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Jacob L. Jaremko

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

Mar 08, 2024
Yuyue Zhou, Banafshe Felfeliyan, Shrimanti Ghosh, Jessica Knight, Fatima Alves-Pereira, Christopher Keen, Jessica Küpper, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

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Application Of Vision-Language Models For Assessing Osteoarthritis Disease Severity

Jan 12, 2024
Banafshe Felfeliyan, Yuyue Zhou, Shrimanti Ghosh, Jessica Kupper, Shaobo Liu, Abhilash Hareendranathan, Jacob L. Jaremko

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

Sep 18, 2023
Yuyue Zhou, Jessica Knight, Banafshe Felfeliyan, Christopher Keen, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko

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Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss

Sep 16, 2022
Banafshe Felfeliyan, Abhilash Hareendranathan, Gregor Kuntze, Stephanie Wichuk, Nils D. Forkert, Jacob L. Jaremko, Janet L. Ronsky

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Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation

Jul 17, 2022
Banafshe Felfeliyan, Abhilash Hareendranathan, Gregor Kuntze, David Cornell, Nils D. Forkert, Jacob L. Jaremko, Janet L. Ronsky

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Improved-Mask R-CNN: Towards an Accurate Generic MSK MRI instance segmentation platform (Data from the Osteoarthritis Initiative)

Jul 27, 2021
Banafshe Felfeliyan, Abhilash Hareendranathan, Gregor Kuntze, Jacob L. Jaremko, Janet L. Ronsky

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Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels

Feb 11, 2021
Roberto Vega, Pouneh Gorji, Zichen Zhang, Xuebin Qin, Abhilash Rakkunedeth Hareendranathan, Jeevesh Kapur, Jacob L. Jaremko, Russell Greiner

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End-to-end detection-segmentation network with ROI convolution

Jan 08, 2018
Zichen Zhang, Min Tang, Dana Cobzas, Dornoosh Zonoobi, Martin Jagersand, Jacob L. Jaremko

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Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation

Oct 31, 2017
Min Tang, Zichen Zhang, Dana Cobzas, Martin Jagersand, Jacob L. Jaremko

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