Jessica Knight

According to our database, Jessica Knight authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Shoulder Rotator Cuff Tear Detection from Ultrasound Videos Using Deep Reinforcement Learning.

Shrimanti Ghosh, Geetika Vadali, Ayush Singh, Yuyue Zhou, Banafshe Felfeliyan, Assefa Seyoum Wahd, Jessica Knight, Mahesh R. Panicker, Jacob L. Jaremko, Abhilash Rakkunedeth Hareendranathan

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation.

Yuyue Zhou, Banafshe Felfeliyan, Shrimanti Ghosh, Jessica Knight, Fatima Alves-Pereira, Christopher Keen, Jessica Küpper, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

CoRR, 2024

Automated Detection of Shoulder Rotator Cuff Tendon Tears from Ultrasound Images by CNN-Autoencoder.

Shrimanti Ghosh, Banafshe Felfeliyan, Yuyue Zhou, Shaobo Liu, Jessica Knight, Natasha Akhlaq, Jessica Küpper, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

SimICL: A Simple Visual In-context Learning Framework for Ultrasound Segmentation.

Yuyue Zhou, Banafshe Felfeliyan, Shrimanti Ghosh, Jessica Knight, Fatima Alves-Pereira, Christopher Keen, Jessica Küpper, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Ultrasound for Automated Classification of Full-Thickness Rotator Cuff Tendon Tears using Deep Learning.

Shrimanti Ghosh, Banafshe Felfeliyan, Yuyue Zhou, Jessica Knight, Natasha Akhlaq, Jessica Küpper, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Self-supervised TransUNet for Ultrasound regional segmentation of the distal radius in children.

Yuyue Zhou, Jessica Knight, Banafshe Felfeliyan, Christopher Keen, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

CoRR, 2023

Self-Supervised Learning to More Efficiently Generate Segmentation Masks for Wrist Ultrasound.

Yuyue Zhou, Jessica Knight, Banafshe Felfeliyan, Shrimanti Ghosh, Fatima Alves-Pereira, Christopher Keen, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023

2022

Domain-aware contrastive learning for ultrasound hip image analysis.

Abhilash Rakkunedeth Hareendranathan, Arpan Tripathi, Mahesh Raveendranatha Panicker, Yuyue Zhou, Jessica Knight, Jacob L. Jaremko

Comput. Biol. Medicine, 2022

Wrist Ultrasound Segmentation by Deep Learning.

Yuyue Zhou, Abhilash Rakkunedeth, Christopher Keen, Jessica Knight, Jacob L. Jaremko

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

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

Arpan Tripathi, Abhilash Rakkunedeth, Mahesh Raveendranatha Panicker, Jack Zhang, Naveenjyote Boora, Jessica Knight, Jacob L. Jaremko, Yale Tung Chen, Kiran Vishnu Narayan, Kesavadas C

CoRR, 2021