Cargando…

Malignant thoracic lymph node classification with deep convolutional neural networks on real-time endobronchial ultrasound (EBUS) images

BACKGROUND: Thoracic lymph node (LN) evaluation is essential for the accurate diagnosis of lung cancer and deciding the appropriate course of treatment. Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is considered a standard method for mediastinal nodal staging. This st...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yong, Seung Hyun, Lee, Sang Hoon, Oh, Sang-Il, Keum, Ji-Soo, Kim, Kyung Nam, Park, Moo Suk, Chang, Yoon Soo, Kim, Eun Young
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AME Publishing Company 2022
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8825650/ https://www.ncbi.nlm.nih.gov/pubmed/35242624 http://dx.doi.org/10.21037/tlcr-21-870

Ejemplares similares

In EBUS Signo Vinces: New Indications in Thoracic Oncology for Mediastinal Lymph Node Staging Using Endobronchial Ultrasound
por: Guarize, Juliana, et al.
Publicado: (2022)

New endobronchial ultrasound (EBUS) techniques
por: Gilberto, Guilherme Moratti, et al.
Publicado: (2022)

Diagnostic accuracy of endobronchial ultrasound-transbronchial needle aspiration (EBUS-TBNA) for mediastinal lymph node staging of lung cancer
por: Torre, Massimo, et al.
Publicado: (2021)

Esophagus lyomyoma diagnosed with convex endobronchial ultrasound (EBUS)
por: Zarogoulidis, Paul, et al.
Publicado: (2018)

Impact of Endobronchial Ultrasound (EBUS) Training on the Diagnostic Yield of Conventional Transbronchial Needle Aspiration for Lymph Node Stations 4R and 7
por: Sehgal, Inderpaul Singh, et al.
Publicado: (2016)

Clinical Applications of Endobronchial Ultrasound (EBUS) Scope: Challenges and Opportunities
por: Biondini, Davide, et al.
Publicado: (2023)

Endobronchial Seeding of Squamous Lung Carcinoma with Mediastinal Lymph Involvement Node after EBUS: A Case Report
por: Duchemann, Boris, et al.
Publicado: (2021)

Schwannoma arising in mediastinal lymph node diagnosed by endobronchial ultrasound
por: Kang, Lae Hyung, et al.
Publicado: (2019)

Lymph node characteristics of sarcoidosis with endobronchial ultrasound
por: Ozgul, Mehmet Akif, et al.
Publicado: (2014)

Utility of EBUS-TBNA in PET-positive mediastinal lymph nodes in subjects with extra-thoracic malignancy
por: Mehta, Ravindra M., et al.
Publicado: (2019)

Endobronchial ultrasound-guided transbronchial needle aspiration in the diagnosis of non-lymph node thoracic lesions
por: Yang, Huizhen, et al.
Publicado: (2013)

Endobronchial Ultrasound Elastography for Diagnosing Mediastinal and Hilar Lymph Nodes
por: He, Hai-Yan, et al.
Publicado: (2015)

Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA): A practical approach
por: Mohan, Harsh
Publicado: (2016)

Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) in diagnosis of mediastinal lesions
por: dos Santos, Ricardo Sales, et al.
Publicado: (2018)

Clinical utility of EBUS‐TBNA of hilar, interlobar, and lobar lymph nodes in patients with primary lung cancer
por: Wi, Seungbum, et al.
Publicado: (2022)

Relationship between endobronchial ultrasound‐guided (EBUS)‐transbronchial needle aspiration utility and computed tomography staging, node size at EBUS, and positron emission tomography scan node standard uptake values: A retrospective analysis
por: Marchand, Clare, et al.
Publicado: (2017)

Sclerosing pneumocytoma diagnosed by preoperative endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA)
por: Shiina, Yuki, et al.
Publicado: (2018)

Implementing Endobronchial Ultrasound-Guided (EBUS) for Staging and Diagnosis of Lung Cancer: A Cost Analysis
por: Lizama, Catalina, et al.
Publicado: (2018)

