Machine learning using intrinsic genomic signatures for rapid classification of novel pathogens: COVID-19 case study GS Randhawa, MPM Soltysiak, H El Roz, CPE de Souza, KA Hill, L Kari Plos one 15 (4), e0232391, 2020 | 435 | 2020 |
The spectrum of genomic signatures: from dinucleotides to chaos game representation Y Wang, K Hill, S Singh, L Kari Gene 346, 173-185, 2005 | 131 | 2005 |
Risk factors for inhibitor formation in haemophilia: a prevalent case–control study MV Ragni, O Ojeifo, J Feng, J Yan, KA Hill, SS Sommer, MN Trucco, ... Haemophilia 15 (5), 1074-1082, 2009 | 102 | 2009 |
Spontaneous mutation in Big Blue® mice from fetus to old age: Tissue‐specific time courses of mutation frequency but similar mutation types KA Hill, VL Buettner, A Halangoda, M Kunishige, SR Moore, J Longmate, ... Environmental and molecular mutagenesis 43 (2), 110-120, 2004 | 90 | 2004 |
Frequency of recent retrotransposition events in the human factor IX gene X Li, WA Scaringe, KA Hill, S Roberts, A Mengos, D Careri, MT Pinto, ... Human mutation 17 (6), 511-519, 2001 | 86 | 2001 |
Evidence for mutation showers J Wang, KD Gonzalez, WA Scaringe, K Tsai, N Liu, D Gu, W Li, KA Hill, ... Proceedings of the National Academy of Sciences 104 (20), 8403-8408, 2007 | 82 | 2007 |
Database of somatic mutations in EGFR with analyses revealing indel hotspots but no smoking‐associated signature D Gu, WA Scaringe, K Li, JS Saldivar, KA Hill, Z Chen, KD Gonzalez, ... Human mutation 28 (8), 760-770, 2007 | 66 | 2007 |
ML-DSP: Machine Learning with Digital Signal Processing for ultrafast, accurate, and scalable genome classification at all taxonomic levels GS Randhawa, KA Hill, L Kari BMC genomics 20, 1-21, 2019 | 63 | 2019 |
Spontaneous mutation frequencies and spectra in p53 (+/+) and p53 (−/−) mice: A test of theguardian of the genome'hypothesis in the Big Blue® transgenic mouse mutation … VL Buettner, H Nishino, J Haavik, A Knöll, K Hill, SS Sommer Mutation Research/Fundamental and Molecular Mechanisms of Mutagenesis 379 (1 …, 1997 | 59 | 1997 |
Spontaneous mutations in the Big Blue® transgenic system are primarily mouse derived KA Hill, VL Buettner, BW Glickman, SS Sommer Mutation Research/Reviews in Mutation Research 436 (1), 11-19, 1999 | 58 | 1999 |
Genomic copy number variation in Mus musculus MEO Locke, M Milojevic, ST Eitutis, N Patel, AE Wishart, M Daley, KA Hill BMC genomics 16, 1-19, 2015 | 54 | 2015 |
Human germline mutation in the factor IX gene SS Sommer, WA Scaringe, KA Hill Mutation Research/DNA Repair 487 (1-2), 1-17, 2001 | 52 | 2001 |
A mouse model for nonsense mutation bypass therapy shows a dramatic multiday response to geneticin C Yang, J Feng, W Song, J Wang, B Tsai, Y Zhang, WA Scaringe, KA Hill, ... Proceedings of the National Academy of Sciences 104 (39), 15394-15399, 2007 | 49 | 2007 |
Chaos game representation of coding regions of human globin genes and alcohol dehydrogenase genes of phylogenetically divergent species KA Hill, NJ Schisler, SM Singh Journal of Molecular Evolution 35, 261-269, 1992 | 49 | 1992 |
Toward efficient analysis of mutations in single cells from ethanol-fixed, paraffin-embedded, and immunohistochemically stained tissues E Heinmöller, Q Liu, Y Sun, G Schlake, KA Hill, LM Weiss, SS Sommer Laboratory investigation 82 (4), 443-453, 2002 | 43 | 2002 |
p53 As a mutagen test in breast cancer KA Hill, SS Sommer Environmental and Molecular Mutagenesis 39 (2‐3), 216-227, 2002 | 43 | 2002 |
DeLUCS: deep learning for unsupervised classification of DNA sequences PM Arias, F Alipour, K Hill, L Kari PLoS ONE, 2021 | 41* | 2021 |
Mapping the space of genomic signatures L Kari, KA Hill, AS Sayem, R Karamichalis, N Bryans, K Davis, NS Dattani PloS one 10 (5), e0119815, 2015 | 41 | 2015 |
Methylation of CpG dinucleotides in the lacI gene of the Big Blue® transgenic mouse YH You, A Halangoda, V Buettner, K Hill, S Sommer, G Pfeifer Mutation Research/Genetic Toxicology and Environmental Mutagenesis 420 (1-3 …, 1998 | 41 | 1998 |
Evidence that proximal multiple mutations in Big Blue® transgenic mice are dependent events VL Buettner, KA Hill, WA Scaringe, SS Sommer Mutation Research/Fundamental and Molecular Mechanisms of Mutagenesis 452 (2 …, 2000 | 40 | 2000 |