4.6 Article

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

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Radiology, Nuclear Medicine & Medical Imaging

Differentiating between drug-sensitive and drug-resistant tuberculosis with machine learning for clinical and radiological features

Feng Yang et al.

Summary: TB drug resistance poses a significant global health threat, and early detection is crucial. This study investigated the use of clinical and radiological data for predicting DR-TB, and found that automatic discrimination between DR-TB and DS-TB is feasible, with a combination of features providing optimal performance.

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY (2022)

Article Infectious Diseases

A Comparative Study of Chest Computed Tomography Findings: 1030 Cases of Drug-Sensitive Tuberculosis versus 516 Cases of Drug-Resistant Tuberculosis

Nianlan Cheng et al.

Summary: The study focused on investigating the CT features of drug-resistant pulmonary tuberculosis (DR-PTB) and the diagnostic value of CT in DR-PTB diagnosis. It was found that certain CT characteristics, such as multiple cavities, thick-walled cavities, and whole-lung involvement, significantly indicated the possibility of drug resistance in tuberculosis patients, providing imaging evidence for timely detection and early diagnosis of DR-PTB.

INFECTION AND DRUG RESISTANCE (2021)

Article Multidisciplinary Sciences

Causality matters in medical imaging

Daniel C. Castro et al.

NATURE COMMUNICATIONS (2020)

Article Multidisciplinary Sciences

Clinical predictors of drug-resistant tuberculosis in Mexico

Samantha Flores-Trevino et al.

PLOS ONE (2019)

Review Immunology

Sex differences in tuberculosis

David Hertz et al.

SEMINARS IN IMMUNOPATHOLOGY (2019)

Article Health Care Sciences & Services

Deep learning predicts hip fracture using confounding patient and healthcare variables

Marcus A. Badgeley et al.

NPJ DIGITAL MEDICINE (2019)

Article Radiology, Nuclear Medicine & Medical Imaging

Radiological signs associated with pulmonary multi-drug resistant tuberculosis: an analysis of published evidences

Yi Xiang J. Wang et al.

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY (2018)

Article Engineering, Biomedical

Detecting drug-resistant tuberculosis in chest radiographs

Stefan Jaeger et al.

INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY (2018)

Editorial Material Infectious Diseases

Ironing out sex differences in tuberculosis prevalence

Tom A. Yates et al.

INTERNATIONAL JOURNAL OF TUBERCULOSIS AND LUNG DISEASE (2017)

Article Radiology, Nuclear Medicine & Medical Imaging

Pulmonary Tuberculosis: Role of Radiology in Diagnosis and Management

Arun C. Nachiappan et al.

RADIOGRAPHICS (2017)

Article Oncology

Computational Radiomics System to Decode the Radiographic Phenotype

Joost J. M. van Griethuysen et al.

CANCER RESEARCH (2017)

Article Computer Science, Artificial Intelligence

Convex multi-task feature learning

Andreas Argyriou et al.

MACHINE LEARNING (2008)

Article Radiology, Nuclear Medicine & Medical Imaging

Thoracic sequelae and complications of tuberculosis

HY Kim et al.

RADIOGRAPHICS (2001)