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Jason Au

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2020 – today

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2023
[c12]
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Mehryar Abbasi, Parvaneh Saeedi, Jason Au, Jon Havelock:
Time Series Classification for Modality-Converted Videos: A Case Study on Predicting Human Embryo Implantation from Time-Lapse Images. MMSP 2023: 1-6
2021
[c11]
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Mehryar Abbasi, Parvaneh Saeedi, Jason Au, Jon Havelock:
A Deep Learning Approach for Prediction of IVF Implantation Outcome from Day 3 and Day 5 Time-Lapse Human Embryo Image Sequences. ICIP 2021: 289-293
[c10]
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Lisette Lockhart, Parvaneh Saeedi, Jason Au, Jon Havelock:
Automating Embryo Development Stage Detection in Time-Lapse Imaging with Synergic Loss and Temporal Learning. MICCAI (5) 2021: 540-549
[c9]
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Mehryar Abbasi, Parvaneh Saeedi, Jason Au, Jon Havelock:
Timed Data Incrementation: A Data Regularization Method for IVF Implantation Outcome Prediction from Length Variant Time-lapse Image Sequences. MMSP 2021: 1-5
2020
[j5]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
Trophectoderm segmentation in human embryo images via inceptioned U-Net. Medical Image Anal. 62: 101612 (2020)
[c8]
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Lisette Lockhart, Parvaneh Saeedi, Jason Au, Jon Havelock:
Human Embryo Cell Centroid Localization and Counting in Time-Lapse Sequences. ICPR 2020: 8306-8311

2010 – 2019

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2019
[j4]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
Cell-Net: Embryonic Cell Counting and Centroid Localization via Residual Incremental Atrous Pyramid and Progressive Upsampling Convolution. IEEE Access 7: 81945-81955 (2019)
[c7]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
Predicting Human Embryos' Implantation Outcome from a Single Blastocyst Image. EMBC 2019: 920-924
[c6]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
BLAST-NET: Semantic Segmentation of Human Blastocyst Components via Cascaded Atrous Pyramid and Dense Progressive Upsampling. ICIP 2019: 1865-1869
[c5]
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Lisette Lockhart, Parvaneh Saeedi, Jason Au, Jon Havelock:
Multi-Label Classification for Automatic Human Blastocyst Grading with Severely Imbalanced Data. MMSP 2019: 1-6
[i1]
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  - journals/corr/abs-1910-05972
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Shakiba Kheradmand, Parvaneh Saeedi, Jason Au, Jon Havelock:
Preimplantation Blastomere Boundary Identification in HMC Microscopic Images of Early Stage Human Embryos. CoRR abs/1910.05972 (2019)
2018
[j3]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
A hybrid approach for multiple blastomeres identification in early human embryo images. Comput. Biol. Medicine 101: 100-111 (2018)
[c4]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
Multi-Resolutional Ensemble of Stacked Dilated U-Net for Inner Cell Mass Segmentation in Human Embryonic Images. ICIP 2018: 3518-3522
[c3]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
Blastomere Cell Counting and Centroid Localization in Microscopic Images of Human Embryo. MMSP 2018: 1-6
2017
[j2]
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Parvaneh Saeedi, Dianna Yee, Jason Au, Jon Havelock:
Automatic Identification of Human Blastocyst Components via Texture. IEEE Trans. Biomed. Eng. 64(12): 2968-2978 (2017)
[c2]
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Shakiba Kheradmand, Amarjot Singh, Parvaneh Saeedi, Jason Au, Jon Havelock:
Inner cell mass segmentation in human HMC embryo images using fully convolutional network. ICIP 2017: 1752-1756
[c1]
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Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock:
Coarse-to-fine texture analysis for inner cell mass identification in human blastocyst microscopic images. IPTA 2017: 1-5
2015
[j1]
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Amarjot Singh, Jason Au, Parvaneh Saeedi, Jon Havelock:
Automatic Segmentation of Trophectoderm in Microscopic Images of Human Blastocysts. IEEE Trans. Biomed. Eng. 62(1): 382-393 (2015)

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