Search Results for author:
Found 5 papers, 1 papers with code
Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans
We developed a weakly supervised deep learning algorithm, with an emphasis on a novel attention mechanism, to automatically classify RV strain on CTPA.
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound
Mammography and ultrasound are extensively used by radiologists as complementary modalities to achieve better performance in breast cancer diagnosis.
Labeling of Multilingual Breast MRI Reports
Medical reports are an essential medium in recording a patient's condition throughout a clinical trial.
Knee Injury Detection using MRI with Efficiently-Layered Network (ELNet)
The proposed method is validated quantitatively and qualitatively, and compares favorably against state-of-the-art MRNet while using a single imaging stack (axial or coronal) as input.
Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection
Quantitative evaluation was conducted using an existing lesion detection software, combining the synthesized PET as a false positive reduction layer for the detection of malignant lesions in the liver.
