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Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

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Nội dung chi tiết: Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

•RMITUNIVERSITYDEEP LEARNING IN CLASSIFYING CANCER SUBTYPES. EXTRACTINGRELEVANT GENES AND IDENTIFYING NOVEL MUTATIONSA thesis submitted in fulfilment

Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations of the reqmrements for the degreeofMaster of EngineeringRaktiin Kumar Mondol(B.Sc. in Electrical and Electronic Engineering. BRAC University)School o

f EngineeringCollege of Science. Engieering and HealthRM IT UniversityMelbourne. Australia43497iiiACKNOWLEDGMENTSIt is a pleasure to acknowledge my ap Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

preciation to the people who have made this thesis possible. I wish to express my sincere gratit ude to my supervisors Dr. Omid Kavehei, Dr. Samuel Ip

Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

polito and Dr. Reza Bonyadi for their continued guidance.motivation and support during my research. I would like to thank them for their patience, tru

•RMITUNIVERSITYDEEP LEARNING IN CLASSIFYING CANCER SUBTYPES. EXTRACTINGRELEVANT GENES AND IDENTIFYING NOVEL MUTATIONSA thesis submitted in fulfilment

Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations my research and providing me critical feedback.Iwould also like to extend my sincere thanks to my fellow PhD colleague Nhan Duy THiong for guidance i

n my project with his kind words.Finally, I would also like to thank my family for their support and understanding during this period.ivPREFACEThis di Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

ssertation is original and unpublished work by the author, R.K. Mondol.TABLE OF CONTEN TSPageLIST OF TABLES...........................................

Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

...........viiiLIST OF FIGURES.......................................................ixABBREVIATIONS..................................................

•RMITUNIVERSITYDEEP LEARNING IN CLASSIFYING CANCER SUBTYPES. EXTRACTINGRELEVANT GENES AND IDENTIFYING NOVEL MUTATIONSA thesis submitted in fulfilment

Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutationsxvi1Introduction....................................................... 11.1Background.................................................... 11.2Problem

Statement............................................. 21.3Scope and Rationale of the research........................... 31.4Objectives of the Resea Masters thesis of research deep learning in classifying cancer subtypes, extracting relevant genes and identifying novel mutations

rch.................................... 4

•RMITUNIVERSITYDEEP LEARNING IN CLASSIFYING CANCER SUBTYPES. EXTRACTINGRELEVANT GENES AND IDENTIFYING NOVEL MUTATIONSA thesis submitted in fulfilment

•RMITUNIVERSITYDEEP LEARNING IN CLASSIFYING CANCER SUBTYPES. EXTRACTINGRELEVANT GENES AND IDENTIFYING NOVEL MUTATIONSA thesis submitted in fulfilment

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