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Lucila Ohno-Machado

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Lucila Ohno-Machado
Health surveillance using the internet and other sources of information.
Noman Mohammed; Rui Chen; Benjamin C M Fung; Xiaoqian Jiang; Lucila Ohno-Machado
Privacy-preserving heterogeneous health data sharing.
SHREY THAWAIT; John A Carrino; Adam E Flanders; Jihoon Kim; Roman A Klufas; William B Morrison; Lucila Ohno-Machado
Comparison of four prediction models to discriminate benign from malignant vertebral compression fractures according to MRI feature analysis.

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All Publications

2013: Lucila Ohno-Machado
Health surveillance using the internet and other sources of information.
Journal of the American Medical Informatics Association : JAMIA 2013;20(3):403.
2013: Noman Mohammed; Rui Chen; Benjamin C M Fung; Xiaoqian Jiang; Lucila Ohno-Machado
Privacy-preserving heterogeneous health data sharing.
Journal of the American Medical Informatics Association : JAMIA 2013;20(3):462-9.
2013: SHREY THAWAIT; John A Carrino; Adam E Flanders; Jihoon Kim; Roman A Klufas; William B Morrison; Lucila Ohno-Machado
Comparison of four prediction models to discriminate benign from malignant vertebral compression fractures according to MRI feature analysis.
AJR. American journal of roentgenology 2013;200(3):493-502.
2013: Lucila Ohno-Machado
Informatics that works for you.
Journal of the American Medical Informatics Association : JAMIA 2013;20(2):211.
2013: Chisato Shimizu; Petra Stepanowsky; Adriana Tremoulet; Christine Trinh; Clark Chen; John T Kanegaye; Jihoon Kim; Hubert D Lau; Lucila Ohno-Machado; Johnny C Akers; Jane C Burns
Differential expression of miR-145 in children with Kawasaki disease.
PloS one 2013;8(3):e58159.
2013: Lucila Ohno-Machado
Sharing data for the public good and protecting individual privacy: informatics solutions to combine different goals.
Journal of the American Medical Informatics Association : JAMIA 2013;20(1):1.
2013: James Gardner; Xiaoqian Jiang; Andrew R Post; Yonghui Xiao; Li Xiong; Jingjing Gao; Lucila Ohno-Machado
SHARE: system design and case studies for statistical health information release.
Journal of the American Medical Informatics Association : JAMIA 2013;20(1):109-16.
2013: Ludwig Christian Hinske; Pedro A F Galante; Jens Heyn; Lucila Ohno-Machado; Simone Kreth
Setting up an intronic miRNA database.
Methods in molecular biology (Clifton, N.J.) 2013;936():69-76.
2012: Lucila Ohno-Machado
To share or not to share: that is not the question.
Science translational medicine 2012;4(165):165cm15.
2012: Lucila Ohno-Machado
Careers in informatics: a diversity of options with an abundance of jobs.
Journal of the American Medical Informatics Association : JAMIA 2012;19(6):919.
2012: José Eduardo Kroll; Fábio C P Navarro; Daniel T Ohara; Lucila Ohno-Machado; Pedro A F Galante; Sandro J de Souza
SPLOOCE: a new portal for the analysis of human splicing variants.
RNA biology 2012;9(11):1339-43.
2012: Pankaj Sarin; Richard D Urman; Lucila Ohno-Machado
An improved model for predicting postoperative nausea and vomiting in ambulatory surgery patients using physician-modifiable risk factors.
Journal of the American Medical Informatics Association : JAMIA 2012;19(6):995-1002.
2012: Lucila Ohno-Machado
Informatics 2.0: implications of social media, mobile health, and patient-reported outcomes for healthcare and individual privacy.
Journal of the American Medical Informatics Association : JAMIA 2012;19(5):683.
2012: Marcio von Muhlen; Lucila Ohno-Machado
Reviewing social media use by clinicians.
Journal of the American Medical Informatics Association : JAMIA 2012;19(5):777-81.
2012: Yuan Wu; Xiaoqian Jiang; Jihoon Kim; Lucila Ohno-Machado
Grid Binary LOgistic REgression (GLORE): building shared models without sharing data.
Journal of the American Medical Informatics Association : JAMIA 2012;19(5):758-64.
