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Published in 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2019
We propose an ASIC design for dynamic programming sequence alignment with affine-gap traceback. The architecture reduce memory usage for traceback by 25%. The design speed up pairwise alignment by 570x
Recommended citation: Lin, Mao-Jan, Yu-Cheng Li, and Yi-Chang Lu. "Hardware accelerator design for dynamic-programming-based protein sequence alignment with affine gap tracebacks." 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS). IEEE, 2019.
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Published in Frontiers in Immunology, 2022
gAIRR-Suite is a new toolkit profiling genes encoding the Adaptive Immune Receptor Repertoire (AIRR). We combined experimental and computational methods to genotype both documented and novel V, D, J genes in the human germline genome.
Recommended citation: Lin, Mao-Jan, et al. "Profiling genes encoding the adaptive immune receptor repertoire with gAIRR Suite." Frontiers in Immunology 13 (2022): 922513.
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Published in Genome Biology, 2024
Recent alignment methods aim to reduce reference bias, where reads with non-reference alleles fail to align correctly. However, there is a lack of methods for analyzing reference bias. We present biastools, which measures and categorizes reference bias.
Recommended citation: Lin, Mao-Jan, et al. "Measuring, visualizing, and diagnosing reference bias with biastools." Genome Biology 25.1 (2024): 101.
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Published in bioRxiv, 2024
The Lymphoblastoid Cell Lines (LCLs) is a mixture of germline and somatically recombined haplotypes in the immunoglobulin (IG) gene regions, making them hard to profile and assemble. IGLoo is a toolkit to profile the IG heavy chain (IGH) locus in LCLs with HiFi reads. It can also improve the assembly quality in the IGH locus.
Recommended citation: Lin, Mao-Jan, Ben Langmead, and Yana Safonova. "IGLoo: Profiling the Immunoglobulin Heavy chain locus in Lymphoblastoid Cell Lines with PacBio High-Fidelity Sequencing reads." bioRxiv (2024).
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Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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