Daniel Mas Montserrat

Also affiliated with Lake County, Galena Biopharma (United States), Stanford University

Biochemistry, Genetics and Molecular BiologyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 12 papers. Top paper: “Sphere estimation network: three-dimensional nuclei detection of fluorescence microscopy images”.

Sphere estimation network: three-dimensional nuclei detection of fluorescence microscopy images

Journal of Medical Imaging(2020)10.1117/1.jmi.7.4.044003

N/A

0DataRank · unranked

6 citations

Daniel Mas Montserrat, Chichen Fu, Paul Salama, Kenneth W. Dunn, Edward J. Delp +1 more

High Resolution Ancestry Deconvolution for Next Generation Genomic Data

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.09.19.460980

N/A

0DataRank · unranked

59 citations

Arvind S. Kumar, Richa Rastogi, Carlos D. Bustamante, Daniel Mas Montserrat, Alexander G. Ioannidis +1 more

Neural ADMIXTURE: rapid population clustering with autoencoders

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.06.27.450081

N/A

0DataRank · unranked

11 citations

Daniel Mas Montserrat, Carlos D. Bustamante, Xavier Giró-i-Nieto, Alexander G. Ioannidis, Albert Dominguez Mantes

SALAI-Net: species-agnostic local ancestry inference network

Bioinformatics(2022)10.1093/bioinformatics/btac464

N/A

0DataRank · unranked

24 citations

Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander Ioannidis, Benet Oriol Sàbat

Deconvoluting complex correlates of COVID-19 severity with a multi-omic pandemic tracking strategy

Nature Communications(2022)10.1038/s41467-022-32397-8

N/A

0DataRank · unranked

9 citations

Alexander G. Ioannidis, David Jimenez‐Morales, John E. Gorzynski, Hannah N. De Jong, Xiran Liu +65 more

Hyperbolic geometry-based deep learning methods to produce population trees from genotype data

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.03.28.484797

N/A

0DataRank · unranked

3 citations

Daniel Mas Montserrat, Carlos D. Bustamante, Alexander G. Ioannidis, Aman Patel

Neural ADMIXTURE for rapid genomic clustering

Nature Computational Science(2023)10.1038/s43588-023-00482-7

N/A

0DataRank · unranked

48 citations

Daniel Mas Montserrat, Carlos D. Bustamante, Xavier Giró-i-Nieto, Alexander G. Ioannidis, Albert Dominguez Mantes

Adversarial Learning for Feature Shift Detection and Correction

arXiv (Cornell University)(2023)10.48550/arxiv.2312.04546

N/A

0DataRank · unranked

2 citations

Daniel Mas Montserrat, Margarita Geleta, Xavier Giró-i-Nieto, Alexander G. Ioannidis, Míriam Barrabés

Machine Learning Strategies for Improved Phenotype Prediction in Underrepresented Populations

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.12.561949

N/A

0DataRank · unranked

1 citations

May Levin, Daniel Mas Montserrat, Alexander G. Ioannidis, David Bonet

PopGenAdapt: Semi-Supervised Domain Adaptation for Genotype-to-Phenotype Prediction in Underrepresented Populations

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.10.561715

N/A

0DataRank · unranked

0 citations

Daniel Mas Montserrat, Alexander G. Ioannidis, M Cara

HyperFast: Instant Classification for Tabular Data

Proceedings of the AAAI Conference on Artificial Intelligence(2024)10.1609/aaai.v38i10.28988

N/A

0DataRank · unranked

11 citations

Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis, David Bonet

HyperFast: Instant Classification for Tabular Data

arXiv (Cornell University)(2024)10.48550/arxiv.2402.14335

N/A

0DataRank · unranked

0 citations

Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis, David Bonet