2012: Theodore Berger; Gert Cauwenberghs; Steven George; Michael Khoo; Vasilis Z Marmarelis; Andrew McCulloch; Ellis Meng; Lucila Ohno-Machado; Jerome Schultz
Southern California: a hotbed of biomedical engineering: nine bioengineers describe their research and why Southern California has the biotech market cornered. Interviews by Jessica P. Johnson.
IEEE pulse 2012;3(4):14-21.
2012: Lucila Ohno-Machado
Informatics research to enable clinically relevant, personalized genomic medicine.
Journal of the American Medical Informatics Association : JAMIA 2012;19(2):149-50.
2012: Lucila Ohno-Machado; Frederic S Resnic; Staal A Vinterbo; Vineet Bafna; Aziz A Boxwala; Brian E Chapman; Wendy W Chapman; Kamalika Chaudhuri; Michele E Day; Claudiu Farcas; Nathaniel D Heintzman; Xiaoqian Jiang; Hyeoneui Kim; Jihoon Kim; Michael E Matheny
iDASH: integrating data for analysis, anonymization, and sharing.
Journal of the American Medical Informatics Association : JAMIA 2012;19(2):196-201.
2012: Xiaoqian Jiang; Jihoon Kim; Melanie Osl; Lucila Ohno-Machado
Calibrating predictive model estimates to support personalized medicine.
Journal of the American Medical Informatics Association : JAMIA 2012;19(2):263-74.
2012: Jorge E S de Souza; Julia Pinheiro Chagas da Cunha; Renan Valieris Bueno de Almeida; Pedro A F Galante; Daniel Takatori Ohara; Lucila Ohno-Machado; Lloyd J Old; Sandro J de Souza
SurfaceomeDB: a cancer-orientated database for genes encoding cell surface proteins.
Cancer immunity 2012;12():15.
2012: Yuan Wu; Xiaoqian Jiang; Lucila Ohno-Machado
Preserving Institutional Privacy in Distributed binary Logistic Regression.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2012;2012():1450-8.
2012: Jialan Que; Xiaoqian Jiang; Lucila Ohno-Machado
A collaborative framework for Distributed Privacy-Preserving Support Vector Machine learning.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2012;2012():1350-9.
2012: Xiaoqian Jiang; Jihoon Kim; Shuang Wang; Yuan Wu; Lucila Ohno-Machado
Selecting cases for whom additional tests can improve prognostication.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2012;2012():1260-8.
2012: Xiaoqian Jiang; Jihoon Kim; Aditya Menon; Shuang Wang; Lucila Ohno-Machado
Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): an algorithm for joint optimization of discrimination and calibration.
PloS one 2012;7(11):e48823.
2012: Yuan Wu; Xiaoqian Jiang; Jihoon Kim; Lucila Ohno-Machado
I-spline Smoothing for Calibrating Predictive Models.
AMIA Summits on Translational Science proceedings AMIA Summit on Translational Science 2012;2012():39-46.
2012: Alexander J Trachtenberg; Allison Truong; Azza E Abdalla; Andrew Fraser; Gary Hardiman; Steven Y He; Eivind Hovig; Jessica N Lacy; Fang Liu; Lucila Ohno-Machado; Chiara Rivas-Morello; Jae-Hyung Robert; Winston Kuo
A primer on the current state of microarray technologies.
Methods in molecular biology (Clifton, N.J.) 2012;802():3-17.
2011: Prakash M Nadkarni; Lucila Ohno-Machado; Wendy W Chapman
Natural language processing: an introduction.
Journal of the American Medical Informatics Association : JAMIA 2011;18(5):544-51.
2011: Lucila Ohno-Machado
Realizing the full potential of electronic health records: the role of natural language processing.
Journal of the American Medical Informatics Association : JAMIA 2011;18(5):539.
2011: Aziz A Boxwala; Janice M Grillo; Jihoon Kim; Lucila Ohno-Machado
Using statistical and machine learning to help institutions detect suspicious access to electronic health records.
Journal of the American Medical Informatics Association : JAMIA 2011;18(4):498-505.
2011: Lucila Ohno-Machado
Biomedical informatics: how we got here and where we are headed.
Journal of the American Medical Informatics Association : JAMIA 2011;18(4):351.
2011: Benjamin Sandoval; Peter Tarczy-Hornoch; Atul Butte; Yves lussier; Lucila Ohno-Machado
Translational bioinformatics: linking knowledge across biological and clinical realms.
