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Lucila Ohno-Machado

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

102

Venues

7

Active years

1997–2022

Best venue rank

A*

Where they publish

Papers

102 indexed papers, newest first.

YearVenueTitleAuthors
2022AMIAA Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation.Sharon E. Davis, Henry Ssemaganda, Jejo Koola, Jialin Mao, Dax M. Westerman, Theodore Speroff, Usha Govindarajulu, Craig Ramsay, Lucila Ohno-Machado, Frederic S. Resnic, Michael E. Matheny
2022AMIAA Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning.Jejo D. Koola, Jialin Mao, Sharon E. Davis, Henry Ssemaganda, Dax M. Westerman, Lucila Ohno-Machado, Frederic S. Resnic, Michael E. Matheny
2022AMIAExisting and emerging privacy challenges and solutions for federated data coordination.Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado
2022AMIADisentangling and Characterizing Device Safety Signals and Learning Effects.Henry Ssemaganda, Frederic S. Resnic, Sharon E. Davis, Usha Govindarajulu, Jejo Koola, Jialin Mao, Dax M. Westerman, Theodore Speroff, Craig Ramsay, Art Sedrakyan, Lucila Ohno-Machado, Michael E. Matheny
2021AMIAPrivacy-Preserving Federated Biomedical Data Analysis.Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado
2021AMIAEarly Prediction of Positive Clostridioides Difficile Test Results.Anh Pham, Robert El-Kareh, Lucila Ohno-Machado, Tsung-Ting Kuo
2020AMIALongitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart Study.Jihoon Kim, Paulina Paul, Pravina Kota, Yu R. Park, Julie A. Stoner, Wenyu Wang, Ying Zhang, Elisa Lee, Lucila Ohno-Machado
2019AMIAProtecting Patient Privacy in Survival Analyses.Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado
2019AMIAEngaging heart failure patients from a clinical data research network: A survey on willingness to participate in different types of research.Yong Kyung Choi, Javier E. Lopez, Daniella Meeker, Lucila Ohno-Machado, Katherine K. Kim
2019AMIAVERTICOX: Vertically Distributed Cox Proportional Hazards Model.Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado
2019AMIACurrent Applications of Blockchain Technology in Biomedical Research and Healthcare.Tsung-Ting Kuo, Amar Das, Kim Augustine, Peng Dana Zhang, Lucila Ohno-Machado
2017AMIASelf-Service Cohort Discovery across Five Academic Health Centers: Usage and User Evaluations of the University of California Research eXchange.Douglas S. Bell, Lisa Dahm, Nick R. Anderson, Ida Sim, Pralav P. Dessai, Marianne Zachariah, Lucila Ohno-Machado
2017AMIAHonoring Patient's Data Sharing Preferences: Implementation Challenges.Elizabeth A. Bell, Diana Guijarro, Imho Jang, Wenhong Zhu, Tyler Bath, Gwangnoh Yun, Masud Rahman, Chao Jiang, Xiaoqian Jiang, Lucila Ohno-Machado, Hyeoneui Kim
2017AMIAA Natural Language Processing System for Biomedical Dataset Retrieval.Xiaoling Chen, Jun Xu, Jingqi Wang, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu
2017AMIAMeeting User Needs for a Data Discovery Index of Biomedical Big Data.Ram Dixit, Deevakar Rogith, Vidya Narayana, Mandana Salimi, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu, Todd R. Johnson
2017AMIAMALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencE.Chao Jiang, Xiaoqian Jiang, Shuang Wang, Diana Guijarro, Elizabeth A. Bell, Imho Jang, Gwangnoh Yun, Masud Rahman, Lucila Ohno-Machado, Hyeoneui Kim
2017AMIAConsumer Views of Electronic Health and Genetic Data Sharing: Findings of a National Survey.Katherine K. Kim, Lucila Ohno-Machado
2017AMIAInformation Retrieval for Biomedical Datasets: The 2016 bioCADDIE Challenge.Kirk Roberts, Anupama E. Gururaj, Xiaoling Chen, Saeid Pournejati, Trevor Cohen, William R. Hersh, Dina Demner-Fushman, Lucila Ohno-Machado, Hua Xu
