Jared Dunnmon
Stanford University(US)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, Domain Adaptation and Few-Shot Learning, Artificial Intelligence in Healthcare and Education, EEG and Brain-Computer Interfaces, AI in cancer detection
Most-Cited Works
- → Power extraction from aeroelastic limit cycle oscillations(2011)225 cited
- → Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs(2018)206 cited
- → Learning to Compose Domain-Specific Transformations for Data Augmentation(2017)183 cited
- → PENet—a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging(2020)177 cited
- → Training Complex Models with Multi-Task Weak Supervision(2019)148 cited
- Learning to Compose Domain-Specific Transformations for Data Augmentation.(2017)
- → Weak supervision as an efficient approach for automated seizure detection in electroencephalography(2020)95 cited
- → Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences(2019)94 cited
- → Automated abnormality detection in lower extremity radiographs using deep learning(2019)87 cited
- → Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis(2021)60 cited