CheXaid: deep learning assistance for physician diagnosis of tuberculosis using chest x-rays in patients with HIV.
Pranav RajpurkarChloe O'connellAmit SchechterNishit AsnaniJason LiAmirhossein KianiRobyn L. BallMarc MendelsonGary MaartensDaniël J. van HovingRulan GrieselAndrew Y. NgTom H. BoylesMatthew P. LungrenPublished in: npj Digit. Medicine (2020)
Keyphrases
- deep learning
- chest radiographs
- x ray
- medical diagnosis
- early diagnosis
- spect images
- unsupervised learning
- x ray images
- lung nodules
- active shape model
- machine learning
- decision support system
- normal subjects
- clinical data
- computer aided
- medical images
- mental models
- intraoperative
- computer aided diagnosis
- patient data
- object recognition
- clinical trials
- single photon emission computed tomography
- weakly supervised
- shape model
- feature selection
- learning strategies
- object detection
- information extraction