Journal of the American Medical Informatics Association : JAMIA 2011;18(4):354-7.
2011: Lucila Ohno-Machado
A hybrid open-access model to bridge the publishing divide and reach out to a broader community.
Journal of the American Medical Informatics Association : JAMIA 2011;18(3):210-1.
2011: Lucila Ohno-Machado
Informatics is about algorithms, systems, people, and social networks.
Journal of the American Medical Informatics Association : JAMIA 2011;18(3):209.
2011: Mark A Eckert; Thinzar M Lwin; Andrew T Chang; Jihoon Kim; Etienne Danis; Lucila Ohno-Machado; Jing Yang
Twist1-induced invadopodia formation promotes tumor metastasis.
Cancer cell 2011;19(3):372-86.
2011: Harold Lehmannm; Lucila Ohno-Machado
Evaluation of informatics systems: beyond RCTs and beyond the hospital.
Journal of the American Medical Informatics Association : JAMIA 2011;18(2):110-1.
2011: Jihoon Kim; Kiltesh Patel; Hyunchul Jung; Winston P Kuo; Lucila Ohno-Machado
AnyExpress: integrated toolkit for analysis of cross-platform gene expression data using a fast interval matching algorithm.
BMC bioinformatics 2011;12():75.
2011: Esmeralda Casas; Jihoon Kim; Andrés Bendesky; Lucila Ohno-Machado; Cecily J Wolfe; Jing Yang
Snail2 is an essential mediator of Twist1-induced epithelial mesenchymal transition and metastasis.
Cancer research 2011;71(1):245-54.
2011: Lucila Ohno-Machado
A new JAMIA.
Journal of the American Medical Informatics Association : JAMIA 2011;18(1):2.
2011: Lucila Ohno-Machado
What's new in informatics.
Journal of the American Medical Informatics Association : JAMIA 2011;18(1):1.
2010: Hyeoneui Kim; Jeeyae Choi; Sarah Thompson; Lindsay Meeker; Patricia Dykes; Denise Goldsmith; Lucila Ohno-Machado
Automating pressure ulcer risk assessment using documented patient data.
International journal of medical informatics 2010;79(12):840-8.
2010: Cheryl A Sadow; Shane C Wheeler; Jihoon Kim; Lucila Ohno-Machado; Stuart G Silverman
Positive predictive value of CT urography in the evaluation of upper tract urothelial cancer.
AJR. American journal of roentgenology 2010;195(5):W337-43.
2010: Ronilda Lacson; Erik Pitzer; Jihoon Kim; Pedro Galante; Christian Hinske; Lucila Ohno-Machado
DSGeo: software tools for cross-platform analysis of gene expression data in GEO.
Journal of biomedical informatics 2010;43(5):709-15.
2010: Kumiko Ohashi; Sakiko Ota; Lucila Ohno-Machado; Hiroshi Tanaka
Smart medical environment at the point of care: auto-tracking clinical interventions at the bed side using RFID technology.
Computers in biology and medicine 2010;40(6):545-54.
2010: Erik Pitzer; Jihoon Kim; Kiltesh Patel; Pedro A Galante; Lucila Ohno-Machado
PositionMatcher: A Fast Custom-Annotation Tool for Short DNA Sequences.
AMIA Summits on Translational Science proceedings AMIA Summit on Translational Science 2010;2010():25-9.
2010: Melanie Osl; Stephan Dreiseitl; Jihoon Kim; Kiltesh Patel; Christian Baumgartner; Lucila Ohno-Machado
Effect of data combination on predictive modeling: a study using gene expression data.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2010;2010():567-71.
2010: Hyeoneui Kim; Jeeyae Choi; Lelanie Secalag; Laura Dibsie; Aziz Boxwala; Lucila Ohno-Machado
Building an ontology for pressure ulcer risk assessment to allow data sharing and comparisons across hospitals.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2010;2010():382-6.
2010: Ronilda Lacson; Michael Mbagwu; Hisham Yousif; Lucila Ohno-Machado
Assessing the quality of annotations in asthma gene expression experiments.
BMC bioinformatics 2010;11 Suppl 9():S8.
2010: Ludwig Christian G Hinske; Pedro A F Galante; Winston P Kuo; Lucila Ohno-Machado
A potential role for intragenic miRNAs on their hosts' interactome.
