Jennifer G. Dy

Most-cited papers

1. Automated storage and retrieval of thin-section CT images to assist diagnosis: system description and preliminary assessment.

   A. Aisen, L. Broderick, H. Winer-Muram, C. Brodley +5 more

   2003Radiology187 citations

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2. Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net)

   Kivanc Kose, A. Bozkurt, C. Alessi-Fox, M. Gill +5 more

   2020Medical Image Anal.36 citations Open access

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3. Skin strata delineation in reflectance confocal microscopy images using recurrent convolutional networks with attention

   A. Bozkurt, K. Kose, Jaume Coll-Font, C. Alessi-Fox +3 more

   2021Scientific Reports19 citations Open access

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4. A Hessian-based methodology for automatic surface crack detection and classification from pavement images

   Sindhu Ghanta, Salar Shahini Shamsabadi, Jennifer G. Dy, Ming L. Wang +1 more

   2015Smart Structures12 citations

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5. Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels

   Adam M. Hanif, Ilkay Yildiz, Peng Tian, Beyza Kalkanli +9 more

   2022Ophthalmology Science7 citations Open access

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6. Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity

   V. Yildiz, Stratis Ioannidis, Ilkay Yildiz, Peng Tian +6 more

   2021IEEE International Symposium on Biomedical Imaging7 citations

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7. Self-supervised denoising of Nyquist-sampled volumetric images via deep learning

   Matthew B. Applegate, K. Kose, S. Ghimire, M. Rajadhyaksha +1 more

   2023Journal of Medical Imaging4 citations Open access

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8. Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation

   Peng Tian, Jennifer G. Dy, Deniz Erdoğmuş, S. Ostmo +3 more

   2021Petra2 citations Open access

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9. Structurally Guided Channel Attention Networks: SGCA-Net

   V. Yildiz, Jennifer G. Dy, Peter Campbell, S. Ostmo +3 more

   2021Petra2 citations Open access

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10. Automated localization of wrinkles and the dermo-epidermal junction in obliquely oriented reflectance confocal microscopic images of human skin

    J. Sourati, K. Kose, M. Rajadhyaksha, Jennifer G. Dy +2 more

    2013Biomedical optics1 citations

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11. FloVMos: Optical Flow-based Medical Video Mosaicking

    Jin-Yang Liu, S. Ghimire, Chaman Singh, Jennifer G. Dy +4 more

    20260 citations

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12. Machine learning in reflectance confocal imaging for aiding cancer diagnosis: opportunities and challenges

    Jennifer G. Dy

    20210 citations

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13. Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection

    Max Torop, S. Ghimire, Wenqian Liu, D. Brooks +4 more

    2021arXiv.org0 citations

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14. On the Role of Calibration in Algorithmic Fairness Benchmarking for Skin Cancer Detection

    Brandon Dominique, Prudence Lam, N. Kurtansky, J. Weber +11 more

    0 citations

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