Lucila Ohno-Machado
Orcid: 0000-0002-8005-7327Affiliations:
- University of California San Diego, Division of Medial Informatics
According to our database1,
Lucila Ohno-Machado
authored at least 305 papers
between 1995 and 2024.
Collaborative distances:
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Bibliography
2024
Biomedical blockchain with practical implementations and quantitative evaluations: a systematic review.
J. Am. Medical Informatics Assoc., 2024
A primer for quantum computing and its applications to healthcare and biomedical research.
J. Am. Medical Informatics Assoc., 2024
2023
J. Am. Medical Informatics Assoc., December, 2023
A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia.
J. Biomed. Informatics, March, 2023
Patient and researcher stakeholder preferences for use of electronic health record data: a qualitative study to guide the design and development of a platform to honor patient preferences.
J. Am. Medical Informatics Assoc., 2023
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions.
J. Am. Medical Informatics Assoc., 2023
2022
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.
IEEE Trans. Knowl. Data Eng., 2022
Patterns, 2022
A research agenda to support the development and implementation of genomics-based clinical informatics tools and resources.
J. Am. Medical Informatics Assoc., 2022
Codesigning a community-based participatory research project to assess tribal perspectives on privacy and health data sharing: A report from the Strong Heart Study.
J. Am. Medical Informatics Assoc., 2022
A tribute to Karen Greenwood and her contributions to the American Medical Informatics Association.
J. Am. Medical Informatics Assoc., 2022
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition.
J. Am. Medical Informatics Assoc., 2022
Inclusion of social determinants of health improves sepsis readmission prediction models.
J. Am. Medical Informatics Assoc., 2022
Inf. Serv. Use, 2022
IMI-CDE: an interactive interface for collaborative mapping of study variables to common data elements.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the AMIA 2022, 2022
Existing and emerging privacy challenges and solutions for federated data coordination.
Proceedings of the AMIA 2022, 2022
A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning.
Proceedings of the AMIA 2022, 2022
A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation.
Proceedings of the AMIA 2022, 2022
2021
J. Biomed. Informatics, 2021
Use of electronic health records to support a public health response to the COVID-19 pandemic in the United States: a perspective from 15 academic medical centers.
J. Am. Medical Informatics Assoc., 2021
Privacy-protecting, reliable response data discovery using COVID-19 patient observations.
J. Am. Medical Informatics Assoc., 2021
Benchmarking blockchain-based gene-drug interaction data sharing methods: A case study from the iDASH 2019 secure genome analysis competition blockchain track.
Int. J. Medical Informatics, 2021
How do we share data in COVID-19 research? A systematic review of COVID-19 datasets in PubMed Central Articles.
Briefings Bioinform., 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data.
IEEE Trans. Inf. Forensics Secur., 2020
A systematic literature review of Native American and Pacific Islanders' perspectives on health data privacy in the United States.
J. Am. Medical Informatics Assoc., 2020
EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning.
J. Am. Medical Informatics Assoc., 2020
A tutorial on calibration measurements and calibration models for clinical prediction models.
J. Am. Medical Informatics Assoc., 2020
J. Am. Medical Informatics Assoc., 2020
J. Am. Medical Informatics Assoc., 2020
Promoting Quality Face-to-Face Communication during Ophthalmology Encounters in the Electronic Health Record Era.
Appl. Clin. Inform., 2020
Longitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart Study.
Proceedings of the AMIA 2020, 2020
2019
J. Am. Medical Informatics Assoc., 2019
Fair compute loads enabled by blockchain: sharing models by alternating client and server roles.
J. Am. Medical Informatics Assoc., 2019
J. Am. Medical Informatics Assoc., 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Engaging heart failure patients from a clinical data research network: A survey on willingness to participate in different types of research.
Proceedings of the AMIA 2019, 2019
2018
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
Clinical informatics applications of medication reconciliation, decision support systems, and online portal patient-provider communications.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
Sharing data from electronic health records within, across, and beyond healthcare institutions: Current trends and perspectives.