BMC genomics 2010;11():533.
2009: Catherine Racowsky; Lucila Ohno-Machado; Jihoon Kim; John D Biggers
Is there an advantage in scoring early embryos on more than one day?
Human reproduction (Oxford, England) 2009;24(9):2104-13.
2009: Lucila Ohno-Machado
Lucila Ohno-Machado. Interview by Virginia Gewin.
Nature 2009;460(7255):655.
2009: Lucila Ohno-Machado; Donald Ellison; Edward H Shortliffe
Presentation of the 2008 Morris F. Collen Award to Robert A. Greenes.
Journal of the American Medical Informatics Association : JAMIA 2009;16(3):413-8.
2009: Michael E Matheny; David A Morrow; Lucila Ohno-Machado; Christopher P Cannon; Marc S Sabatine; Frederic S Resnic
Validation of an automated safety surveillance system with prospective, randomized trial data.
Medical decision making : an international journal of the Society for Medical Decision Making 2009;29(2):247-56.
2009: Erik Pitzer; Ronilda Lacson; Christian Hinske; Jihoon Kim; Pedro Af Galante; Lucila Ohno-Machado
Towards large-scale sample annotation in gene expression repositories.
BMC bioinformatics 2009;10 Suppl 9():S9.
2009: Ronilda Lacson; Erik Pitzer; Christian Hinske; Pedro Galante; Lucila Ohno-Machado
Evaluation of a large-scale biomedical data annotation initiative.
BMC bioinformatics 2009;10 Suppl 9():S10.
2008: Rifat Hasina; Mark E Whipple; Leslie E Martin; Winston Kuo; Lucila Ohno-Machado; Mark W Lingen
Angiogenic heterogeneity in head and neck squamous cell carcinoma: biological and therapeutic implications.
Laboratory investigation; a journal of technical methods and pathology 2008;88(4):342-53.
2008: Kumiko Ohashi; Sakiko Ota; Lucila Ohno-Machado; Hiroshi Tanaka
Comparison of RFID systems for tracking clinical interventions at the bedside.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2008;():525-9.
2008: Melanie Osl; Lucila Ohno-Machado; Christian Baumgartner; Bernhard Tilg; Stephan Dreiseitl
Improving calibration of logistic regression models by local estimates.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2008;():535-9.
2008: Shijun Fu; Haiguang Zhao; Jiantao Shi; Arhat Abzhanov; Keith Crawford; Lucila Ohno-Machado; Jianqin Zhou; Yanzhi Du; Winston Kuo; Ji Zhang; Mier Jiang; Jason Gang Jin
Peripheral arterial occlusive disease: global gene expression analyses suggest a major role for immune and inflammatory responses.
BMC genomics 2008;9():369.
2008: Vigdis Nygaard; Fang Liu; Marit Holden; Winston Kuo; Jeffrey M Trimarchi; Lucila Ohno-Machado; Connie L Cepko; Arnoldo Frigessi; Ingrid K Glad; Mark A van de Wiel; Eivind Hovig; Heidi Lyng
Validation of oligoarrays for quantitative exploration of the transcriptome.
BMC genomics 2008;9():258.
2008: Michael E Matheny; Lucila Ohno-Machado; Frederic S Resnic
Risk-adjusted sequential probability ratio test control chart methods for monitoring operator and institutional mortality rates in interventional cardiology.
American heart journal 2008;155(1):114-20.
2008: Dorothy W Curtis; Esteban J Pino; Jacob M Bailey; Eugene I Shih; Jason Waterman; Staal A Vinterbo; Thomas O Stair; John V Guttag; Robert A Greenes; Lucila Ohno-Machado
SMART--an integrated wireless system for monitoring unattended patients.
Journal of the American Medical Informatics Association : JAMIA 2008;15(1):44-53.
2007: Michael E Matheny; Frederic S Resnic; Nipun Arora; Lucila Ohno-Machado
Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality.
Journal of biomedical informatics 2007;40(6):688-97.
2007: Beatriz Stransky; Junior Barrera; Lucila Ohno-Machado; Sandro J De Souza
Modeling cancer: integration of "omics" information in dynamic systems.
Journal of bioinformatics and computational biology 2007;5(4):977-86.
