2 citations · 4 across the 4 of their papers we have counts for
4 papers
CircleSnake: Instance Segmentation with Circle Representation
Ethan H. Nguyen, Haichun Yang, Zuhayr Asad +3
Circle representation has recently been introduced as a medical imaging optimized representation for more effective instance object detection on ball-shaped medical objects. With i…
Holistic Fine-grained GGS Characterization: From Detection to Unbalanced Classification
Yuzhe Lu, Haichun Yang, Zuhayr Asad +5
Recent studies have demonstrated the diagnostic and prognostic values of global glomerulosclerosis (GGS) in IgA nephropathy, aging, and end-stage renal disease. However, the fine-g…
MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images
Kaifeng Pang, Zuhayr Asad, Shilin Zhao +1
The prediction of microsatellite instability (MSI) and microsatellite stability (MSS) is essential in predicting both the treatment response and prognosis of gastrointestinal cance…
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation
Cam Nguyen, Zuhayr Asad, Yuankai Huo
Histopathology has played an essential role in cancer diagnosis. With the rapid advances in convolutional neural networks (CNN). Various CNN-based automated pathological image segm…