Kristen L Beck - IBM Corp, Almaden Res Ctr, San Jose, CA 95120 USA

基本信息

Career Trajectory

Bio

Kristen L. Beck received the PhD degree. She is the lead bioinformatician and research staff member with the AI and Cognitive Solutions Team, IBM Research - Almaden. Her work involves developing multi-omics approaches for human health and the life sciences including the study of anomaly detection in food microbiomes, multimodal fusion of oncology data, and microbial pathogenicity.

Research Interests

Papers共 31 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Commensal or pathogen: computationally vectorizing microbial genomes for de novo risk assessment and virulence feature discovery in Klebsiella pneumoniae

Kristen L. Beck,Akshay Agarwal,Alison Laufer Halpin,L. Clifford McDonald,Susannah L. McKay,Alyssa G. Kent,James H. Kaufman,Vandana Mukherjee,Christopher A. Elkins,Edward Seabolt

crossref（2024）

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Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond

Niharika S. D'Souza,Hongzhi Wang,Andrea Giovannini,Antonio Foncubierta-Rodriguez,Kristen L. Beck,Orest Boyko,Tanveer F. Syeda-Mahmood

MEDICAL IMAGE ANALYSIS (2024): 103064-103064

Cited0Views0WOSEIBibtex

MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction

Niharika S. D'Souza,Hongzhi Wang,Andrea Giovannini,Antonio Foncubierta-Rodriguez,Kristen L. Beck,Orest Boyko,Tanveer Syeda-Mahmood

MACHINE LEARNING FOR MULTIMODAL HEALTHCARE DATA, ML4MHD 2023 (2024): 141-154

Cited0Views0EIBibtex

Predicting Epitope Candidates for SARS-CoV-2

Akshay Agarwal,Kristen L. Beck,Sara Capponi,Mark Kunitomi,Gowri Nayar,Edward Seabolt,Gandhar Mahadeshwar,Simone Bianco,Vandana Mukherjee,James H. Kaufman

Viruses（2022）

Cited2Views0WOSBibtex

Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis

Niharika S. D'Souza,Hongzhi Wang,Andrea Giovannini,Antonio Foncubierta-Rodriguez,Kristen L. Beck,Orest Boyko,Tanveer Syeda-Mahmood

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT VII (2022): 287-297

Cited3Views0EIBibtex

Multi-omics profiling of Earth’s biomes reveals patterns of diversity and co-occurrence in microbial and metabolite composition across environments

Justin P. Shaffer,Louis-Félix Nothias,Luke R. Thompson,Jon G. Sanders,Rodolfo A. Salido,Sneha P. Couvillion,Asker D. Brejnrod,Franck Lejzerowicz,Niina Haiminen,Shi Huang,Holly L. Lutz,Qiyun Zhu,Cameron Martino,James T. Morton,Smruthi Karthikeyan,Mélissa Nothias-Esposito,Kai Dührkop,Sebastian Böcker,Hyun Woo Kim,Alexander A. Aksenov,Wout Bittremieux,Jeremiah J. Minich,Clarisse Marotz,MacKenzie M. Bryant,Karenina Sanders,Tara Schwartz,Greg Humphrey,Yoshiki Vásquez-Baeza,Anupriya Tripathi,Laxmi Parida,Anna Paola Carrieri,Kristen L. Beck,Promi Das,Antonio González,Daniel McDonald,Søren M. Karst,Mads Albertsen,Gail Ackermann,Jeff DeReus,Torsten Thomas,Daniel Petras,Ashley Shade,James Stegen,Se Jin Song,Thomas O. Metz,Austin D. Swafford,Pieter C. Dorrestein,Janet K. Jansson,Jack A. Gilbert,Rob Knight, the Earth Microbiome Project (EMP) Consortium

Nature Microbiology（2022）

Cited4Views0Bibtex

BioAct: Biomedical Knowledge Base Construction using Active Learning

Dustin Wright,Anna Lisa Gentile,Noel Faux,Kristen L. Beck

bioRxiv (2022)

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Functional Genomics Platform, A Cloud-Based Platform for Studying Microbial Life at Scale

Edward E Seabolt,Gowri Nayar,Harsha Krishnareddy,Akshay Agarwal,Kristen L Beck,Ignacio Terrizzano,Eser Kandogan,Mark Kunitomi,Mary Roth,Vandana Mukherjee,James H Kaufman

TCBB（2022）

Cited15Views0WOSEIBibtex

Detecting anomalous content in dairy with whole metagenome sequencing

Niina Haiminen,Kristen L. Beck,Akshay Agarwal,Anna Paola Carrieri,Ban Kawas,Martin Wiedmann,Erika Ganda

biorxiv（2022）

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