.
Publicado: (2020)

The Implementation of FDG PET/CT for Staging Bladder Cancer: Changes in the Detection and Characteristics of Occult Nodal Metastases at Upfront Radical Cystectomy?
por: Einerhand, Sarah M. H., et al.
Publicado: (2023)

PET/CT for Predicting Occult Lymph Node Metastasis in Gastric Cancer
por: Ma, Danyu, et al.
Publicado: (2022)

A systematic review and meta-analysis of thoracoscopic versus thoracotomy sleeve lobectomy
por: Zhong, Yifan, et al.
Publicado: (2020)

Nodal recurrence patterns on PET/CT after RTOG-based nodal radiotherapy for prostate cancer
por: Liskamp, C.P., et al.
Publicado: (2020)

The detection value of PD-L1 expression in biopsy specimens and surgical resection specimens in non-small cell lung cancer: a meta-analysis
por: Wang, Yang, et al.
Publicado: (2021)

Nodal Disease and Survival in Oral Cancer: Is Occult Metastasis a Burden Factor Compared to Preoperatively Nodal Positive Neck?
por: Haidari, Selgai, et al.
Publicado: (2022)

Prediction of Occult Contralateral Nodal Metastasis in Surgical Treated p16 Negative Oropharyngeal Squamous Cell Carcinoma
por: Huang, Hui-Shan, et al.
Publicado: (2022)

A machine learning-based prediction of the micropapillary/solid growth pattern in invasive lung adenocarcinoma with radiomics
por: He, Bingxi, et al.
Publicado: (2021)

Lung and Nodal Involvement in Nontuberculous Mycobacterial Disease: PET/CT Role
por: Del Giudice, Ginevra, et al.
Publicado: (2015)

The development and validation of a circulating tumor cells-based integrated model for improving the indeterminate lung solid nodules diagnosis
por: Wan, Ziwei, et al.
Publicado: (2023)

Prognostic Significance of the Proposed Residual Tumor Classification in Patients With NSCLC After Sleeve Lobectomy
por: Chen, Tao, et al.
Publicado: (2023)

Prognostic value of whole-body SUVmax of nodal and extra-nodal lesions detected by (18)F-FDG PET/CT in extra-nodal NK/T-cell lymphoma
por: Liang, Jin-Hua, et al.
Publicado: (2016)

Occult Hip Prosthetic Loosening Diagnosed by [18F] Fluoride-PET/CT
por: Ullmark, Gösta
Publicado: (2020)

PET/CT of breast cancer regional nodal recurrences: an evaluation of contouring atlases
por: Beaton, Laura, et al.
Publicado: (2020)

Prognostic Value of FDG PET/CT in Patients with Nodal Peripheral T-Cell Lymphoma
por: Choi, Woo Hee, et al.
Publicado: (2023)

Genopathomic profiling identifies signatures for immunotherapy response of lung adenocarcinoma via confounder-aware representation learning
por: Deng, Jiajun, et al.
Publicado: (2022)

Occult tumour-induced osteomalacia causing lesion detected by FDG-PET/CT scan
por: Gupta, Nitin, et al.
Publicado: (2020)

Value of (18)F-FDG PET/CT in the detection of occult malignancy in patients with dermatomyositis
por: Li, Xiuming, et al.
Publicado: (2020)

Early stage NSCLS patients’ prognostic prediction with multi-information using transformer and graph neural network model
por: Lian, Jie, et al.
Publicado: (2022)

Evaluation of Histomorphological Parameters to Predict Occult Nodal Metastasis in Early-Stage Oral Squamous Cell Carcinoma
por: Verma, Rahul, et al.
Publicado: (2022)

PET-CT staging of the neck in cancers of the oropharynx: patterns of regional and retropharyngeal nodal metastasis
por: Tauzin, Marcie, et al.
Publicado: (2010)

Integrated Biomarkers for Indeterminate Pulmonary Nodules: Is 2-Year Imaging Follow-Up Enough for Suspected Benign Lesions?
por: Zhao, Mengmeng, et al.
Publicado: (2022)

A new method for predicting survival in stage I non-small cell lung cancer patients: nomogram based on macrophage immunoscore, TNM stage and lymphocyte-to-monocyte ratio
por: Gao, Jiani, et al.
Publicado: (2020)

Nodal staging score and adequacy of nodal staging
por: Chen, Hui-Min, et al.
Publicado: (2019)

Diagnostic challenges in a patient with an occult insulinoma:(68 )Ga‐DOTA‐exendin‐4 PET/CT and (68)Ga‐DOTATATE PET/CT
por: Bongetti, Elisa, et al.
Publicado: (2018)

Nodal and osseous oligometastatic prostate cancer: a cohort including the introduction of PSMA-PET/CT-guided stereotactic and hypofractionated radiotherapy with elective nodal therapy
por: Gawish, Ahmed, et al.
Publicado: (2022)

Conversion from Selective to Comprehensive Neck Dissection: Is It Necessary for Occult Nodal Metastasis? 5-Year Observational Study
por: Park, Sun Min, et al.
Publicado: (2013)

Prevalence of occult nodal metastases in squamous cell carcinoma of the temporal bone: a systematic review and meta-analysis
por: Borsetto, Daniele, et al.
Publicado: (2022)

Correlation of PET-CT nodal SUVmax with p16 positivity in oropharyngeal squamous cell carcinoma
por: Clark, Jessica, et al.
Publicado: (2015)

COVID-19 vaccination induced axillary nodal uptake on [18F]FDG PET/CT
por: Nawwar, Ayah Adel, et al.
Publicado: (2021)

Plug inguinal hernia repair mimicking nodal spread of prostate cancer on PSMA-PET/CT
por: Muñoz, Genevieve C., et al.
Publicado: (2022)

Impact of (18)F-FDG PET/CT, CT and EBUS/TBNA on preoperative mediastinal nodal staging of NSCLC
por: Al-Ibraheem, Akram, et al.
Publicado: (2021)

Diagnostic Accuracy of FEC-PET/CT, FDG-PET/CT, and Diffusion-Weighted MRI in Detection of Nodal Metastases in Surgically Treated Endometrial and Cervical Carcinoma
por: Rockall, Andrea G., et al.
Publicado: (2021)

Occult papillary thyroid carcinoma with cystic nodal metastasis mimicking a thyroglossal duct cyst: A case report
por: Mimery, Alexander, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_n9297s91heru4tjrh0ambnktqb