Roman Eisner

17.2k citations

21 papers · 5.5k indexed · 4 hit papers · h-index 17

Impact in

Biochemistry top 0.5%
- Phytochemicals and Antioxidant Activities
- Antioxidant Activity and Oxidative Stress
Computational Theory and Mathematics top 0.5%
- Computational Drug Discovery Methods

Papers in ⓘ

Biochemistry 3
- Phytochemicals and Antioxidant Activities 3
Molecular Biology 15
- Metabolomics and Mass Spectrometry Studies 9
- Machine Learning in Bioinformatics 4
- Bioinformatics and Genomic Networks 3
- Genomics and Phylogenetic Studies 2

Co-authors: David S. Wishart (16 shared papers)Craig Knox (4 shared papers)Vanessa Neveu (4 shared papers)Russell Greiner (13 shared papers)Yannick Djoumbou-Feunang (2 shared papers)Augustin Scalbert (3 shared papers)Jara Pérez‐Jiménez (2 shared papers)J. Cruz (2 shared papers)
Journals: Database (3 papers)Nucleic Acids Research (2 papers)PLoS ONE (2 papers)Bioinformatics (1 paper)Journal of Cheminformatics (1 paper)
Partner nations: Canada France Spain

In The Last Decade

Roman Eisner

21 papers receiving 5.4k citations

Hit Papers

align trajectories log scale

ClassyFire: automated chemical classification with a comprehensive, computable taxonomy 2016 · 1.0k citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2016 Journal of Cheminformatics
2013 Database
2010 Database
2010 Nucleic Acids Research

Peers

Countries citing papers authored by Roman Eisner

Since Specialization

Citations

This map shows the geographic impact of Roman Eisner's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Roman Eisner with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roman Eisner more than expected).

Fields of papers citing papers by Roman Eisner

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Roman Eisner. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Roman Eisner. The network helps show where Roman Eisner may publish in the future.