J. Am. Medical Informatics Assoc., 2018
Informatics for all: from provider- to patient-based applications that can include family and friends.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
Enabling patients to be active participants in healthcare via informatics interventions.
J. Am. Medical Informatics Assoc., 2018
Clinical research informatics: a growing subspecialization of biomedical informatics.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
User needs analysis and usability assessment of DataMed - a biomedical data discovery index.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
IEEE Internet Comput., 2018
The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool.
CoRR, 2018
ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks.
CoRR, 2018
Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge.
Database J. Biol. Databases Curation, 2018
2017
Developing a framework for digital objects in the Big Data to Knowledge (BD2K) commons: Report from the Commons Framework Pilots workshop.
J. Biomed. Informatics, 2017
Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks.
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
Education of informatics professionals and development of electronic information resources for clinicians, patients, health scientists, and study participants.
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
Electronic health records: usability and utilization by health care providers and patients.
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
Using health information technology for clinical decision support and predictive analytics.
J. Am. Medical Informatics Assoc., 2017
Blockchain distributed ledger technologies for biomedical and health care applications.
J. Am. Medical Informatics Assoc., 2017
J. Am. Medical Informatics Assoc., 2017
Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies.
Bioinform., 2017
PRINCESS: Privacy-protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS.
Bioinform., 2017
Information retrieval for biomedical datasets: the 2016 bioCADDIE dataset retrieval challenge.
Database J. Biol. Databases Curation, 2017
MiRIAD update: using alternative polyadenylation, protein interaction network analysis and additional species to enhance exploration of the role of intragenic miRNAs and their host genes.
Database J. Biol. Databases Curation, 2017
A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge.
Database J. Biol. Databases Curation, 2017
Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the AMIA 2017, 2017
Using a Convolutional Neural Network for Automatic Medical Subject Headings (MeSH) Assignment.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Consumer Views of Electronic Health and Genetic Data Sharing: Findings of a National Survey.
Proceedings of the AMIA 2017, 2017
MALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencE.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Self-Service Cohort Discovery across Five Academic Health Centers: Usage and User Evaluations of the University of California Research eXchange.
Proceedings of the AMIA 2017, 2017
2016
BMC Medical Informatics Decis. Mak., 2016
J. Am. Medical Informatics Assoc., 2016
J. Am. Medical Informatics Assoc., 2016
J. Am. Medical Informatics Assoc., 2016
J. Am. Medical Informatics Assoc., 2016
Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies.
CoRR, 2016
Development of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery.
Proceedings of the AMIA 2016, 2016
Using the hierarchical structure of the Medical Subject Headings (MeSH) for automatic MeSH term assignment.
Proceedings of the AMIA 2016, 2016
Developing an Electronic Health Record-Based Cohort of Patients with Inflammatory Bowel Diseases for Observational Patient-Centered Outcomes Research.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression.
Proceedings of the AMIA 2016, 2016
An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
An Online Delphi Consensus Panel for Prioritizing Person-Centered Outcomes Research Topics.
Proceedings of the AMIA 2016, 2016
Feasibility of Representing Data from Published Nursing Research Using the OMOP Common Data Model.
Proceedings of the AMIA 2016, 2016
Does Health Status Affect Patient Preferences for Sharing Clinical Data for Research?
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Categorizing Clinical Data to Make it Easier for Patients to Indicate Their Data Sharing Preferences.
Proceedings of the AMIA 2016, 2016
2015
BMC Medical Informatics Decis. Mak., 2015
Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery.
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research.
J. Am. Medical Informatics Assoc., 2015
WebDISCO: a web service for distributed cox model learning without patient-level data sharing.
J. Am. Medical Informatics Assoc., 2015
Comparison of consumers' views on electronic data sharing for healthcare and research.
J. Am. Medical Informatics Assoc., 2015
J. Am. Medical Informatics Assoc., 2015
Proceedings of the AMIA 2015, 2015
Transforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model.