2007: Pedro A F Galante; Jeffrey M Trimarchi; Constance L Cepko; Sandro J de Souza; Lucila Ohno-Machado; Winston Kuo
Automatic correspondence of tags and genes (ACTG): a tool for the analysis of SAGE, MPSS and SBS data.
Bioinformatics (Oxford, England) 2007;23(7):903-5.
2007: Tomohiro Sawa; Koichiro Yuji; Masahiro Kami; Lucila Ohno-Machado; Yoshinori Nakata
Current status of the Japanese cancer registry system: results of a nationwide survey.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2007;():1104.
2007: Michael E Matheny; David A Morrow; Lucila Ohno-Machado; Christopher P Cannon; Frederic S Resnic
Validating an automated outcomes surveillance application using data from a terminated randomized, controlled trial (OPUS [TIMI-16]).
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2007;():1043.
2007: Dorothy Curtis; Jacob Bailey; Esteban Pino; Eugene Shih; Robert Greenes; John Guttag; Thomas Stair; Lucila Ohno-Machado
Is redundancy in vital signs monitoring useful?
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2007;():923.
2007: Michael E Matheny; Nipun Arora; Lucila Ohno-Machado; Frederic S Resnic
Rare adverse event monitoring of medical devices with the use of an automated surveillance tool.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2007;():518-22.
2007: Fang Liu; Winston Kuo; Jeffrey M Trimarchi; Claudio Punzo; Connie L Cepko; Lucila Ohno-Machado; Eivind Hovig; Winston Patrick Kuo
Comparison of hybridization-based and sequencing-based gene expression technologies on biological replicates.
BMC genomics 2007;8():153.
2006: Ion-Florin Talos; Kelly H Zou; Lucila Ohno-Machado; Jui G Bhagwat; Ron Kikinis; Peter Black; Ferenc A Jolesz
Supratentorial low-grade glioma resectability: statistical predictive analysis based on anatomic MR features and tumor characteristics.
Radiology 2006;239(2):506-13.
2006: Michael E Matheny; Lucila Ohno-Machado; Frederic S Resnic
Monitoring device safety in interventional cardiology.
Journal of the American Medical Informatics Association : JAMIA 2006;13(2):180-7.
2006: Griffin Weber; Lucila Ohno-Machado; Stuart Shieber
Representation in stochastic search for phylogenetic tree reconstruction.
Journal of biomedical informatics 2006;39(1):43-50.
2006: Heimar F Marin; Eduardo Massad; Eduardo P Marques; Lucila Ohno-Machado
A certificate program in health informatics: Brazil/USA experience.
Studies in health technology and informatics 2006;122():800.
2006: Lucila Ohno-Machado; Frederic S Resnic; Michael E Matheny
Prognosis in critical care.
Annual review of biomedical engineering 2006;8():567-99.
2006: Staal A Vinterbo; Stephan Dreiseitl; Lucila Ohno-Machado
Approximation properties of haplotype tagging.
BMC bioinformatics 2006;7():8.
2005: Thomas A Lasko; Jui G Bhagwat; Kelly H Zou; Lucila Ohno-Machado
The use of receiver operating characteristic curves in biomedical informatics.
Journal of biomedical informatics 2005;38(5):404-15.
2005: Kelly H Zou; Frederic S Resnic; Ion-Florin Talos; Daniel Goldberg-Zimring; Jui G Bhagwat; Steven Haker; Ron Kikinis; Ferenc A Jolesz; Lucila Ohno-Machado
A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method.
Journal of biomedical informatics 2005;38(5):395-403.
2005: Michael E Matheny; Lucila Ohno-Machado; Frederic S Resnic
Discrimination and calibration of mortality risk prediction models in interventional cardiology.
Journal of biomedical informatics 2005;38(5):367-75.
2005: Staal A Vinterbo; Eun-Young Kim; Lucila Ohno-Machado
Small, fuzzy and interpretable gene expression based classifiers.
Bioinformatics (Oxford, England) 2005;21(9):1964-70.
2005: John A Carrino; Lucila Ohno-Machado
Development of radiology prediction models using feature analysis.
Academic radiology 2005;12(4):415-21.
2005: Tomohiro Sawa; Takashi Funahara; Hirokazu Nagatani; Masaharu Okahara; Keiko Sase; Yoshinori Nakata; Lucila Ohno-Machado
WLAN PDA to improve efficiency in patient care documentation.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2005;():1107.
