Providing online non-downloadable computer software for use in the identification and treatment of cancers driven by extrachromosomal DNA (ecDNA) amplification; providing online non-downloadable computer software for use in identifying ecDNA, namely, by using data analysis algorithms, imaging data, and sequencing data; scientific research services in the field of diagnostic and therapeutic agents, preparations and substances for the identification and treatment of cancers driven by or associated with extrachromosomal DNA (ecDNA) amplification using machine learning on data obtained from clinical samples

'agent':56 'algorithm':40 'amplif':22,75 'analysi':39 'associ':70 'cancer':16,66 'clinic':83 'comput':6,28 'data':38,42,45,80 'diagnost':53 'dna':20,73 'download':5,27 'driven':17,67 'ecdna':21,34,74 'extrachromosom':19,72 'field':51 'identif':12,62 'identifi':33 'imag':41 'learn':78 'machin':77 'name':35 'non':4,26 'non-download':3,25 'obtain':81 'onlin':2,24 'prepar':57 'provid':1,23 'research':47 'sampl':84 'scientif':46 'sequenc':44 'servic':48 'softwar':7,29 'substanc':59 'therapeut':55 'treatment':14,64 'use':9,31,37,76

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