2017AMIAA Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis.Jaideep Vaidya, Basit Shafiq, Muazzam Asani, Nabil R. Adam, Xiaoqian Jiang, Lucila Ohno-Machado
2017AMIAUsing a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment.Wei Wei, Zhanglong Ji, Lucila Ohno-Machado
2017AMIAProject A-G-T-C: Adding Genetic Test data in Clinical data warehouse.Jonathan Wickes, Hyeoneui Kim, Hyun-Dae Kim, Jihoon Kim, Wenhong Zhu, Lucila Ohno-Machado, Olivier Harismendy
2016AMIACategorizing Clinical Data to Make it Easier for Patients to Indicate Their Data Sharing Preferences.Elizabeth A. Bell, Diana Guijarro, Hyeon-Eui Kim, Alexander Richardson, Jina Huh, Shuang Wang, Lucila Ohno-Machado
2016AMIAA Multi-Institutional Honest Broker in the Cloud.Claudiu Farcas, Tyler Bath, Paulina Paul, Antonios Koures, Lucila Ohno-Machado
2016AMIADeveloping a predictive model for discharge delay in the Post-Anesthesia Care Unit.Rodney A. Gabriel, Jihoon Kim, Lucila Ohno-Machado
2016AMIAA Scalable Dataset Indexing Infrastructure for the bioCADDIE Data Discovery System.Jeffrey S. Grethe, Ibrahim Burak zyurt, Hua Xu, Xiaoling Chen, Ruiling Liu, Ergin Soysal, Anupama E. Gururaj, Hyeon-Eui Kim, Trevor Cohen, Todd R. Johnson, Mandana Salimi, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. Gonzlez-Beltrn, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado
2016AMIADoes Health Status Affect Patient Preferences for Sharing Clinical Data for Research?Imho Jang, Diana Guijarro, Jimmy Quach, Jihoon Kim, Hyeon-Eui Kim, Elizabeth A. Bell, Robert E. El-Kareh, Lucila Ohno-Machado
2016AMIAFeasibility of Representing Data from Published Nursing Research Using the OMOP Common Data Model.Hyeon-Eui Kim, Jeeyae Choi, Imho Jang, Jimmy Quach, Lucila Ohno-Machado
2016AMIAAn Online Delphi Consensus Panel for Prioritizing Person-Centered Outcomes Research Topics.Katherine K. Kim, Dmitry Khodyakov, Kate Marie, Marika Booth, Paul A. Heidenreich, Zhaoping Li, Michael K. Ong, Jane C. Burns, Daniella Meeker, Lucila Ohno-Machado
2016AMIAEnsembles of NLP Tools for Data Element Extraction from Clinical Notes.Tsung-Ting Kuo, Pallavi Rao, Cleo K. Maehara, Son Doan, Juan D. Chaparro, Michele E. Day, Claudiu Farcas, Lucila Ohno-Machado, Chun-Nan Hsu
2016AMIAAn Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite.Michael E. Matheny, Dax M. Westerman, Laura Pearlman, Josh Gieringer, Xiaoqian Jiang, Claudiu Farcas, Tara K. Knight, Shuang Wang, Amy Perkins, Lucila Ohno-Machado, Bill Clarke, Daniella Meeker
2016AMIACalibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression.Lucila Ohno-Machado, George Hripcsak, Michael E. Matheny, Yuan Wu, Xiaoqian Jiang
2016AMIAiCONCUR: informed CONsent for Clinical data and biosample Use for Research.Lucila Ohno-Machado, Hyeon-Eui Kim, Elizabeth A. Bell, Xiaoqian Jiang, Dexter Friedman, Claudiu Farcas
2016AMIADeveloping an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research.Siddharth Singh, Paulina Paul, Chun-Nan Hsu, Lucila Ohno-Machado
2016AMIAUsing the hierarchical structure of the Medical Subject Headings (MeSH) for automatic MeSH term assignment.Wei Wei, Zhanglong Ji, Lucila Ohno-Machado
2016AMIADevelopment of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery.Hua Xu, Jeffrey S. Grethe, Xiaoling Chen, Ruiling Liu, Ergin Soysal, Anupama E. Gururaj, Yueling Li, Ibrahim Burak zyurt, Hyeon-Eui Kim, Trevor Cohen, Todd R. Johnson, Mandana Salimi, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. Gonzlez-Beltrn, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado
2015AMIATransforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model.Fern FitzHenry, Jesse Brannen, Jason N. Denton, Jonathan R. Nebeker, Scott L. DuVall, Freneka F. Minter, Jeffrey Scehnet, Brian C. Sauer, Lucila Ohno-Machado, Michael E. Matheny