Proceedings of the AMIA 2015, 2015
Proceedings of the Medical Data Privacy Handbook, 2015
2014
Detecting inappropriate access to electronic health records using collaborative filtering.
Mach. Learn., 2014
BMC Medical Informatics Decis. Mak., 2014
Brief communication: pSCANNER: patient-centered Scalable National Network for Effectiveness Research.
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
Focusing on the patient: mHealth, social media, electronic health records, and decision support systems.
J. Am. Medical Informatics Assoc., 2014
Structuring text and standardizing data for clinical and population health applications.
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
NIH's <i>Big Data to Knowledge</i> initiative and the advancement of biomedical informatics.
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
Data governance requirements for distributed clinical research networks: triangulating perspectives of diverse stakeholders.
J. Am. Medical Informatics Assoc., 2014
J. Am. Medical Informatics Assoc., 2014
CoRR, 2014
Bioinform., 2014
Database J. Biol. Databases Curation, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Trans. Data Priv., 2013
EXpectation Propagation LOgistic REgRession (EXPLORER): Distributed privacy-preserving online model learning.
J. Biomed. Informatics, 2013
Natural language processing: algorithms and tools to extract computable information from EHRs and from the biomedical literature.
J. Am. Medical Informatics Assoc., 2013
Data science and informatics: when it comes to biomedical data, is there a real distinction?
J. Am. Medical Informatics Assoc., 2013
J. Am. Medical Informatics Assoc., 2013
Sharing data for the public good and protecting individual privacy: informatics solutions to combine different goals.
J. Am. Medical Informatics Assoc., 2013
J. Am. Medical Informatics Assoc., 2013
J. Am. Medical Informatics Assoc., 2013
J. Am. Medical Informatics Assoc., 2013
Proceedings of the Extreme Science and Engineering Discovery Environment: Gateway to Discovery, 2013
Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 2013 Data Compression Conference, 2013
An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression.
Proceedings of the 2013 Data Compression Conference, 2013
Proceedings of the AMIA 2013, 2013
2012
Grid Binary LOgistic REgression (GLORE): building shared models without sharing data.
J. Am. Medical Informatics Assoc., 2012
An improved model for predicting postoperative nausea and vomiting in ambulatory surgery patients using physician-modifiable risk factors.
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
Informatics 2.0: implications of social media, mobile health, and patient-reported outcomes for healthcare and individual privacy.
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
Cost-effectiveness of informatics and health IT: impact on finances and quality of care.
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
J. Am. Medical Informatics Assoc., 2012
A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support.
J. Am. Medical Informatics Assoc., 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
A Robust Feature Selection Method for Novel Pre-microRNA Identification Using a Combination of Nucleotide-Structure Triplets.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Enhancing Twitter Data Analysis with Simple Semantic Filtering: Example in Tracking Influenza-Like Illnesses.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the AMIA 2012, 2012
A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning.
Proceedings of the AMIA 2012, 2012
Sharing Facebook Data For Research: Are College Students Willing to Donate their Data?
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
Translational bioinformatics: linking knowledge across biological and clinical realms.
J. Am. Medical Informatics Assoc., 2011
Innovative approaches to support patient decision making, improve safety, and enable large-scale clinical research.
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
Realizing the full potential of electronic health records: the role of natural language processing.
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
A hybrid open-access model to bridge the publishing divide and reach out to a broader community.
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
Electronic health records and computer-based clinical decision support: are we there yet?
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
J. Am. Medical Informatics Assoc., 2011
Using statistical and machine learning to help institutions detect suspicious access to electronic health records.
J. Am. Medical Informatics Assoc., 2011
AnyExpress: Integrated toolkit for analysis of cross-platform gene expression data using a fast interval matching algorithm.
BMC Bioinform., 2011
2010
J. Biomed. Informatics, 2010
Int. J. Medical Informatics, 2010
Smart medical environment at the point of care: Auto-tracking clinical interventions at the bed side using RFID technology.
