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Enhancement of Deep Learning in Image Classification Performance Using Xception with the Swish Activation Function for Colorectal Polyp Preliminary Screening (2019)
Journal Article
Jinsakul, N., Tsai, C., Tsai, C., & Wu, P. (2019). Enhancement of Deep Learning in Image Classification Performance Using Xception with the Swish Activation Function for Colorectal Polyp Preliminary Screening. Mathematics, 7(12), Article 1170. https://doi.org/10.3390/math7121170

One of the leading forms of cancer is colorectal cancer (CRC), which is responsible for increasing mortality in young people. The aim of this paper is to provide an experimental modification of deep learning of Xception with Swish and assess the poss... Read More about Enhancement of Deep Learning in Image Classification Performance Using Xception with the Swish Activation Function for Colorectal Polyp Preliminary Screening.

Chorionic and amniotic placental membrane‐derived stem cells, from gestational diabetic women, have distinct insulin secreting cell differentiation capacities (2019)
Journal Article
Chen, L., Forsyth, N. R., & Wu, P. (2020). Chorionic and amniotic placental membrane‐derived stem cells, from gestational diabetic women, have distinct insulin secreting cell differentiation capacities. Journal of Tissue Engineering and Regenerative Medicine, 14(2), 243-256. https://doi.org/10.1002/term.2988

Women with gestational diabetes mellitus (GDM), and their offspring, are at high risk of developing type 2 diabetes. Chorionic (CMSCs) and amniotic mesenchymal stem cells (AMSCs) derived from placental membranes provide a source of autologous stem ce... Read More about Chorionic and amniotic placental membrane‐derived stem cells, from gestational diabetic women, have distinct insulin secreting cell differentiation capacities.

Chorionic and amniotic membrane-derived stem cells have distinct, and gestational diabetes mellitus independent, proliferative, differentiation, and immunomodulatory capacities (2019)
Journal Article
Wu. (2019). Chorionic and amniotic membrane-derived stem cells have distinct, and gestational diabetes mellitus independent, proliferative, differentiation, and immunomodulatory capacities. Stem Cell Research, 40, Article 101537. https://doi.org/10.1016/j.scr.2019.101537

Placental membrane-derived mesenchymal stem cells (MSCs), with the advantages of being non-invasive and having fewer ethical issues, are a promising source for cell therapy. Gestational diabetes (GDM) alters the uterine environment and may affect the... Read More about Chorionic and amniotic membrane-derived stem cells have distinct, and gestational diabetes mellitus independent, proliferative, differentiation, and immunomodulatory capacities.