A deep-learning model for quantifying circulating tumour DNA from the density distribution of DNA-fragment lengths
Guanhua Zhu, Chowdhury Rafeed Rahman, Victor Getty, Denis Odinokov, Probhonjon Baruah, Hanaé Carrié, Avril Joy Lim, Yu Amanda Guo, Zhong Wee Poh, Ngak Leng Sim, Ahmed S. Abdel‐Moneim, Yutong Cai, Lakshmi Narayanan Lakshmanan, Danliang Ho, Saranya Thangaraju, Polly Poon, Yi Ting Lau, Anna Gan, Sarah Ng, Si‐Lin Koo, Dawn Q. Chong, Brenda Tay, Tira J. Tan, Yoon Sim Yap, Aik Yong Chok, Matthew Chau Hsien Ng, Patrick Tan, Daniel S.W. Tan, Limsoon Wong, Pui‐Mun Wong, Iain Beehuat Tan, Anders J. Skanderup
Topics & Concepts
Fragment (logic)DNADistribution (mathematics)Molecular biologyComputational biologyBiologyGeneticsComputer scienceMathematicsAlgorithmMathematical analysisCancer Genomics and DiagnosticsRadiomics and Machine Learning in Medical ImagingGenetic factors in colorectal cancer