User profiles for Eduardo Beltrame
Eduardo da Veiga BeltrameCaltech Verified email at caltech.edu Cited by 1151 |
Modular and efficient pre-processing of single-cell RNA-seq
Abstract Analysis of single-cell RNA-seq data begins with pre-processing of sequencing
reads to generate count matrices. We investigate algorithm choices for the challenges of pre-…
reads to generate count matrices. We investigate algorithm choices for the challenges of pre-…
[HTML][HTML] Principles of open source bioinstrumentation applied to the poseidon syringe pump system
The poseidon syringe pump and microscope system is an open source alternative to
commercial systems. It costs less than $400 and can be assembled in under an hour using the …
commercial systems. It costs less than $400 and can be assembled in under an hour using the …
3D printing of biomolecular models for research and pedagogy
EDV Beltrame, J Tyrwhitt-Drake, I Roy… - JoVE (Journal of …, 2017 - jove.com
The construction of physical three-dimensional (3D) models of biomolecules can uniquely
contribute to the study of the structure-function relationship. 3D structures are most often …
contribute to the study of the structure-function relationship. 3D structures are most often …
A combination of support vector machine and k-nearest neighbors for machine fault detection
AB Andre, E Beltrame, J Wainer - Applied Artificial Intelligence, 2013 - Taylor & Francis
This article presents a combination of support vector machine (SVM) and k-nearest neighbor
(k-NN) to monitor rotational machines using vibrational data. The system is used as triage …
(k-NN) to monitor rotational machines using vibrational data. The system is used as triage …
[HTML][HTML] A Python library for probabilistic analysis of single-cell omics data
To the Editor—Methods for analyzing single-cell data 1, 2, 3, 4 perform a core set of
computational tasks. These tasks include dimensionality reduction, cell clustering, cell-state …
computational tasks. These tasks include dimensionality reduction, cell clustering, cell-state …
Modular, efficient and constant-memory single-cell RNA-seq preprocessing
We describe a workflow for preprocessing of single-cell RNA-sequencing data that balances
efficiency and accuracy. Our workflow is based on the kallisto and bustools programs, and …
efficiency and accuracy. Our workflow is based on the kallisto and bustools programs, and …
WormBase in 2022—data, processes, and tools for analyzing Caenorhabditis elegans
…, J Chan, WJ Chen, J Cho, E da Veiga Beltrame… - Genetics, 2022 - academic.oup.com
WormBase ( www.wormbase.org ) is the central repository for the genetics and genomics of
the nematode Caenorhabditis elegans. We provide the research community with data and …
the nematode Caenorhabditis elegans. We provide the research community with data and …
A curated database reveals trends in single-cell transcriptomics
The more than 1000 single-cell transcriptomics studies that have been published to date
constitute a valuable and vast resource for biological discovery. While various ‘atlas’ projects …
constitute a valuable and vast resource for biological discovery. While various ‘atlas’ projects …
Author Correction: Principles of open source bioinstrumentation applied to the poseidon syringe pump system
This Article contains an error in Figure 4, where the replotting of a subset of data in Figure
4a, which pertain to the Harvard dataset is incorrect in panels (1) and (3). The correct Figure …
4a, which pertain to the Harvard dataset is incorrect in panels (1) and (3). The correct Figure …
Quantifying the tradeoff between sequencing depth and cell number in single-cell RNA-seq
The allocation of a sequencing budget when designing single cell RNA-seq experiments
requires consideration of the tradeoff between number of cells sequenced and the read depth …
requires consideration of the tradeoff between number of cells sequenced and the read depth …