2005: Michael E Matheny; Lucila Ohno-Machado; Frederic S Resnic
Exploration of a Bayesian updating tool to provide real-time safety monitoring for new medical devices.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2005;():1045.
2005: Heimar F Marin; Eduardo Massad; Eduardo P Marques; Raymudo S Azevedo; Lucila Ohno-Machado
Training health informatics professionals in Brazil: rationale for the development of a new certificate program.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2005;():1042.
2005: Esteban Pino; Lucila Ohno-Machado; Eduardo Wiechmann; Dorothy Curtis
Real-time ECG algorithms for ambulatory patient monitoring.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2005;():604-8.
2005: Steven Haker; William M Wells; Simon K Warfield; Ion-Florin Talos; Jui G Bhagwat; Daniel Goldberg-Zimring; Asim Mian; Lucila Ohno-Machado; Kelly H Zou
Combining classifiers using their receiver operating characteristics and maximum likelihood estimation.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2005;8(Pt 1):506-14.
2004: Seth Blackshaw; Sanjiv Harpavat; Jeffrey M Trimarchi; li cai; Haiyan Huang; Winston Kuo; Griffin Weber; Kyungjoon Lee; Rebecca E. Fraioli; Seo-Hee Cho; Rachel Yung; Elizabeth Asch; Lucila Ohno-Machado; Wing H Wong; Constance L Cepko
Genomic analysis of mouse retinal development.
PLoS biology 2004;2(9):E247.
2004: Winston Kuo; Eun-Young Kim; Jeffrey M Trimarchi; Tor-Kristian Jenssen; Staal A Vinterbo; Lucila Ohno-Machado
A primer on gene expression and microarrays for machine learning researchers.
Journal of biomedical informatics 2004;37(4):293-303.
2004: Richard Butterworth; Dan A Simovici; Gustavo S Santos; Lucila Ohno-Machado
A greedy algorithm for supervised discretization.
Journal of biomedical informatics 2004;37(4):285-92.
2004: Lucila Ohno-Machado
Research on machine learning issues in biomedical informatics modeling.
Journal of biomedical informatics 2004;37(4):221-3.
2004: Lucila Ohno-Machado; Paulo Silveira; Staal A Vinterbo
Protecting patient privacy by quantifiable control of disclosures in disseminated databases.
International journal of medical informatics 2004;73(7-8):599-606.
2004: Frederic S Resnic; Kelly H Zou; Daihung V Do; George Apostolakis; Lucila Ohno-Machado
Exploration of a bayesian updating methodology to monitor the safety of interventional cardiovascular procedures.
Medical decision making : an international journal of the Society for Medical Decision Making 2004;24(4):399-407.
2004: Szymon Jaroszewicz; Dan A Simovici; Winston Kuo; Lucila Ohno-Machado
The Goodman-Kruskal coefficient and its applications in genetic diagnosis of cancer.
IEEE transactions on bio-medical engineering 2004;51(7):1095-102.
2004: Griffin Weber; Staal A Vinterbo; Lucila Ohno-Machado
Multivariate selection of genetic markers in diagnostic classification.
Artificial intelligence in medicine 2004;31(2):155-67.
2004: Winston Kuo; Mark E Whipple; Joel B Epstein; Tor-Kristian Jenssen; Gustavo S Santos; Lucila Ohno-Machado; Stephen T Sonis
Deciphering gene expression profiles generated from DNA microarrays and their applications in oral medicine.
Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics 2004;97(5):584-91.
2004: Agnieszka Szot; Francine L Jacobson; Samson Munn; Darius Jazayeri; Edward A Nardell; David Harrison; Ralph Drosten; Lucila Ohno-Machado; Laura M Smeaton; Hamish S F Fraser
Diagnostic accuracy of chest X-rays acquired using a digital camera for low-cost teleradiology.
International journal of medical informatics 2004;73(1):65-73.
2004: Ashish Nimgaonkar; Dilip R Karnad; S Sudarshan; Lucila Ohno-Machado; Isaac S Kohane
Prediction of mortality in an Indian intensive care unit. Comparison between APACHE II and artificial neural networks.
Intensive care medicine 2004;30(2):248-53.
