Cargando…

Generalization Challenges in Drug-Resistant Tuberculosis Detection from Chest X-rays

Classification of drug-resistant tuberculosis (DR-TB) and drug-sensitive tuberculosis (DS-TB) from chest radiographs remains an open problem. Our previous cross validation performance on publicly available chest X-ray (CXR) data combined with image augmentation, the addition of synthetically generat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Karki, Manohar, Kantipudi, Karthik, Yang, Feng, Yu, Hang, Wang, Yi Xiang J., Yaniv, Ziv, Jaeger, Stefan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775073/ https://www.ncbi.nlm.nih.gov/pubmed/35054355 http://dx.doi.org/10.3390/diagnostics12010188

Ejemplares similares

Combining Radiological and Genomic TB Portals Data for Drug Resistance Analysis
por: BUI, VY C. B., et al.
Publicado: (2023)

Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays
por: Rajaraman, Sivaramakrishnan, et al.
Publicado: (2022)

Chest X-Ray Findings Comparison between Multi-drug-resistant Tuberculosis and Drug-sensitive Tuberculosis
por: Icksan, Aziza Ghanie, et al.
Publicado: (2018)

Chest ultrasound compared to chest X‐ray for pediatric pulmonary tuberculosis
por: Heuvelings, Charlotte C., et al.
Publicado: (2019)

Deep Learning Classification of Tuberculosis Chest X-rays
por: Goswami, Kartik K, et al.
Publicado: (2023)

Chest X-ray findings in drug-sensitive and drug-resistant pulmonary tuberculosis patients in Uganda
por: Oriekot, Anthony, et al.
Publicado: (2022)

Detecting drug-resistant tuberculosis in chest radiographs
por: Jaeger, Stefan, et al.
Publicado: (2018)

Deep learning-based automatic detection of tuberculosis disease in chest X-ray images
por: Showkatian, Eman, et al.
Publicado: (2022)

Machine and Deep Learning for Tuberculosis Detection on Chest X-Rays: Systematic Literature Review
por: Hansun, Seng, et al.
Publicado: (2023)

Chest X-ray Features in Drug-Resistant Tuberculosis Patients in Nigeria; a Retrospective Record Review
por: Oladimeji, Olanrewaju, et al.
Publicado: (2022)

INTERPRETING CHEST X-RAYS
por: Worthington, Mark
Publicado: (2011)

Covid-19 detection using chest X-rays: is lung segmentation important for generalization?
por: Bassi, Pedro R. A. S., et al.
Publicado: (2022)

Preliminary Results on Pulmonary Tuberculosis Detection in Chest X-Ray Using Convolutional Neural Networks
por: Colombo Filho, Márcio Eloi, et al.
Publicado: (2020)

Tuberculosis Diagnostics and Localization in Chest X-Rays via Deep Learning Models
por: Guo, Ruihua, et al.
Publicado: (2020)

Chest X-ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings
por: Rajaraman, Sivaramakrishnan, et al.
Publicado: (2021)

Annotations of Lung Abnormalities in Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases
por: Yang, Feng, et al.
Publicado: (2022)

Pneumonia detection with QCSA network on chest X-ray
por: Singh, Sukhendra, et al.
Publicado: (2023)

Principles of chest X-ray diagnosis
por: Simon, George
Publicado: (1971)

A “Galactic” Chest X-ray
por: Carbonelli, Cristiano, et al.
Publicado: (2021)

Detecting Tuberculosis-Consistent Findings in Lateral Chest X-Rays Using an Ensemble of CNNs and Vision Transformers
por: Rajaraman, Sivaramakrishnan, et al.
Publicado: (2022)

Comparing different versions of computer-aided detection products when reading chest X-rays for tuberculosis
por: Qin, Zhi Zhen, et al.
Publicado: (2022)

Learning distinctive filters for COVID-19 detection from chest X-ray using shuffled residual CNN
por: Karthik, R., et al.
Publicado: (2021)

Efficient Deep Network Architectures for Fast Chest X-Ray Tuberculosis Screening and Visualization
por: Pasa, F., et al.
Publicado: (2019)

Quantitative Chest X-ray Radiomics for Therapy Response Monitoring in Patients with Pulmonary Tuberculosis
por: Du Plessis, Tamarisk, et al.
Publicado: (2023)

Utility of the serial portable chest x-ray for the diagnosis and quantification of COVID-19 patients
por: Khan, Sohail Ahmed, et al.
Publicado: (2022)

Inter-rater agreement in the assessment of abnormal chest X-ray findings for tuberculosis between two Asian countries
por: Sakurada, Shinsaku, et al.
Publicado: (2012)

Algorithmic encoding of protected characteristics in chest X-ray disease detection models
por: Glocker, Ben, et al.
Publicado: (2023)

Deep features to detect pulmonary abnormalities in chest X-rays due to infectious diseaseX: Covid-19, pneumonia, and tuberculosis
por: Mahbub, Md. Kawsher, et al.
Publicado: (2022)

Chest X-rays and associated clinical parameters in pulmonary tuberculosis cases from the National Tuberculosis Programme, Mumbai
por: Dholakia, Yatin N., et al.
Publicado: (2012)

Associations between general practice characteristics and chest X-ray rate: an observational study
por: Bradley, Stephen H, et al.
Publicado: (2021)

Incidental detection of a curved radiopacity on the chest X-ray
por: Garg, Mandeep, et al.
Publicado: (2017)

Oblique Chest X-Ray: An Alternative Way to Detect Pneumothorax
por: Tulay, Cumhur Murat, et al.
Publicado: (2018)

A review on lung boundary detection in chest X-rays
por: Candemir, Sema, et al.
Publicado: (2019)

To segment or not to segment: COVID-19 detection for chest X-rays()
por: Al Hajj Ibrahim, Sara, et al.
Publicado: (2023)

Ensemble learning based automatic detection of tuberculosis in chest X-ray images using hybrid feature descriptors
por: Ayaz, Muhammad, et al.
Publicado: (2021)

Optimising computer aided detection to identify intra-thoracic tuberculosis on chest x-ray in South African children
por: Palmer, Megan, et al.
Publicado: (2023)

HIV-Tuberculosis: A Study of Chest X-Ray Patterns in Relation to CD4 Count
por: Padyana, Mahesha, et al.
Publicado: (2012)

A Case of Pulmonary Tuberculosis Presenting as Multiple Nodular Opacities on a Chest X-Ray
por: Pande, Apurva, et al.
Publicado: (2012)

Comparison of Chest X-Ray Findings of Smear Positive and Smear Negative Patients with Pulmonary Tuberculosis
por: Ebrahimzadeh, Azadeh, et al.
Publicado: (2014)

Chest X-rays in culture-negative pulmonary tuberculosis: early determination is superior to late determination
por: Kwon, Yong-Soo
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_39s7t861snkgkjjrbag8j3nna2