2023
DOI: 10.1007/978-1-0716-3377-9_21
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Detecting DNA Loops Using Tethered Particle Motion

Jin Qian,
Dylan Collette,
Laura Finzi
et al.
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“…Since the records often consist of multiple rounds of transcription cycle with sliding returns in between, the simple moving mean/median smoothing algorithm is not suitable. We used a total variation de-noising algorithm[32, 33] which relies on minimizing a two-term cost function where the first term describes the square errors between the de-noised signal y ^ and original signal y , and the second term describes the total variation of the de-noised signal. At different values of regularization parameters λ , the values of two terms were plotted in Fig.…”
Section: Supplementary Informationmentioning
confidence: 99%
“…Since the records often consist of multiple rounds of transcription cycle with sliding returns in between, the simple moving mean/median smoothing algorithm is not suitable. We used a total variation de-noising algorithm[32, 33] which relies on minimizing a two-term cost function where the first term describes the square errors between the de-noised signal y ^ and original signal y , and the second term describes the total variation of the de-noised signal. At different values of regularization parameters λ , the values of two terms were plotted in Fig.…”
Section: Supplementary Informationmentioning
confidence: 99%