2004: Heimar F Marin; Eduardo Massad; Eduardo P Marques; Lucila Ohno-Machado
International training in health informatics: a Brazilian experience.
Studies in health technology and informatics 2004;107(Pt 2):898-902.
2003: Tim A Holt; Lucila Ohno-Machado
A nationwide adaptive prediction tool for coronary heart disease prevention.
The British journal of general practice : the journal of the Royal College of General Practitioners 2003;53(496):866-70.
2003: Andreas Albrecht; Staal A Vinterbo; Lucila Ohno-Machado
An Epicurean learning approach to gene-expression data classification.
Artificial intelligence in medicine 2003;28(1):75-87.
2003: Winston Kuo; Mark E Whipple; Tor-Kristian Jenssen; Randy Todd; Joel B Epstein; Lucila Ohno-Machado; Stephen T Sonis; Peter J Park
Microarrays and clinical dentistry.
Journal of the American Dental Association (1939) 2003;134(4):456-62.
2003: Winston Kuo; Rifat Hasina; Lucila Ohno-Machado; Mark W Lingen
Classification and identification of genes associated with oral cancer based on gene expression profiles. A preliminary study.
The New York state dental journal 2003;69(2):23-6.
2003: Tomohiro Sawa; Masaharu Okahara; Masayuki Santo; Ulrich Schmidt; Yoshinori Nakata; Shigeho Morita; Lucila Ohno-Machado
Preoperative information management system using wireless PDAs.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2003;():995.
2003: David A Klapper; Joshua Weaver; Hubert Fernandez; Lucila Ohno-Machado
Classification of movement states in Parkinson's disease using a wearable ambulatory monitor.
AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium 2003;():896.
2003: Frederic S Resnic; Marco Wainstein; Michael K Y Lee; Dominik Behrendt; Rodrigo V Wainstein; Lucila Ohno-Machado; James M Kirshenbaum; Campbell D K Rogers; Jeffrey J Popma; Robert N Piana
No-reflow is an independent predictor of death and myocardial infarction after percutaneous coronary intervention.
American heart journal 2003;145(1):42-6.
2003: Tomohiro Sawa; Lucila Ohno-Machado
A neural network-based similarity index for clustering DNA microarray data.
Computers in biology and medicine 2003;33(1):1-15.
2002: Stephan Dreiseitl; Lucila Ohno-Machado
Logistic regression and artificial neural network classification models: a methodology review.
Journal of biomedical informatics 2002;35(5-6):352-9.
2002: Winston Kuo; Mark E Whipple; Stephen T Sonis; Lucila Ohno-Machado; Tor-Kristian Jenssen
Gene expression profiling by DNA microarrays and its application to dental research.
Oral oncology 2002;38(7):650-6.
2002: Winston Kuo; Tor-Kristian Jenssen; Atul Butte; Lucila Ohno-Machado; Isaac S Kohane
Analysis of matched mRNA measurements from two different microarray technologies.
Bioinformatics (Oxford, England) 2002;18(3):405-12.
2002: Ju Han Kim; Isaac S Kohane; Lucila Ohno-Machado
Visualization and evaluation of clusters for exploratory analysis of gene expression data.
Journal of biomedical informatics 2002;35(1):25-36.
2002: Eduardo P Marques; Heimar F Marin; Eduardo Massad; Hamish Fraser; Lucila Ohno-Machado
Training in health informatics in Brazil.
Studies in health technology and informatics 2002;90():757-60.
2002: Winston Kuo; Tor-Kristian Jenssen; Peter J Park; Mark W Lingen; Rifat Hasina; Lucila Ohno-Machado
Gene expression levels in different stages of progression in oral squamous cell carcinoma.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2002;():415-9.
2002: Griffin Weber; Staal A Vinterbo; Lucila Ohno-Machado
Building an asynchronous web-based tool for machine learning classification.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2002;():869-73.
2002: Heta N Ray; Aziz A Boxwala; Vishwanath Anantraman; Lucila Ohno-Machado
Providing context-sensitive decision-support based on WHO guidelines.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2002;():637-41.
2002: Lucila Ohno-Machado; Staal A Vinterbo; Stephan Dreiseitl; Winston Kuo; Winston Kuo
Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2002;():572-6.
2002: Vishwanath Anantraman; Tarjei Mikkelsen; Reshma Khilnani; Vikram S Kumar; Alex Pentland; Lucila Ohno-Machado
Open source handheld-based EMR for paramedics working in rural areas.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2002;():12-6.
