Deep learning based digital cell profiles for risk stratification of urine cytology images
Awan, Ruqayya, Benes, Ksenija, Azam, Ayesha, Song, Tzu‐Hsi, Shaban, Muhammad, Verrill, Clare, Tsang, Yee Wah, Snead, David, Minhas, Fayyaz, Rajpoot, Nasir
Published in Cytometry. Part A (01.07.2021)
Published in Cytometry. Part A (01.07.2021)
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Journal Article
Simultaneous Cell Detection and Classification in Bone Marrow Histology Images
Song, Tzu-Hsi, Sanchez, Victor, EI Daly, Hesham, Rajpoot, Nasir M.
Published in IEEE journal of biomedical and health informatics (01.07.2019)
Published in IEEE journal of biomedical and health informatics (01.07.2019)
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Journal Article
Deep learning-based phenotyping of breast cancer cells using lens-free digital in-line holography
Song, Tzu-Hsi, Cao, Mengzhi, Min, Jouha, Im, Hyungsoon, Lee, Hakho, Lee, Kwonmoo
Published in Biophysical journal (10.02.2023)
Published in Biophysical journal (10.02.2023)
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Journal Article
Human papilloma virus detection in oropharyngeal carcinomas with in situ hybridisation using hand crafted morphological features and deep central attention residual networks
Fouad, Shereen, Landini, Gabriel, Robinson, Max, Song, Tzu-Hsi, Mehanna, Hisham
Published in Computerized medical imaging and graphics (01.03.2021)
Published in Computerized medical imaging and graphics (01.03.2021)
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Journal Article
Epithelial Segmentation From In Situ Hybridisation Histological Samples Using A Deep Central Attention Learning Approach
Song, Tzu-Hsi, Landini, Gabriel, Fouad, Shereen, Mehanna, Hisham
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Hybrid deep autoencoder with Curvature Gaussian for detection of various types of cells in bone marrow trephine biopsy images
Song, Tzu-Hsi, Sanchez, Victor, ElDaly, Hesham, Rajpoot, Nasir M.
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01.04.2017)
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Conference Proceeding