2015AMIAPatient privacy and "de-identified" health records in the genomic era.Jessica D. Tenenbaum, Greg Biggers, Bradley A. Malin, Lucila Ohno-Machado, Leslie Wolf
2014AMIASharing My Health Data: A Survey of Data Sharing Preferences of Healthy Individuals.Elizabeth A. Bell, Lucila Ohno-Machado, Mara Adela Grando
2014AMIAInformatics without Borders: International Outreach of US-based Training Programs.Cynthia S. Gadd, Lucila Ohno-Machado, William R. Hersh, Rebecca S. Crowley
2014AMIATrends in Publication of Nursing Informatics Research.Hyeoneui Kim, Lucila Ohno-Machado, Janet Oh, Xiaoqian Jiang
2014AMIAPredictive Analytics in Healthcare (HPA): Considerations and Challenges.Suchi Saria, Gabriel J. Escobar, Paul C. Tang, Lucila Ohno-Machado, Alex Dummett
2014AMIAA Keyword Suggestion Strategy Based on Citation Networks.Wei Wei, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado
2013AMIATraining the Informatics Research Workforce, Part 2.Valerie Florance, Perry L. Miller, Lucila Ohno-Machado, George Hripcsak, William R. Hersh, George Demiris
2013DCCAn Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression.Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Lucila Ohno-Machado
2013DCCGenome Sequence Compression with Distributed Source Coding.Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado
2013HealthComDELPHI: Data E-platform for personalized population health.Yannis Katsis, Chaitanya K. Baru, Ted Chan, Sanjoy Dasgupta, Claudiu Farcas, William G. Griswold, Jeannie Huang, Lucila Ohno-Machado, Yannis Papakonstantinou, Fredric Raab, Kevin Patrick
2012AMIAIdentifying Age Variables in dbGaP using Natural Language Processing.Alexander Hsieh, Michael Conway, Hyeoneui Kim, Lucila Ohno-Machado
2012AMIASelecting Cases for Whom Additional Tests Can Improve Prognostication.Xiaoqian Jiang, Jihoon Kim, Yuan Wu, Lucila Ohno-Machado
2012AMIASharing Facebook Data For Research: Are College Students Willing to Donate their Data?Myoung Lah, Karen Calfas, James H. Fowler, Lucila Ohno-Machado
2012AMIAA Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning.Jialan Que, Xiaoqian Jiang, Lucila Ohno-Machado
2012AMIAInstitutional Privacy-preserving Distributed binary Logistic Regression (IPDLR).Yuan Wu, Xiaoqian Jiang, Lucila Ohno-Machado
2012ICMLPredicting accurate probabilities with a ranking loss.Aditya Krishna Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan, Lucila Ohno-Machado
2008AMIAComparison of RFID Systems for Tracking Clinical Interventions at the Bedside.Kumiko Ohashi, Sakiko Ota, Lucila Ohno-Machado, Hiroshi Tanaka
2008AMIAImproving Calibration of Logistic Regression Models by Local Estimates.Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
2007AMIARare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool.Michael E. Matheny, Nipun Arora, Lucila Ohno-Machado, Frederic S. Resnic
2005AMIATraining Health Informatics Professionals in Brazil: Rationale for the Development of a New Certificate Program.Heimar F. Marin, Eduardo Massad, Eduardo P. Marques, Raymundo S. Azevedo, Lucila Ohno-Machado
2005AMIAExploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices.Michael E. Matheny, Lucila Ohno-Machado, Frederic S. Resnic
2005AMIAReal-Time ECG Algorithms for Ambulatory Patient Monitoring.Esteban J. Pino, Lucila Ohno-Machado, Eduardo P. Wiechmann, Dorothy Curtis
2005AMIAWLAN PDA to improve efficiency in patient care documentation.Tomohiro Sawa, Takashi Funahara, Hirokazu Nagatani, Masaharu Okahara, Keiko Sase, Yoshinori Nakata, Lucila Ohno-Machado
2005AMIADemonstration of SMART (Scalable Medical Alert Response Technology).Jason Waterman, Dorothy Curtis, Michel Goraczko, Eugene Shih, Pankaj Sarin, Esteban J. Pino, Lucila Ohno-Machado, Robert A. Greenes, John V. Guttag, Thomas O. Stair
