[ml-morph] Machine-learning tools for landmark-based morphometrics
Published:
ml-morph is available on Github 
Posts by Collection
portfolio
[Steginator] Class-aware deep-learning bryozoan colony segmenter
Published:
Preliminary demonstration of our deep learning bryozoan colony segmenter
[ALPACA] A fast and accurate approach for automated landmarking of 3d structures
Published:
ALPACA is available on Github 
publications
Evolution of the Genotype-to-Phenotype Map and the Cost of Pleiotropy in Mammals
Published in Genetics, 2016
Recommended citation: https://www.genetics.org/content/204/4/1601
How many more? Sample size determination in studies of morphological integration and evolvability
Published in Methods in Ecology and Evolution, 2016
Recommended citation: https://besjournals.onlinelibrary.wiley.com/doi/pdf/10.1111/2041-210X.12674
Modularity: Genes, Development, and Evolution
Published in Annual Review of Ecology, Evolution and Systematics, 2016
Recommended citation: https://www.annualreviews.org/doi/abs/10.1146/annurev-ecolsys-121415-032409
Genome-wide linkage scan for loci influencing plasma triglyceride levels
Published in BMC Proceedings, 2018
Recommended citation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6157192/
Heritability and genetic associations of triglyceride and HDL-C levels using pedigree-based and empirical kinships
Published in BMC Proceedings, 2018
Recommended citation: https://bmcproc.biomedcentral.com/articles/10.1186/s12919-018-0133-x
Reliability of genomic predictions of complex human phenotypes.
Published in BMC Proceedings, 2018
Recommended citation: https://bmcproc.biomedcentral.com/articles/10.1186/s12919-018-0138-5
Variational Approaches to Evolvability: Short-and Long-Term Perspectives
Published in Book Chapter, 2018
Recommended citation: https://link.springer.com/referenceworkentry/10.1007%2F978-3-319-33038-9_114-1
ML-morph: A Fast, Accurate and General Approach for Automated Detection and Landmarking of Biological Structures in Images
Published in Methods in Ecology and Evolution, 2019
Recommended citation: https://besjournals.onlinelibrary.wiley.com/doi/epdf/10.1111/2041-210X.13373
Revisiting a Landmark Study System: No Evidence for a Punctuated Mode of Evolution in Metrarabdotos
Published in The American Naturalist, 2020
Recommended citation: https://www.journals.uchicago.edu/doi/pdf/10.1086/707664
ALPACA: a fast and accurate approach for automated landmarking of three-dimensional biological structures
Published in bioRxiv, 2020
Recommended citation: https://www.biorxiv.org/content/10.1101/2020.09.18.303891v1.full.pdf+html
talks
Connecting micro and macroevolution through quantitative genetics : a study on New World Marsupials
Published:
High-throughput phenotyping of Bryozoan specimens using machine learning: a Cheilostome case study
Published:
Phenomic tools for the study of evolvability
Published:
teaching
Primary Instructor - Evolution
Undergraduate course, Universidade Cruzeiro do Sul, 2008
Evolution course for biology undergraduate students (2008-2009)
Primary Instructor - Genetics I
Undergraduate course, Universidade Cruzeiro do Sul, 2009
Genetics I course for biology undergraduate students (2009-2010)
Primary Instructor - Genetics II
Undergraduate course, Universidade Cruzeiro do Sul, 2009
Genetics II course for biology undergraduate students (2009)
Primary Instructor - Genetics for Nursing
Undergraduate course, Universidade Cruzeiro do Sul, 2009
Genetics for Nursing Practitioners course for nursing undergraduate students (2009)
Primary Instructor - Paleontology
Undergraduate course, Universidade Cruzeiro do Sul, 2009
Paleontology course for biology undergraduate students (2009-2010)
Graduate Teaching Assistant - Evolution
Undergraduate course, Washington University in St Louis, 2011
Teaching assistant in undergraduate ‘Evolution’ course (2011-2012)
Primary Instructor - General Biology Laboratory
Undergraduate course, Loyola University Chicago, 2015
Primary instructor in undergraduate ‘General Biology Lab’ course (2015)