Mateusz Buda

Mateusz Buda

Duke University - Durham / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1290244
person_outline Mateusz Buda's MOST POPULAR ARTICLES
1-) A systematic study of the class imbalance problem in convolutional neural networks Neural Networks 106, 249-259, 2018
2-) Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI Journal of Magnetic Resonance Imaging 49 (4), 939--954, 2018
3-) Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm Computers in Biology & Medicine 109, 218-225, 2019
4-) Management of thyroid nodules seen on US images: deep learning may match performance of radiologists Radiology 292 (3), 695-701, 2019
5-) Using Artificial Intelligence to Revise ACR TI-RADS Risk Stratification of Thyroid Nodules: Diagnostic Accuracy and Utility Radiology 292 (1), 112-119, 2019