2005MICCAICombining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation.Steven Haker, William M. Wells III, Simon K. Warfield, Ion-Florin Talos, Jui G. Bhagwat, Daniel Goldberg-Zimring, Asim Mian, Lucila Ohno-Machado, Kelly H. Zou
2003AMIAClassification of Movement States in Parkinson's Disease Using a Wearable Ambulatory Monitor.David A. Klapper, Joshua Weaver, Hubert Fernandez, Lucila Ohno-Machado
2003AMIAPreoperative Information Management System using Wireless PDAs.Tomohiro Sawa, Masaharu Okahara, Masayuki Santo, Ulrich Schmidt, Yoshinori Nakata, Shigeho Morita, Lucila Ohno-Machado
2002AMIAOpen source handheld-based EMR for paramedics working in rural areas.Vishwanath Anantraman, Tarjei S. Mikkelsen, Reshma Khilnani, Vikram S. Kumar, Alex Pentland, Lucila Ohno-Machado
2002AMIAGene expression levels in different stages of progression in oral squamous cell carcinoma.Winston Patrick Kuo, Tor-Kristian Jenssen, Peter J. Park, Mark W. Lingen, Rifat Hasina, Lucila Ohno-Machado
2002AMIATraining in Medical Informatics in Northeastern Brazil.Lucila Ohno-Machado, Heimar F. Marin, Eduardo P. Marques, Eduardo Massad, Marivan S. Abrahao, Hamish S. F. Fraser
2002AMIAComparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis.Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl, Tor-Kristian Jenssen, Winston Patrick Kuo
2002AMIAProviding context-sensitive decision-support based on WHO guidelines.Heta N. Ray, Aziz A. Boxwala, Vishwanath Anantraman, Lucila Ohno-Machado
2002AMIAPharmacokinetic Simulation of Muscle Relaxants: Prediction of Onset Based on Potency.Tomohiro Sawa, Yoshinori Nakata, Tetsuya Sakamoto, Kunio Suwa, Shigeho Morita, Lucila Ohno-Machado
2002AMIAEvaluation of the Diagnostic Accuracy of Chest X-rays Acquired Using a Digital Camera for Low-cost Teleradiology.Agnieszka Szot, Darius Jazayeri, Francine L. Jacobson, Lucila Ohno-Machado, Laura M. Smeaton, Hamish Fraser
2002AMIABuilding an asynchronous web-based tool for machine learning classification.Griffin M. Weber, Staal Amund Vinterbo, Lucila Ohno-Machado
2002ICANNA Simulated Annealing and Resampling Method for Training Perceptrons to Classify Gene-Expression Data.Andreas Alexander Albrecht, Staal Amund Vinterbo, C. K. Wong, Lucila Ohno-Machado
2001AMIAInternational Training in Medical Informatics: The Second Year of the Brazil/USA Project.Vishwanath Anantraman, Griffin M. Weber, Hamish Fraser, Heimar F. Marin, Eduardo P. Marques, Eduardo Massad, Lucila Ohno-Machado
2001AMIAFinding appropriate clinical trials: evaluating encoded eligibility criteria with incomplete data.Nachman Ash, Omolola Ogunyemi, Qing T. Zeng, Lucila Ohno-Machado
2001AMIADisambiguation data: extracting information from anonymized sources.Stephan Dreiseitl, Staal Amund Vinterbo, Lucila Ohno-Machado
2001AMIAEffects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance.Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl
2001AMIAGeneration of dynamically configured check lists for intra-operative problems using a set of covering algorithms.Tomohiro Sawa, Lucila Ohno-Machado
2001AMIAHiding information by cell suppression.Staal Amund Vinterbo, Lucila Ohno-Machado, Stephan Dreiseitl
2001PSBUnsupervised Learning from Complex Data: The Matrix Incision Tree Algorithm.Ju-Han Kim, Lucila Ohno-Machado, Isaac S. Kohane
2000AMIARisk stratification in heart failure using artificial neural networks.Felipe Atienza, Nieves Martnez-Alzamora, Jos A. De Velasco, Stephan Dreiseitl, Lucila Ohno-Machado
2000AMIABuilding knowledge in a complex preterm birth problem domain.Linda K. Goodwin, Sean Maher, Lucila Ohno-Machado, Mary Ann Iannacchione, Patrick Crockett, Stephan Dreiseitl, Staal Amund Vinterbo, W. Edward Hammond
