Publications: Marc A. Coram

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  • Affiliation: Google Applied Science
  • Google Scholar ID: shmr0CQAAAAJ
  • Total Publications: 59

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Title Year Citations Score
Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs
jama 316 (22), 2402-2410, 2016
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2016 8336 99.8%
Single cell profiling of circulating tumor cells: transcriptional heterogeneity and diversity from breast cancer cell lines
PloS one 7 (5), e33788, 2012
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2012 671 97.1%
Performance of a deep-learning algorithm vs manual grading for detecting diabetic retinopathy in India
JAMA ophthalmology 137 (9), 987-993, 2019
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2019 288 96.1%
Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts
Nature communications 13 (1), 1590, 2022
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2022 72 93.8%
Quantum optimization with a novel Gibbs objective function and ansatz architecture search
Physical Review Research 2 (2), 023074, 2020
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2020 121 91.0%
Reconstructing genetic ancestry blocks in admixed individuals
The American Journal of Human Genetics 79 (1), 1-12, 2006
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2006 347 91.0%
A suite of algorithms for the comprehensive analysis of complex protein mixtures using high-resolution LC-MS
Bioinformatics 22 (15), 1902-1909, 2006
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2006 328 90.4%
Single-cell profiling identifies aberrant STAT5 activation in myeloid malignancies with specific clinical and biologic correlates
Cancer cell 14 (4), 335-343, 2008
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2008 293 89.9%
Genetic architecture of skin and eye color in an African-European admixed population
PLoS genetics 9 (3), e1003372, 2013
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2013 195 87.6%
Genome-wide characterization of shared and distinct genetic components that influence blood lipid levels in ethnically diverse human populations
The American Journal of Human Genetics 92 (6), 904-916, 2013
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2013 160 84.7%
Leveraging multi-ethnic evidence for risk assessment of quantitative traits in minority populations
The American Journal of Human Genetics 101 (2), 218-226, 2017
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2017 104 82.4%
Learning causal networks using inducible transcription factors and transcriptome‐wide time series
Molecular systems biology 16 (3), e9174, 2020
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2020 64 82.0%
Ancestral components of admixed genomes in a Mexican cohort
PLoS genetics 7 (12), e1002410, 2011
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2011 142 80.6%
Discovery of complex oxides via automated experiments and data science
Proceedings of the National Academy of Sciences 118 (37), e2106042118, 2021
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2021 37 77.7%
Quantitative analysis of acrylamide labeled serum proteins by LC− MS/MS
Journal of proteome research 5 (8), 2009-2018, 2006
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2006 132 76.4%
Patient-derived xenografts of triple-negative breast cancer reproduce molecular features of patient tumors and respond to mTOR inhibition
Breast Cancer Research 16 (2), R36, 2014
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2014 95 76.0%
HY antibody development associates with acute rejection in female patients with male kidney transplants
Transplantation 86 (1), 75-81, 2008
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2008 117 74.8%
A statistical method for chromatographic alignment of LC-MS data
Biostatistics 8 (2), 357-367, 2007
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2007 100 71.0%
ProtSeq: Toward high-throughput, single-molecule protein sequencing via amino acid conversion into DNA barcodes
Iscience 25 (1), 2022
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2022 17 70.8%
The significance of monoamine oxidase-A expression in high grade prostate cancer
The Journal of urology 180 (5), 2206-2211, 2008
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2008 75 64.8%
Leveraging multi-ethnic evidence for mapping complex traits in minority populations: an empirical Bayes approach
The American Journal of Human Genetics 96 (5), 740-752, 2015
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2015 38 54.3%
Finding relevant documents
US Patent 8,606,808, 2013
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2013 40 53.4%
Transcript levels of androgen receptor variant AR-V1 or AR-V7 do not predict recurrence in patients with prostate cancer at indeterminate risk for progression
The Journal of urology 188 (6), 2158-2164, 2012
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2012 39 51.6%
New tests of the correspondence between unitary eigenvalues and the zeros of Riemann's zeta function
Journal of Physics A: mathematical and general 36 (12), 2883, 2003
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2003 41 51.1%
Antibodies specifically target AML antigen NuSAP1 after allogeneic bone marrow transplantation
Blood, The Journal of the American Society of Hematology 115 (10), 2077-2087, 2010
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2010 37 49.6%
Finding relevant documents
US Patent 8,515,972, 2013
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2013 27 43.9%
Morphological characterization of antibiotic combinations
ACS Infectious Diseases 8 (1), 66-77, 2021
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2021 10 41.3%
Consistency of Bayes estimators of a binary regression function
