Daniel M. Lowe

Computer Science · Physical Sciences

11h-index2.1kcitations17works0.02yr avg
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Research Topics

Computational Drug Discovery Methods(9), Biomedical Text Mining and Ontologies(7), Machine Learning in Materials Science(4), Analytical Chemistry and Chromatography(3), Topic Modeling(2)

Publications17 total

Extraction of Reactions from Patents using Grammars.
CLEF (Working Notes)·2020· 4 cited
Legacy reaction extraction data (1976-2013)
Figshare·2020Open Access
An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents
ArODES (HES-SO (https://www.hes-so.ch/))·2020· 5 citedOpen Access
Big Data from Pharmaceutical Patents: A Computational Analysis of Medicinal Chemists’ Bread and Butter
Journal of Medicinal Chemistry·2016· 431 cited
The development of models to predict melting and pyrolysis point data associated with several hundred thousand compounds mined from PATENTS
Journal of Cheminformatics·2016· 88 citedOpen Access
Efficient chemical-disease identification and relationship extraction using Wikipedia to improve recall
Database·2016· 27 citedOpen Access
Corrections to “Development of a Novel Fingerprint for Chemical Reactions and Its Application to Large-Scale Reaction Classification and Similarity”
Journal of Chemical Information and Modeling·2015· 8 cited
The CHEMDNER corpus of chemicals and drugs and its annotation principles
Journal of Cheminformatics·2015· 415 citedOpen Access
LeadMine: a grammar and dictionary driven approach to entity recognition
Journal of Cheminformatics·2015· 70 citedOpen Access
Melting Point and Pyrolysis Point Data for Tens of Thousands of Chemicals
Figshare·2015Open Access
Development of a Novel Fingerprint for Chemical Reactions and Its Application to Large-Scale Reaction Classification and Similarity
Journal of Chemical Information and Modeling·2014· 208 cited
Annotated Chemical Patent Corpus: A Gold Standard for Text Mining
PLoS ONE·2014· 70 citedOpen Access
Extraction of chemical structures and reactions from the literature
Apollo (University of Cambridge)·2012· 288 citedOpen Access
Open Data, Open Source and Open Standards in chemistry: The Blue Obelisk five years on
Journal of Cheminformatics·2011· 96 citedOpen Access
Chemical Name to Structure: OPSIN, an Open Source Solution
Journal of Chemical Information and Modeling·2011· 239 cited
Virtual haptic cell model for operator training
Deakin Research Online (Deakin University)·2011· 8 cited
ADMET rules of thumb II: A comparison of the effects of common substituents on a range of ADMET parameters
Bioorganic & Medicinal Chemistry·2009· 113 citedOpen Access

Frequent Co-authors

Roger A. Sayle(7), Nadine Schneider(3), Gregory A. Landrum(3), Saber A. Akhondi(3), Jan A. Kors(2), Karin Verspoor(2), André Lamúrias(2), Francisco M. Couto(2), Peter Murray‐Rust(2), Noel M. O’Boyle(2), Igor V. Tetko(2), Antony Williams(2), Michael A. Tarselli(1), Martin Krallinger(1), Obdulia Rabal(1), Florian Leitner(1), Miguél Vázquez(1), David Salgado(1), Zhiyong Lu(1), Robert Leaman(1)