Jason Au

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Microscopic Images

Myelinated Nerve

Semantic Segmentation

Top Venues

IEEE Trans. Biomed. Eng.

Publications

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)
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)
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)
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)
Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock
Trophectoderm segmentation in human embryo images via inceptioned U-Net. Medical Image Anal. 62 (2020)
Lisette Lockhart, Parvaneh Saeedi, Jason Au, Jon Havelock
Human Embryo Cell Centroid Localization and Counting in Time-Lapse Sequences. ICPR (2020)
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 (2019)
Shakiba Kheradmand, Parvaneh Saeedi, Jason Au, Jon Havelock
Preimplantation Blastomere Boundary Identification in HMC Microscopic Images of Early Stage Human Embryos. CoRR (2019)
Lisette Lockhart, Parvaneh Saeedi, Jason Au, Jon Havelock
Multi-Label Classification for Automatic Human Blastocyst Grading with Severely Imbalanced Data. MMSP (2019)
Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock
Predicting Human Embryos' Implantation Outcome from a Single Blastocyst Image. EMBC (2019)
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)
Reza Moradi Rad, Parvaneh Saeedi, Jason Au, Jon Havelock
Blastomere Cell Counting and Centroid Localization in Microscopic Images of Human Embryo. MMSP (2018)
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 (2018)
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)
Parvaneh Saeedi, Dianna Yee, Jason Au, Jon Havelock
Automatic Identification of Human Blastocyst Components via Texture. IEEE Trans. Biomed. Eng. 64 (12) (2017)
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)
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)
Amarjot Singh, Jason Au, Parvaneh Saeedi, Jon Havelock
Automatic Segmentation of Trophectoderm in Microscopic Images of Human Blastocysts. IEEE Trans. Biomed. Eng. 62 (1) (2015)