USCAP 111th Annual Meeting
March 19-24, 2022
Meet us at the annual meeting of US and Canadian Academy of Pathology (USCAP). We invite you to stop by and speak with one of our staff about our AI solutions for the Prostate Cancer Care pathway as well as other diagnostic, prognostic, and predictive solutions.
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SPIE Medical Imaging - Conference on Digital and Computational Pathology
February 20-24, 2022
Paper title: RAE-Net: a deep learning system for staging of estrous cycle
Using Hematoxylin and Eosin (H&E) whole slide images (WSI) of the Wistar rat vagina, we present a deep-learning-based framework
for classification of distinct stages of the Estrous cycle. We employ an encoder-decoder
convolution neural network, RAE-Net, based on three main criteria: Residual blocks for the
decoder, Attention gate in the skip connection, and EfficientNetB4 for the encoder backbone.
The sensitivity and specificity of the algorithm outputs vs
pathologist annotations were 93 percent and 97 percent, respectively, indicating excellent
agreement.
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Using Hematoxylin and Eosin (H&E) whole slide images (WSI) of the Wistar rat vagina, we present a deep-learning-based framework for classification of distinct stages of the Estrous cycle. We employ an encoder-decoder convolution neural network, RAE-Net, based on three main criteria: Residual blocks for the decoder, Attention gate in the skip connection, and EfficientNetB4 for the encoder backbone. The sensitivity and specificity of the algorithm outputs vs pathologist annotations were 93 percent and 97 percent, respectively, indicating excellent agreement.
European Association of Urology (EAU) 2022
March 18-21, 2022
Abstract title: Using Whole Mount Prostatectomy Specimens for 3D Localization of Tumor Histopathology
Improved localisation of aggressive PCa foci may help enhance diagnostic yield on targeted biopsies and treatment planning. In pursuit of this aim, we propose a novel approach based upon retrospective comparison of in vivo mpMRI images to spatially concordant digitally-scanned post-prostatectomy H&E images which provides the gold standard for tumour localization and assessment of histopathological grade
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Improved localisation of aggressive PCa foci may help enhance diagnostic yield on targeted biopsies and treatment planning. In pursuit of this aim, we propose a novel approach based upon retrospective comparison of in vivo mpMRI images to spatially concordant digitally-scanned post-prostatectomy H&E images which provides the gold standard for tumour localization and assessment of histopathological grade
International Symposium on Biomedical Imaging (ISBI) 2022
March 28-31, 2022
Meet us at ISBI 2022
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Medical Imaging with Deep Learning 2022
July 6-8, 2022
Meet us at MIDL 2022
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