Comput. Biol. Medicine, 2010
BMC Bioinform., 2010
2009
Editorial: Outstanding Submissions to the AMIA Annual Symposium Now Featured in JAMIA.
J. Am. Medical Informatics Assoc., 2009
Special Features: Presentation of the 2008 Morris F. Collen Award to Robert A. Greenes.
J. Am. Medical Informatics Assoc., 2009
J. Ambient Intell. Smart Environ., 2009
BMC Bioinform., 2009
BMC Bioinform., 2009
2008
Application of Information Technology: SMART - An Integrated Wireless System for Monitoring Unattended Patients.
J. Am. Medical Informatics Assoc., 2008
Proceedings of the 3rd International ICST Conference on Body Area Networks, 2008
Proceedings of the AMIA 2008, 2008
Proceedings of the AMIA 2008, 2008
2007
Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality.
J. Biomed. Informatics, 2007
J. Bioinform. Comput. Biol., 2007
Automatic correspondence of tags and genes (ACTG): a tool for the analysis of SAGE, MPSS and SBS data.
Bioinform., 2007
Rare Adverse Event Monitoring of Medical Devices with the Use of an Automated Surveillance Tool.
Proceedings of the AMIA 2007, 2007
2006
J. Biomed. Informatics, 2006
J. Am. Medical Informatics Assoc., 2006
2005
A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method.
J. Biomed. Informatics, 2005
Discrimination and calibration of mortality risk prediction models in interventional cardiology.
J. Biomed. Informatics, 2005
J. Biomed. Informatics, 2005
Combining Classifiers Using Their Receiver Operating Characteristics and Maximum Likelihood Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the AMIA 2005, 2005
Proceedings of the AMIA 2005, 2005
Proceedings of the AMIA 2005, 2005
Exploration of a Bayesian Updating Tool to Provide Real-Time Safety Monitoring for New Medical Devices.
Proceedings of the AMIA 2005, 2005
Training Health Informatics Professionals in Brazil: Rationale for the Development of a New Certificate Program.
Proceedings of the AMIA 2005, 2005
2004
IEEE Trans. Biomed. Eng., 2004
J. Biomed. Informatics, 2004
J. Biomed. Informatics, 2004
Diagnostic accuracy of chest X-rays acquired using a digital camera for low-cost teleradiology.
Int. J. Medical Informatics, 2004
Protecting patient privacy by quantifiable control of disclosures in disseminated databases.
Int. J. Medical Informatics, 2004
Artif. Intell. Medicine, 2004
Proceedings of the MEDINFO 2004, 2004
2003
Comput. Biol. Medicine, 2003
Artif. Intell. Medicine, 2003
Proceedings of the Stochastic Algorithms: Foundations and Applications, 2003
Proceedings of the AMIA 2003, 2003
Classification of Movement States in Parkinson's Disease Using a Wearable Ambulatory Monitor.
Proceedings of the AMIA 2003, 2003
2002
J. Intell. Fuzzy Syst., 2002
Visualization and evaluation of clusters for exploratory analysis of gene expression data.
J. Biomed. Informatics, 2002
Logistic regression and artificial neural network classification models: a methodology review.
J. Biomed. Informatics, 2002
Generation of Dynamically Configured Check Lists for Intra-Operative Problems: Using a Set Covering Algorithm.
J. Am. Medical Informatics Assoc., 2002
Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance.
J. Am. Medical Informatics Assoc., 2002
J. Am. Medical Informatics Assoc., 2002
Bioinform., 2002
A Simulated Annealing and Resampling Method for Training Perceptrons to Classify Gene-Expression Data.
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the AMIA 2002, 2002
Evaluation of the Diagnostic Accuracy of Chest X-rays Acquired Using a Digital Camera for Low-cost Teleradiology.
Proceedings of the AMIA 2002, 2002
Pharmacokinetic Simulation of Muscle Relaxants: Prediction of Onset Based on Potency.
