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Journal Articles
- 2022
[j20]Jianfu Li
, Qiang Wei, Omid Ghiasvand, Miao Chen, Victor S. Lobanov, Chunhua Weng, Hua Xu:
A comparative study of pre-trained language models for named entity recognition in clinical trial eligibility criteria from multiple corpora. BMC Medical Informatics Decis. Mak. 22(3): 235 (2022)- 2019
- [j19]Michael Farnum, Mathangi Ashok, Daniel Kowalski, Fang Du, Lalit Mohanty, Paul Konstant, Joseph Ciervo, Victor S. Lobanov, Dimitris K. Agrafiotis:
A cross-source, system-agnostic solution for clinical data review. Database J. Biol. Databases Curation 2019: baz017 (2019) - [j18]Eric Yang, Jeremy D. Scheff, Shih C. Shen, Michael Farnum, James Sefton, Victor S. Lobanov, Dimitris K. Agrafiotis:
A late-binding, distributed, NoSQL warehouse for integrating patient data from clinical trials. Database J. Biol. Databases Curation 2019: baz032 (2019) - [j17]Michael Farnum, Lalit Mohanty, Mathangi Ashok, Paul Konstant, Joseph Ciervo, Victor S. Lobanov, Dimitris K. Agrafiotis:
A dimensional warehouse for integrating operational data from clinical trials. Database J. Biol. Databases Curation 2019: baz039 (2019) - 2011
- [j16]Dimitris K. Agrafiotis, Victor S. Lobanov, Maxim Shemanarev, Dmitrii N. Rassokhin, Sergei Izrailev, Edward P. Jaeger, Simson Alex, Michael Farnum:
Efficient Substructure Searching of Large Chemical Libraries: The ABCD Chemical Cartridge. J. Chem. Inf. Model. 51(12): 3113-3130 (2011) - 2009
- [j15]Jeremy Kolpak, Peter J. Connolly, Victor S. Lobanov, Dimitris K. Agrafiotis:
Enhanced SAR Maps: Expanding the Data Rendering Capabilities of a Popular Medicinal Chemistry Tool. J. Chem. Inf. Model. 49(10): 2221-2230 (2009) - 2007
- [j14]Dimitris K. Agrafiotis, Simson Alex, Heng Dai, An Derkinderen, Michael Farnum, Peter Gates, Sergei Izrailev, Edward P. Jaeger, Paul Konstant, Albert Leung, Victor S. Lobanov, Patrick Marichal, Douglas Martin, Dmitrii N. Rassokhin, Maxim Shemanarev, Andrew Skalkin, John Stong, Tom Tabruyn, Marleen Vermeiren, Jackson S. Wan, Xiang-Yang Xu, Xiang Yao:
Advanced Biological and Chemical Discovery (ABCD): Centralizing Discovery Knowledge in an Inherently Decentralized World. J. Chem. Inf. Model. 47(6): 1999-2014 (2007) - 2006
- [j13]Michael F. M. Engels, Alan C. Gibbs, Edward P. Jaeger, Danny Verbinnen, Victor S. Lobanov, Dimitris K. Agrafiotis:
A Cluster-Based Strategy for Assessing the Overlap between Large Chemical Libraries and Its Application to a Recent Acquisition. J. Chem. Inf. Model. 46(6): 2651-2660 (2006) - 2002
- [j12]Dimitris K. Agrafiotis, Walter Cedeño, Victor S. Lobanov:
On the Use of Neural Network Ensembles in QSAR and QSPR. J. Chem. Inf. Comput. Sci. 42(4): 903-911 (2002) - 2001
- [j11]Dmitrii N. Rassokhin, Victor S. Lobanov, Dimitris K. Agrafiotis:
Nonlinear mapping of massive data sets by fuzzy clustering and neural networks. J. Comput. Chem. 22(4): 373-386 (2001) - [j10]Dimitris K. Agrafiotis, Dmitrii N. Rassokhin, Victor S. Lobanov:
Multidimensional scaling and visualization of large molecular similarity tables. J. Comput. Chem. 22(5): 488-500 (2001) - [j9]Dimitris K. Agrafiotis, Victor S. Lobanov:
