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Publications & White Papers
White Papers
QFlow: Solution for Managing ML Projects
By Alexander Knop, Quantori Principal Mathematician
Beyond Words: The Expanding Role of Language Models in Biology
By Omar Kantidze, Quantori Principal Scientist
Interoperability vendors with a unique set of features newly termed Datasynthex vendors
By Shawna Koch Mishael, Quantori Global Head, Healthcare
Use Cases for Artificial Intelligence and Machine Learning in Early-stage Life Sciences
By Steven Labkoff, MD, Quantori Global Head, Clinical and Healthcare Informatics
Use Cases for Artificial Intelligence and Machine Learning in Late-stage Life Sciences
By Steven Labkoff, MD, Quantori Global Head, Clinical and Healthcare Informatics
Scientific Publications
Phylodynamics analysis of HIV epidemic history
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Towards responsible artificial intelligence in healthcare—getting real about real-world data and evidence
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Clustering-based methodology for comparing multi-characteristic epidemiological dynamics with application to COVID-19 epidemiology in Europe
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Moment of inertia as a simple shape descriptor for diffusion-based shape-constrained molecular generation
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Supervised machine learning for microbiomics: Bridging the gap between current and best practices
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Toward a responsible future: recommendations for AI-enabled clinical decision support
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Explainable AI to identify radiographic features of pulmonary edema
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Identifying the capabilities for creating next-generation registries: a guide for data leaders and a case for “registry science”
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Structure Seer – a machine learning model for chemical structure elucidation from node labelling of a molecular graph
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Perfect prosthetic heart valve: generative design with machine learning, modeling, and optimization
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Excess mortality in Ukraine during the course of COVID-19 pandemic in 2020–2021
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Use of semi-synthetic data for catheter segmentation improvement
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A multi-reference poly-conformational method for in silico design, optimization, and repositioning of pharmaceutical compounds illustrated for selected SARS-CoV-2 ligands
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Novel Efficient Multistage Lead Optimization Pipeline Experimentally Validated for DYRK1B Selective Inhibitors
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AnFiSA: an Open-Source Computational Platform for the Analysis of Sequencing Data for Rare Genetic Disease
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PyVaporation: A Python Package for Studying and Modelling Pervaporation Processes
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Automatic Scoring of COVID-19 Severity in X-ray Imaging Based on a Novel Deep Learning Workflow
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Indirect supervision applied to COVID-19 and pneumonia classification
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Analysis of 329,942 SARS-CoV-2 Records Retrieved from GISAID Database
Quantori is excited to share research findings that are available on Cold Spring Harbor Laboratory's bioRxiv preprint server for biology "Analysis of 329,942 SARS-CoV-2 records retrieved from GISAID database"
Investigating the first stage of the COVID-19 pandemic in Ukraine using epidemiological and genomic data
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Development of an interactive, agent-based local stochastic model of COVID-19 transmission and evaluation of mitigation strategies illustrated for the state of Massachusetts, USA
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COVID-19/Pneumonia Classification Based on Guided Attention
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