Cargando…

Fully automated volumetric measurement of malignant pleural mesothelioma by deep learning AI: validation and comparison with modified RECIST response criteria

BACKGROUND: In malignant pleural mesothelioma (MPM), complex tumour morphology results in inconsistent radiological response assessment. Promising volumetric methods require automation to be practical. We developed a fully automated Convolutional Neural Network (CNN) for this purpose, performed blin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kidd, Andrew C, Anderson, Owen, Cowell, Gordon W, Weir, Alexander J, Voisey, Jeremy P, Evison, Matthew, Tsim, Selina, Goatman, Keith A, Blyth, Kevin G
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2022
Materias:	Pleural Disease
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9685726/ https://www.ncbi.nlm.nih.gov/pubmed/35110367 http://dx.doi.org/10.1136/thoraxjnl-2021-217808

Ejemplares similares

Survival prediction in mesothelioma using a scalable Lasso regression model: instructions for use and initial performance using clinical predictors
por: Kidd, Andrew C, et al.
Publicado: (2018)

Pre-EDIT: protocol for a randomised feasibility trial of elastance-directed intrapleural catheter or talc pleurodesis (EDIT) in malignant pleural effusion
por: Martin, Geoffrey A, et al.
Publicado: (2018)

Providing safe and effective pleural medicine services in the UK: an aspirational statement from UK pleural physicians
por: Evison, Matthew, et al.
Publicado: (2018)

Chest drain aerosol generation in COVID-19 and emission reduction using a simple anti-viral filter
por: Duffy, Clodagh, et al.
Publicado: (2020)

Living beyond expectations: a qualitative study into the experience of long-term survivors with pleural mesothelioma and their carers
por: Johnson, Matthew, et al.
Publicado: (2022)

Malignant pleural mesothelioma patients’ experience by gender: findings from a cross-sectional UK-national questionnaire
por: Senek, Michaela, et al.
Publicado: (2022)

Critical analysis of the utility of initial pleural aspiration in the diagnosis and management of suspected malignant pleural effusion
por: Mercer, Rachel Mary, et al.
Publicado: (2020)

Indwelling pleural catheters for non-malignant pleural effusions: report on a single centre’s 10 years of experience
por: Frost, Nikolaj, et al.
Publicado: (2020)

Diagnostic value and safety of thoracoscopic pleural biopsies in pleural exudative effusions of unknown origin, including follow-up
por: Deschuyteneer, Evan Patrick, et al.
Publicado: (2022)

Randomised controlled trial to compare the diagnostic yield of positron emission tomography CT (PET-CT) TARGETed pleural biopsy versus CT-guided pleural biopsy in suspected pleural malignancy (TARGET trial)
por: de Fonseka, Duneesha, et al.
Publicado: (2018)

Assessment of patient-reported outcome measures in pleural interventions
por: Psallidas, Ioannis, et al.
Publicado: (2017)

Differentiation of malignant from benign pleural effusions based on artificial intelligence
por: Wang, Sufei, et al.
Publicado: (2023)

Pulmonary passport: a service evaluation study of a standardised web-based procedure logbook to aid specialist respiratory training and appraisal
por: Cheng, Andrew, et al.
Publicado: (2020)

The randomised thoracoscopic talc poudrage+indwelling pleural catheters versus thoracoscopic talc poudrage only in malignant pleural effusion trial (TACTIC): study protocol for a randomised controlled trial
por: Dipper, Alexandra, et al.
Publicado: (2023)

Minimal clinically important difference for chest discomfort in patients undergoing pleural interventions
por: Dahlberg, Greta Jean, et al.
Publicado: (2020)

Randomised placebo-controlled cross-over study examining the role of anamorelin in mesothelioma (The ANTHEM study): rationale and protocol
por: Hoon, Siao Nge, et al.
Publicado: (2020)

Biological effect of tissue plasminogen activator (t-PA) and DNase intrapleural delivery in pleural infection patients
por: Kanellakis, Nikolaos I, et al.
Publicado: (2019)