Multidimensional scaling of combinatorial libraries without explicit enumeration. J. Comput. Chem. 22(14): 1712-1722 (2001) - 2000
- [j8]Victor S. Lobanov, Dimitris K. Agrafiotis:
Stochastic Similarity Selections from Large Combinatorial Libraries. J. Chem. Inf. Comput. Sci. 40(2): 460-470 (2000) - [j7]Dimitris K. Agrafiotis, Victor S. Lobanov:
Ultrafast Algorithm for Designing Focused Combinational Arrays. J. Chem. Inf. Comput. Sci. 40(4): 1030-1038 (2000) - [j6]Dimitris K. Agrafiotis, Victor S. Lobanov:
Nonlinear Mapping Networks. J. Chem. Inf. Comput. Sci. 40(6): 1356-1362 (2000) - 1999
- [j5]Dimitris K. Agrafiotis, Victor S. Lobanov:
An Efficient Implementation of Distance-Based Diversity Measures Based on k-d Trees. J. Chem. Inf. Comput. Sci. 39(1): 51-58 (1999) - 1998
- [j4]Alan R. Katritzky, Victor S. Lobanov, Mati Karelson:
Normal Boiling Points for Organic Compounds: Correlation and Prediction by a Quantitative Structure-Property Relationship. J. Chem. Inf. Comput. Sci. 38(1): 28-41 (1998) - [j3]Alan R. Katritzky, Sulev Sild, Victor S. Lobanov, Mati Karelson:
Quantitative Structure-Property Relationship (QSPR) Correlation of Glass Transition Temperatures of High Molecular Weight Polymers. J. Chem. Inf. Comput. Sci. 38(2): 300-304 (1998) - 1997
- [j2]Alan R. Katritzky, Uko Maran, Mati Karelson, Victor S. Lobanov:
Prediction of Melting Points for the Substituted Benzenes: A QSPR Approach. J. Chem. Inf. Comput. Sci. 37(5): 913-919 (1997) - 1996
- [j1]Alan R. Katritzky, Peter Rachwal, Kam Wah Law, Mati Karelson, Victor S. Lobanov:
Prediction of Polymer Glass Transition Temperatures Using a General Quantitative Structure-Property Relationship Treatment. J. Chem. Inf. Comput. Sci. 36(4): 879-884 (1996)
Conference and Workshop Papers
- 2021
- [c6]Jianfu Li, Qiang Wei, Omid Ghiasvand, Miao Chen, Victor S. Lobanov, Chunhua Weng, Hua Xu:
Study of Pre-trained Language Models for Named Entity Recognition in Clinical Trial Eligibility Criteria from Multiple Corpora. ICHI 2021: 511-512 - 2020
- [c5]Miao Chen, Fang Du, Ganhui Lan, Victor S. Lobanov:
Using Pre-trained Transformer Deep Learning Models to Identify Named Entities and Syntactic Relations for Clinical Protocol Analysis. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) 2020 - [c4]Miao Chen, Ganhui Lan, Fang Du, Victor S. Lobanov:
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics. ClinicalNLP@EMNLP 2020: 234-242 - 2012
- [c3]Michael Farnum, Victor S. Lobanov, Michael Brennan, Dimitris K. Agrafiotis, Jeremy Kolpak, Joseph Ciervo, Laurent Alquier:
Clinical Case: Enhancing medical monitoring with visualization and analytics. BIBM 2012: 1 - 2011
- [c2]Michael Farnum, Victor S. Lobanov, Frank J. DeFalco, Soledad Cepeda:
Opening the Door to Electronic Medical Records: Using Informatics to Overcome Terabytes. BIBM 2011: 659 - [c1]Michael Farnum, Victor S. Lobanov, Eric Yang, Tim Schultz, Rudi Verbeeck:
Uniting Data for Memory: Building Informatics against Alzheimer's. BIBM 2011: 660
Coauthor Index
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