Proceedings of the AMIA 2002, 2002
Proceedings of the AMIA 2002, 2002
Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis.
Proceedings of the AMIA 2002, 2002
Proceedings of the AMIA 2002, 2002
Gene expression levels in different stages of progression in oral squamous cell carcinoma.
Proceedings of the AMIA 2002, 2002
Proceedings of the AMIA 2002, 2002
2001
J. Biomed. Informatics, 2001
A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions.
J. Biomed. Informatics, 2001
Comput. Biol. Medicine, 2001
Proceedings of the 6th Pacific Symposium on Biocomputing, 2001
Proceedings of the MEDINFO 2001, 2001
Generation of dynamically configured check lists for intra-operative problems using a set of covering algorithms.
Proceedings of the AMIA 2001, 2001
Finding appropriate clinical trials: evaluating encoded eligibility criteria with incomplete data.
Proceedings of the AMIA 2001, 2001
International Training in Medical Informatics: The Second Year of the Brazil/USA Project.
Proceedings of the AMIA 2001, 2001
2000
Artif. Intell. Medicine, 2000
Using electronic data to predict the probability of true bacteremia from positive blood cultures.
Proceedings of the AMIA 2000, 2000
Development and evaluation of models to predict death and myocardial infarction following coronary angioplasty and stenting.
Proceedings of the AMIA 2000, 2000
Proceedings of the AMIA 2000, 2000
Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil.
Proceedings of the AMIA 2000, 2000
First Steps Towards Implementing an International Training Program in Medical Informatics: The Brazil/USA Project.
Proceedings of the AMIA 2000, 2000
Major complications after angioplasty in patients with chronic renal failure: a comparison of predictive models.
Proceedings of the AMIA 2000, 2000
Proceedings of the AMIA 2000, 2000
Proceedings of the AMIA 2000, 2000
1999
Proceedings of the AMIA 1999, 1999
A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction.
Proceedings of the AMIA 1999, 1999
The C-Index as a Selection Tool in Decision Tree Construction: An Example in Myocardial Infarction.
Proceedings of the AMIA 1999, 1999
Proceedings of the AMIA 1999, 1999
Proceedings of the AMIA 1999, 1999
HealthAware: A Consumer Health Information Destination Which Links to a Health Care Delivery Network.
Proceedings of the AMIA 1999, 1999
A framework and tools for authoring, editing, documenting, sharing, searching, navigating, and executing computer-based clinical guidelines.
Proceedings of the AMIA 1999, 1999
Proceedings of the AMIA 1999, 1999
Proceedings of the AMIA 1999, 1999
Proceedings of the AMIA 1999, 1999
1998
Research Paper: The GuideLine Interchange Format: A Model for Representing Guidelines.
J. Am. Medical Informatics Assoc., 1998
Diagnosing Breast Cancer from FNAs: Variable Relevance in Neural Network and Logistic Regression Models.
Proceedings of the MEDINFO '98, 1998
Comparison of multiple prediction models for ambulation following spinal cord injury.
Proceedings of the AMIA 1998, 1998
Improving machine learning performance by removing redundant cases in medical data sets.
Proceedings of the AMIA 1998, 1998
Linking Health Education and Health Care Service Information via the WWW: The HealthAware Project.
Proceedings of the AMIA 1998, 1998
1997
Modular Neural Networks for Medical Prognosis: Quantifying the Benefits of Combining Neural Networks for Survival Prediction.
Connect. Sci., 1997
Sequential versus standard neural networks for pattern recognition: An example using the domain of coronary heart disease.
Comput. Biol. Medicine, 1997
A comparison of Cox proportional hazards and artificial neural network models for medical prognosis.
Comput. Biol. Medicine, 1997
A virtual repository approach to clinical and utilization studies: application in mammography as alternative to a national database.
Proceedings of the AMIA 1997, 1997
1995
Proceedings of the Advances in Artificial Intelligence, 1995