Fatemeh Abdolali

3 Questions 12 Answers 0 Followers

Questions related from Fatemeh Abdolali

Ultrasound images are usually low-resoltion compared to other medical images. How can we improve CNN performance for US images?

Training ultrasound images with original CNN architectures directly is not satisfactory for object detection, segmentation, etc. Is it possible to improve CNN performance for these images?

06 June 2019 7,973 4 View

How can I improve Mask RCNN performance for nodule detection in Ultrasound thyroid images?

I am trying to use faster RCNN (in MATLAB) for nodule bounding box detection in a small thyroid Ultrasound dataset (only 233 images). Some nodules are big and some are very small. My question is...

06 June 2019 7,381 1 View

Low accuracy of object detection using Mask-RCNN model

I am using Mask-RCNN model with ResNet50 backbone for nodule detection in ultrasound images. My dataset consists of 500 US images. Maximum object detection accuracy for training set is...

01 January 1970 8,141 9 View