Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures

by Emily Kaczmarek, Jina Nanayakkara, Alireza Sedghi, Mehran Pesteie, Thomas Tuschl, Neil Renwick, Parvin Mousavi
Published 2022-01-01

Classifying Lung Neuroendocrine Neoplasms through MicroRNA Sequence Data Mining

by Justin J. M. Wong, Paula S. Ginter, Kathrin Tyryshkin, Xiaojing Yang, Jina Nanayakkara, Zier Zhou, Thomas Tuschl, Yao-Tseng Chen, Neil Renwick
Published 2020-09-01

A miR-375/YAP axis regulates neuroendocrine differentiation and tumorigenesis in lung carcinoid cells

by Xiaojing Yang, Jina Nanayakkara, Duncan Claypool, Sadegh Saghafinia, Justin J. M. Wong, Minqi Xu, Xiantao Wang, Christopher J. B. Nicol, Iacovos P. Michael, Markus Hafner, Xiaolong Yang, Neil Renwick
Published 2021-05-01

A user-driven machine learning approach for RNA-based sample discrimination and hierarchical classification

by Tashifa Imtiaz, Jina Nanayakkara, Alexis Fang, Danny Jomaa, Harrison Mayotte, Simona Damiani, Fiza Javed, Tristan Jones, Emily Kaczmarek, Flourish Omolara Adebayo, Uroosa Imtiaz, Yiheng Li, Richard Zhang, Parvin Mousavi, Neil Renwick, Kathrin Tyryshkin
Published 2023-12-01