Co-authors

The 25 scholars most cited alongside Roman Eisner, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Roman Eisner Line = papers co-authored together Roman Eisner links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Showing the 20 most-cited of 21 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	DrugBank 3.0: a comprehensive resource for 'Omics' research on drugs Nucleic Acids Research ·Craig Knox, Vivian Law, Timothy Jewison, P. Liu, Sowath Ly, Alex Frolkis, Allison Pon, K. Banco, C. Mak, Vanessa Neveu, Yannick Djoumbou-Feunang, Roman Eisner, An Chi Guo, David S. Wishart Hit paper breakdown →	2010	1475
2	Phenol-Explorer: an online comprehensive database on polyphenol contents in foods Database ·Vanessa Neveu, Jara Pérez‐Jiménez, Femke Vos, Vanessa Crespy, Laure Du Chaffaut, L. Mennen, Craig Knox, Roman Eisner, J. Cruz, David S. Wishart, Augustin Scalbert Hit paper breakdown →	2010	1043
3	ClassyFire: automated chemical classification with a comprehensive, computable taxonomy Journal of Cheminformatics ·Yannick Djoumbou-Feunang, Roman Eisner, Craig Knox, Leonid Chepelev, Janna Hastings, Gareth Owen, Eoin Fahy, Christoph Steinbeck, Shankar Subramanian, Evan Bolton, Russell Greiner, David S. Wishart Hit paper breakdown →	2016	1002
4	Phenol-Explorer 3.0: a major update of the Phenol-Explorer database to incorporate data on the effects of food processing on polyphenol content Database ·Joseph A. Rothwell, Jara Pérez‐Jiménez, Vanessa Neveu, Alexander Medina‐Remón, N. M’hiri, Paula Garcia, Claudine Manach, C. Knox, Roman Eisner, David S. Wishart, Augustin Scalbert Hit paper breakdown →	2013	650
5	Predicting subcellular localization of proteins using machine-learned classifiers Bioinformatics ·Zhonghua Lu, Duane Szafron, Russell Greiner, P. Lu, David S. Wishart, Brett Poulin, John Anvik, Cam Macdonell, Roman Eisner	2004	276
6	The human cerebrospinal fluid metabolome Journal of Chromatography B ·David S. Wishart, Michael Lewis, Joshua A. Morrissey, M.D. Flegel, Kevin Jeroncic, Yeping Xiong, Dean Cheng, Roman Eisner, Bijaya Gautam, Dan Tzur, Summit Sawhney, Fiona Bamforth, Russell Greiner, Liang Li	2008	263
7	Accurate, Fully-Automated NMR Spectral Profiling for Metabolomics PLoS ONE ·Siamak Ravanbakhsh, Philip L.‐F. Liu, Trent C. Bjordahl, Rupasri Mandal, Jason R. Grant, Michael Wilson, Roman Eisner, Igor Sinelnikov, Xiaoyu Hu, Claudio Luchinat, Russell Greiner, David S. Wishart	2015	217
8	Phenol-Explorer 2.0: a major update of the Phenol-Explorer database integrating data on polyphenol metabolism and pharmacokinetics in humans and experimental animals Database ·Joseph A. Rothwell, Mireia Urpí-Sardà, María Boto‐Ordóñez, C. Knox, Rafaël Llorach, Roman Eisner, J. Cruz, Vanessa Neveu, David S. Wishart, Claudine Manach, Cristina Andrés‐Lacueva, Augustin Scalbert	2012	137
9	Proteome Analyst: custom predictions with explanations in a web-based tool for high-throughput proteome annotations Nucleic Acids Research ·Duane Szafron, P. Lu, Russell Greiner, David S. Wishart, Brett Poulin, Roman Eisner, Zhiyong Lu, John Anvik, Cam Macdonell, Alona Fyshe, David Meeuwis	2004	88
10	Improving Protein Function Prediction using the Hierarchical Structure of the Gene Ontology Roman Eisner, Brett Poulin, Duane Szafron, P. Lu, Russell Greiner	2005	77
11	Visual explanation of evidence in additive classifiers Innovative Applications of Artificial Intelligence ·Brett Poulin, Roman Eisner, Duane Szafron, Paul Lu, Russell Greiner, David S. Wishart, Alona Fyshe, Brandon Pearcy, Cam Macdonell, John Anvik	2006	57
12	Learning to predict cancer-associated skeletal muscle wasting from 1H-NMR profiles of urinary metabolites Metabolomics ·Roman Eisner, Cynthia Stretch, Thomas Eastman, Jianguo Xia, David Hau, Sambasivarao Damaraju, Russell Greiner, David S. Wishart, Vickie E. Baracos	2010	49
13	Effects of Sample Size on Differential Gene Expression, Rank Order and Prediction Accuracy of a Gene Signature PLoS ONE ·Cynthia Stretch, Sheehan Khan, Nasimeh Asgarian, Roman Eisner, Saman Vaisipour, Sambasivarao Damaraju, Kathryn Graham, Oliver F. Bathe, Helen Steed, Russell Greiner, Vickie E. Baracos	2013	46
14	Development and Validation of a High-Throughput Mass Spectrometry Based Urine Metabolomic Test for the Detection of Colonic Adenomatous Polyps Metabolites ·Lu Deng, David Chang, Rae Foshaug, Roman Eisner, Victor Tso, David S. Wishart, Richard N. Fedorak	2017	34
15	A Machine-Learned Predictor of Colonic Polyps Based on Urinary Metabolomics BioMed Research International ·Roman Eisner, Russell Greiner, Victor Tso, Haili Wang, Richard N. Fedorak	2013	33
16	Prediction of Skeletal Muscle and Fat Mass in Patients with Advanced Cancer Using a Metabolomic Approach Journal of Nutrition ·Cynthia Stretch, Thomas Eastman, Rupasri Mandal, Roman Eisner, David S. Wishart, Marina Mourtzakis, Carla M. Prado, Sambasivarao Damaraju, Ronald O. Ball, Russell Greiner, Vickie E. Baracos	2011	26
17	BIOSPIDER: A WEB SERVER FOR AUTOMATING METABOLOME ANNOTATIONS PubMed ·Craig Knox, Savita Shrivastava, Paul Stothard, Roman Eisner, David S. Wishart	2006	18
18	Urine metabolomics as a predictor of patient tolerance and response to adjuvant chemotherapy in colorectal cancer Molecular and Clinical Oncology ·Mark Dykstra, Noah J. Switzer, Roman Eisner, Victor Tso, Rae Foshaug, Kathleen P. Ismond, Richard N. Fedorak, Haili Wang	2017	13
19	Explaining Naive Bayes Classifications University of Alberta Library ·Russell Greiner, Brett Poulin, Paul Lu, (unknown), Zhonghua Lu, Cam Macdonell, David S. Wishart, Roman Eisner, Duane Szafron	2003	10
20	Proteome Analyst - Transparent High-throughput Protein Annotation: Function, Localization and Custom Predictors University of Alberta Library ·Zhiyong Lu, Roman Eisner, Paul Lu, Cam Macdonell, Duane Szafron, Russell Greiner, Brett Poulin, David S. Wishart, (unknown), Bahram Habibi-Nazhad	2003	6

About Roman Eisner

Roman Eisner is a scholar working on Biochemistry, Molecular Biology, Computational Theory and Mathematics, Pathology and Forensic Medicine and Information Systems and Management, having authored 21 papers that have together received 5.5k indexed citations. Recurring topics across this work include Metabolomics and Mass Spectrometry Studies (9 papers), Machine Learning in Bioinformatics (4 papers), Computational Drug Discovery Methods (3 papers), Tea Polyphenols and Effects (3 papers), Bioinformatics and Genomic Networks (3 papers), Phytochemicals and Antioxidant Activities (3 papers), Colorectal Cancer Treatments and Studies (2 papers) and Genomics and Phylogenetic Studies (2 papers). The work is most often cited by research in Biochemistry (895 citations), Computational Theory and Mathematics (1.1k citations), Molecular Biology (3.0k citations), Pharmacology (323 citations) and Complementary and alternative medicine (228 citations). Roman Eisner has collaborated with scholars based in Canada, France and Spain. Frequent co-authors include David S. Wishart, Craig Knox, Vanessa Neveu, Russell Greiner, Yannick Djoumbou-Feunang, Augustin Scalbert, Jara Pérez‐Jiménez, J. Cruz, Sowath Ly and Vivian Law. Their work appears in journals such as Database, Nucleic Acids Research, PLoS ONE, Bioinformatics and Journal of Cheminformatics.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact