Search Results for author: Jacob Jaremko

Found 2 papers, 2 papers with code

Physics Driven Domain Specific Transporter Framework with Attention Mechanism for Ultrasound Imaging

1 code implementation13 Sep 2021 Arpan Tripathi, Abhilash Rakkunedeth, Mahesh Raveendranatha Panicker, Jack Zhang, Naveenjyote Boora, Jessica Knight, Jacob Jaremko, Yale Tung Chen, Kiran Vishnu Narayan, Kesavadas C

Also, on employing for classification of the given lung image into normal and abnormal classes, the proposed approach, even with no prior training, achieved an average accuracy of 97\% and an average F1-score of 95\% respectively on the task of co-classification with 3 fold cross-validation.

Domain Specific Transporter Framework to Detect Fractures in Ultrasound

1 code implementation9 Jun 2021 Arpan Tripathi, Abhilash Rakkunedeth, Mahesh Raveendranatha Panicker, Jack Zhang, Naveenjyote Boora, Jacob Jaremko

Saliency of keypoints detected in the image\ are compared against manual assessment based on distance from relevant features. The transporter neural network was able to accurately detect 180 out of 250 bone regions sampled from wrist ultrasound videos.

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