2000AMIAMajor complications after angioplasty in patients with chronic renal failure: a comparison of predictive models.Ronilda C. Lacson, Lucila Ohno-Machado
2000AMIAFirst Steps Towards Implementing an International Training Program in Medical Informatics: The Brazil/USA Project.Lucila Ohno-Machado, Aziz A. Boxwala, Hamish Fraser, Robert A. Greenes, Isaac S. Kohane, Heimar F. Marin, Eduardo P. Marques, Eduardo Massad, Beatriz H. Rocha, Roberto A. Rocha, Laura M. Smeaton, Peter Szolovits
2000AMIADecision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil.Lucila Ohno-Machado, Ronilda Lacson, Eduardo Massad
2000AMIAGLIF3: the evolution of a guideline representation format.Mor Peleg, Aziz A. Boxwala, Omolola Ogunyemi, Qing T. Zeng, Samson W. Tu, Ronilda Lacson, Elmer V. Bernstam, Nachman Ash, Peter Mork, Lucila Ohno-Machado, Edward H. Shortliffe, Robert A. Greenes
2000AMIADevelopment and evaluation of models to predict death and myocardial infarction following coronary angioplasty and stenting.Frederic S. Resnic, Jeffrey J. Popma, Lucila Ohno-Machado
2000AMIAUsing electronic data to predict the probability of true bacteremia from positive blood cultures.Samuel J. Wang, Gilad J. Kuperman, Lucila Ohno-Machado, Andrew B. Onderdonk, Heidi Sandige, David W. Bates
1999AMIASelf-Organizing Maps for Visualization of Medical Data Sets.Stephan Dreiseitl, Lucila Ohno-Machado
1999AMIAEvaluating variable selection methods for diagnosis of myocardial infarction.Stephan Dreiseitl, Lucila Ohno-Machado, Staal Amund Vinterbo
1999AMIAEvaluation of Guidelines to Help Patients Recognize Myocardial Infarction.Hamish S. F. Fraser, Lucila Ohno-Machado, Vincent Carey, Gregory Sharp, Shapur Naimi
1999AMIAA framework and tools for authoring, editing, documenting, sharing, searching, navigating, and executing computer-based clinical guidelines.Robert A. Greenes, Aziz A. Boxwala, William N. Sloan, Lucila Ohno-Machado, Stephan R. A. Deibel
1999AMIAHealthAware: A Consumer Health Information Destination Which Links to a Health Care Delivery Network.Sandra Kogan, Lucila Ohno-Machado, Aziz A. Boxwala, Jeanne Guillemin, Jeannie Tam, Kathleen Keefe, Thomas DiCesare, Jonathan L. Schaffer, Robert A. Greenes
1999AMIAClinical Data Processing Tools: A Machine Learning Resource.Lucila Ohno-Machado, Staal Amund Vinterbo, Aleksander hrn, Stephan Dreiseitl
1999AMIADecision support for clinical trial eligibility determination in breast cancer.Lucila Ohno-Machado, Samuel J. Wang, Perry Mar, Aziz A. Boxwala
1999AMIAThe C-Index as a Selection Tool in Decision Tree Construction: An Example in Myocardial Infarction.Gregory Sharp, Lucila Ohno-Machado, Hamish Fraser
1999AMIAA genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction.Staal Amund Vinterbo, Lucila Ohno-Machado
1999AMIAEnhancing Arden Syntax for Clinical Trial Eligibility Criteria.Samuel J. Wang, Lucila Ohno-Machado, Perry Mar, Aziz A. Boxwala, Robert A. Greenes
1998AMIALinking Health Education and Health Care Service Information via the WWW: The HealthAware Project.Lucila Ohno-Machado, Aziz A. Boxwala, Jeanne Guillemin, Kathy Keefe, Gregory Sharp, Todd Rowland, John P. Ehresman, Jeannie Tam, Luke Sato, Robert A. Greenes
1998AMIAImproving machine learning performance by removing redundant cases in medical data sets.Lucila Ohno-Machado, Hamish S. F. Fraser, Aleksander hrn
1998AMIABuilding manageable rough set classifiers.Aleksander hrn, Lucila Ohno-Machado, Todd Rowland
1998AMIAComparison of multiple prediction models for ambulation following spinal cord injury.Todd Rowland, Lucila Ohno-Machado, Aleksander hrn
1997AMIAA virtual repository approach to clinical and utilization studies: application in mammography as alternative to a national database.Lucila Ohno-Machado, Aziz A. Boxwala, John P. Ehresman, Darrell N. Smith, Robert A. Greenes