AIMC Topic: Centromere
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Mb-level CpG and TFBS islands visualized by AI and their roles in the nuclear organization of the human genome.
Genes & genetic systems
Mar 12, 2020
Unsupervised machine learning that can discover novel knowledge from big sequence data without prior knowledge or particular models is highly desirable for current genome study. We previously established a batch-learning self-organizing map (BLSOM) f...
Automated discrimination of dicentric and monocentric chromosomes by machine learning-based image processing.
Microscopy research and technique
Mar 1, 2016
Dose from radiation exposure can be estimated from dicentric chromosome (DC) frequencies in metaphase cells of peripheral blood lymphocytes. We automated DC detection by extracting features in Giemsa-stained metaphase chromosome images and classifyin...
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