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2006 18 36.5%
Identifying conversations in a social network system having relevance to a first file
US Patent 8,812,602, 2014
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2014 17 34.9%
Nonstationary positive definite tapering on the plane
Journal of Computational and Graphical Statistics 22 (4), 848-865, 2013
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2013 16 33.4%
A poisson log-normal model for constructing gene covariation network using RNA-seq data
Journal of Computational Biology 24 (7), 721-731, 2017
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2017 13 32.5%
Identifying web pages of the world wide web having relevance to a first file
US Patent 8,595,221, 2013
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2013 12 28.5%
Improving population-specific allele frequency estimates by adapting supplemental data: an empirical Bayes approach
The annals of applied statistics 1 (2), 459, 2007
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2007 11 28.2%
A general spline representation for nonparametric and semiparametric density estimates using diffeomorphisms
arXiv preprint arXiv:1205.5314, 2012
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2012 11 27.2%
Neural network for processing aptamer data
US Patent 10,546,650, 2020
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2020 7 26.6%
Two-dimensional density estimation using smooth invertible transformations
Journal of Statistical Planning and Inference 141 (3), 1183-1193, 2011
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2011 9 24.9%
Identifying social profiles in a social network having relevance to a first file
US Patent 8,612,434, 2013
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2013 9 24.2%
Identification of files of a collaborative file storage system having relevance to a first file
US Patent 8,612,496, 2013
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2013 8 22.6%
Nonparametric Bayesian Classification
stanford university, 2002
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2002 6 21.0%
Identifying video files of a video file storage system having relevance to a first file
US Patent 8,606,783, 2013
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2013 7 20.8%
A minimum variance method for genome-wide data-driven normalization of quantitative real-time polymerase chain reaction expression data
Analytical biochemistry 458, 11-13, 2014
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2014 7 20.6%
Deep learning and automated Cell Painting reveal Parkinson’s disease-specific signatures in primary patient fibroblasts
bioRxiv, 2020, 2020
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2020 5 20.1%
Identifying audio files of an audio file storage system having relevance to a first file
US Patent 8,843,576, 2014
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2014 6 18.7%
Time-resolved genome-scale profiling reveals a causal expression network
BioRxiv, 619577, 2019
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2019 3 12.2%
Combining multiple family-based association studies
BMC proceedings 1 (Suppl 1), S162, 2007
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2007 3 11.4%
Identifying picture files of a picture file storage system having relevance to a first file
US Patent App. 13/438,430, 2013
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2013 3 10.9%
Identifying web pages having relevance to a file based on mutual agreement by the authors
US Patent 8,972,390, 2015
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2015 3 10.7%
Identifying and ranking web pages of the world wide web based on relationships identified by authors
US Patent 9,081,774, 2015
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2015 3 10.7%
Identifying web pages of the world wide web relevant to a first file using search terms that reproduce its citations
US Patent 9,002,834, 2015
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2015 3 10.7%
Identifying web pages of the world wide web relevant to a first file based on a relationship tag
US Patent 9,002,833, 2015
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2015 3 10.7%
Identifying web pages of the world wide web related to a first file with a more recent publication date
US Patent 9,047,284, 2015
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2015 3 10.7%
New tests of the correspondence between unitary eigenvalues and the zeros of Riemann’s zeta function
Jour. Phys. A, 2002
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2002 2 6.9%
Using noun phrases for navigating biomedical literature on Pubmed: how many updates are we losing track of?
Plos one 6 (9), e24920, 2011
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2011 2 6.7%
Allogeneic Antibodies Identify GVL Targets CHAF1b and NuSAP1 in AML Patients.
Blood 110 (11), 168, 2007
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2007 2 6.6%
A Novel Assay for Juvenile Myelomonocytic Leukemia Based on Aberrant Signaling Networks Measured Via Phospho-Specific Flow Cytometry Reduces Diagnosis Time from Weeks to Days.
Blood 110 (11), 546, 2007
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2007 2 6.6%
Identifying social profiles in a social network having relevance to a first file
US Patent 9,077,775, 2015
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2015 2 6.4%
C. Stumpe M, Wu D, Narayanaswamy A, et al. Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
JAMA, 2016
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2016 2 6.4%
Finding relevant documents
US Patent App. 14/088,349, 2014
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2014 2 6.3%
The Quasar Luminosity Function as a Non-Homogeneous Poisson Process
Statistical Challenges in Modern Astronomy IV 371, 417, 2007
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2007 1 0.0%