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Publications & White Papers

Scientific Publications

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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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Machine Learning Quantori

Perfect prosthetic heart valve: generative design with machine learning, modeling, and optimization

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COVID Map

Excess mortality in Ukraine during the course of COVID-19 pandemic in 2020–2021

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Medical Data Quantori

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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Quantori ACS Publications

Novel Efficient Multistage Lead Optimization Pipeline Experimentally Validated for DYRK1B Selective Inhibitors

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Quantori AnFiSa

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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Quantori Covid-19 and pneumonia research

Automatic Scoring of COVID-19 Severity in X-ray Imaging Based on a Novel Deep Learning Workflow

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Medicine masks

Indirect supervision applied to COVID-19 and pneumonia classification

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Analysis of SARS-CoV-2 Records

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"

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COVID Mask

Investigating the first stage of the COVID-19 pandemic in Ukraine using epidemiological and genomic data

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local stochastic model of COVID-19 transmission

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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Pneumonia X-RAY

COVID-19/Pneumonia Classification Based on Guided Attention

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