Efficacy of sonographic and biological pleurodesis indicators of malignant pleural effusion (SIMPLE): protocol of a randomised controlled trial
por: Psallidas, Ioannis, et al.
Publicado: (2017)

British Thoracic Society Training Standards for Thoracic Ultrasound (TUS)
por: Stanton, Andrew E, et al.
Publicado: (2020)

Training opportunities in thoracic ultrasound for respiratory trainees: are current guidelines practical?
por: Stanton, Andrew E, et al.
Publicado: (2019)

Giant Left Atrium Disguised as Right-Sided Pleural Effusion
por: Dixit, Ayushi, et al.
Publicado: (2018)

Malignant pleural mesothelioma: an update on investigation, diagnosis and treatment
por: Bibby, Anna C., et al.
Publicado: (2016)

Dynamic contrast-enhanced MRI of malignant pleural mesothelioma: a comparative study of pharmacokinetic models and correlation with mRECIST criteria
por: Vivoda Tomšič, Martina, et al.
Publicado: (2019)

Safety and efficacy of ambulatory management of secondary spontaneous pneumothorax: a case series
por: Khan, Fasih, et al.
Publicado: (2019)

Pneumomediastinum in marijuana users: a retrospective review of 14 cases
por: Weiss, Zoe Freeman, et al.
Publicado: (2019)

Ensuring basic competency in chest tube insertion using a simulated scenario: an international validation study
por: Hertz, Peter, et al.
Publicado: (2018)

Randomised Ambulatory Management of Primary Pneumothorax (RAMPP): protocol of an open-label, randomised controlled trial
por: Hallifax, Rob, et al.
Publicado: (2019)

Incidence of bleeding in patients on different anticoagulants and antiplatelet therapies undergoing thoracentesis
por: Aljundi, Lamia, et al.
Publicado: (2021)

Parapneumonic effusions related to Streptococcus pneumoniae: serotype and disease severity trends from 2006 to 2018 in Bristol, UK
por: Hyams, Catherine, et al.
Publicado: (2023)

Fully Human Antibodies for Malignant Pleural Mesothelioma Targeting
por: Nicolini, Fabio, et al.
Publicado: (2020)

High Occurrence of Thrombo-Embolic Complications During Long-Term Follow-up After Pleural Infections—A Single-Center Experience with 536 Consecutive Patients Over 17 Years
por: Ala-Seppälä, Henna Maria, et al.
Publicado: (2020)

RECIST criteria: our experience in daily practice
por: De Luca, S, et al.
Publicado: (2015)

Discovery of new biomarkers for malignant mesothelioma
por: Creaney, Jenette, et al.
Publicado: (2015)

Paradoxical McConnell's Sign: A Case Report on Right Ventricular Wall Abnormalities in Acute Pulmonary Embolism
por: Feldman, Daniel, et al.
Publicado: (2018)

A Very Uncommon Case of Pulmonary Hypertension
por: Ghulam Ali, Sarah, et al.
Publicado: (2018)

Results of the Meso-ORIGINS feasibility study regarding collection of matched benign-mesothelioma tissue pairs by longitudinal surveillance
por: Ferguson, Katie, et al.
Publicado: (2023)

BTS guideline for the investigation and management of malignant pleural mesothelioma
por: Woolhouse, Ian, et al.
Publicado: (2018)

A pilot study of volumetric‐modulated arc therapy for malignant pleural mesothelioma
por: Runxiao, Li, et al.
Publicado: (2016)

Response Evaluation and Survival Prediction Following PD‐1 Inhibitor in Patients With Advanced Hepatocellular Carcinoma: Comparison of the RECIST 1.1, iRECIST, and mRECIST Criteria
por: Zhou, Meng, et al.
Publicado: (2021)

Management of Septated Malignant Pleural Effusions
por: Banka, Radhika, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_evk6ji1kvtk5a34nohqoid6mdp