Erratum: Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) in diagnosis of mediastinal lesions
Publicado: (2018)

Diagnostic Accuracy of Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA) in Real Life
por: Murthi, Mukunthan, et al.
Publicado: (2020)

Impact of different sedation modalities on endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA)
por: Ciriaco, Paola
Publicado: (2020)

Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA): Technical Updates and Pathological Yield
por: Jaliawala, Huzaifa A., et al.
Publicado: (2021)

A Survey of Endobronchial Ultrasound-guided Transbronchial Needle Aspiration (EBUS-TBNA) practices in India
por: Madan, Karan, et al.
Publicado: (2022)

Delays in Diagnosis and Treatment in Patients Underwent Endobronchial Ultrasound-Transbronchial Needle Aspiration (EBUS-TBNA)
por: Gülçek, Emine, et al.
Publicado: (2022)

Endobronchial ultrasound elastography strain ratio for mediastinal lymph node diagnosis
por: Rozman, Ales, et al.
Publicado: (2015)

The role of endobronchial ultrasound elastography in the diagnosis of mediastinal and hilar lymph nodes
por: Gu, Ye, et al.
Publicado: (2017)

Radial Endobronchial Ultrasound (EBUS) Guided Suction Catheter-Biopsy in Histological Diagnosis of Peripheral Pulmonary Lesions
por: Zaric, Bojan, et al.
Publicado: (2016)

Safety and Diagnostic Accuracy of the Transnasal Approach for Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA)
por: Piro, Roberto, et al.
Publicado: (2023)

All-shot Aspirations in Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA) Are Associated With Malignancy
por: Sun, Xuefeng, et al.
Publicado: (2023)

Correlating Ultrasonographic Features of Lymph Nodes During Endobronchial Ultrasound With Final Outcome
por: Joseph, Tinku, et al.
Publicado: (2022)

A valuable endobronchial ultrasound scoring system predicting malignant lymph nodes
por: Guler, Nurcan, et al.
Publicado: (2023)

Assessment of endobronchial ultrasound‐guided bronchoscopy (EBUS) intranodal forceps biopsy added to EBUS 19‐gauge transbronchial needle aspiration: A blinded pathology panel analysis
por: Lachkar, Samy, et al.
Publicado: (2023)

The diagnostic utility of ultrasound elastography to differentiate tuberculosis and sarcoidosis during endobronchial ultrasound–guided transbronchial needle aspiration (EBUS-TBNA)
por: Madan, Manu, et al.
Publicado: (2022)

Incidental Diagnosis of Pulmonary Embolism in Asymptomatic Patient Using Endobronchial Ultrasound (EBUS) During Mediastinal Lymphadenopathy Assessment
por: Abuserewa, Sherif T, et al.
Publicado: (2021)

Accidental fracture of EBUS-TBNA needle during sampling of an enlarged mediastinal lymph node
por: Tariq, Syed Mohammad
Publicado: (2016)

Endobronchial ultrasound transbronchial needle aspiration in the evaluation of the mediastinum lymph nodes: safety evaluation
por: Syrigos, Kostantinos, et al.
Publicado: (2015)

Effectiveness of the Benign and Malignant Diagnosis of Mediastinal and Hilar Lymph Nodes by Endobronchial Ultrasound Elastography
por: Huang, Haidong, et al.
Publicado: (2017)

Comparison of Epidermal Growth Factor Receptor Mutations between Metastatic Lymph Node Diagnosed by EBUS-TBNA and Primary Tumor in Non-Small Cell Lung Cancer
por: Kang, Hyo Jae, et al.
Publicado: (2016)

Endobronchial ultrasound: beyond nodes and masses
por: Joshi, Sharad, et al.
Publicado: (2015)

Prognosis of multi‐level N2‐positive non‐small cell lung cancer according to lymph node staging using endobronchial ultrasound‐transbronchial biopsy
por: Yoon, Hee‐Young, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_5q88r43i5sp9735o98c6k1a814