2001: Lucila Ohno-Machado
Modeling medical prognosis: survival analysis techniques.
Journal of biomedical informatics 2001;34(6):428-39.
2001: Frederic S Resnic; Gavin J Blake; Lucila Ohno-Machado; Andrew P Selwyn; Jeffrey J Popma; Campbell Rogers
Vascular closure devices and the risk of vascular complications after percutaneous coronary intervention in patients receiving glycoprotein IIb-IIIa inhibitors.
The American journal of cardiology 2001;88(5):493-6.
2001: Frederic S Resnic; Lucila Ohno-Machado; Andrew P Selwyn; Daniel I Simon; Jeffrey J Popma
Simplified risk score models accurately predict the risk of major in-hospital complications following percutaneous coronary intervention.
The American journal of cardiology 2001;88(1):5-9.
2001: Stephan Dreiseitl; Lucila Ohno-Machado; Harald Kittler; Staal A Vinterbo; H Billhardt; Michael Binder
A comparison of machine learning methods for the diagnosis of pigmented skin lesions.
Journal of biomedical informatics 2001;34(1):28-36.
2001: T Sawa; Lucila Ohno-Machado
Generation of dynamically configured check lists for intra-operative problems using a set of covering algorithms.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2001;():593-7.
2001: Staal A Vinterbo; Lucila Ohno-Machado; Stephan Dreiseitl
Hiding information by cell suppression.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2001;():726-30.
2001: Lucila Ohno-Machado; Staal A Vinterbo; Stephan Dreiseitl
Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2001;():503-7.
2001: Stephan Dreiseitl; Staal A Vinterbo; Lucila Ohno-Machado
Disambiguation data: extracting information from anonymized sources.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2001;():144-8.
2001: N Ash; Omolola Ogunyemi; Qing Zeng; Lucila Ohno-Machado
Finding appropriate clinical trials: evaluating encoded eligibility criteria with incomplete data.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2001;():27-31.
2001: Lucila Ohno-Machado; Heimar F Marin; Eduardo P Marques; E Masssad; Robert Greenes
Training in medical informatics: combining onsite and online instruction.
Studies in health technology and informatics 2001;84(Pt 2):1066-70.
2001: Samuel Wang; Lucila Ohno-Machado; Hamish S F Fraser; R Lee Kennedy
Using patient-reportable clinical history factors to predict myocardial infarction.
Computers in biology and medicine 2001;31(1):1-13.
2000: Stephan Dreiseitl; Lucila Ohno-Machado; M Binder
Comparing three-class diagnostic tests by three-way ROC analysis.
Medical decision making : an international journal of the Society for Medical Decision Making 2000;20(3):323-31.
2000: Staal A Vinterbo; Lucila Ohno-Machado
A genetic algorithm approach to multi-disorder diagnosis.
Artificial intelligence in medicine 2000;18(2):117-32.
2000: Frederic S Resnic; J J Popma; Lucila Ohno-Machado
Development and evaluation of models to predict death and myocardial infarction following coronary angioplasty and stenting.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2000;():690-3.
2000: Mor Peleg; Aziz A Boxwala; Omolola Ogunyemi; Qing Zeng; Samson Tu; RC Lacson; Elmer Victor Bernstam; N Ash; P Mork; Lucila Ohno-Machado; Edward H Shortliffe; Robert Greenes
GLIF3: the evolution of a guideline representation format.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2000;():645-9.
2000: Lucila Ohno-Machado; RC Lacson; E Massad
Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2000;():625-9.
2000: RC Lacson; Lucila Ohno-Machado
Major complications after angioplasty in patients with chronic renal failure: a comparison of predictive models.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2000;():457-61.
2000: Linda K Goodwin; S Maher; Lucila Ohno-Machado; Mary Ann Iannacchione; P Crockett; Stephan Dreiseitl; Staal A Vinterbo; W Ed Hammond
Building knowledge in a complex preterm birth problem domain.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2000;():305-9.
2000: Felipe Atienza; Nieves Martinez-Alzamora; José A de Velasco; Stephan Dreiseitl; Lucila Ohno-Machado
Risk stratification in heart failure using artificial neural networks.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 2000;():32-6.
1999: Robert Greenes; Aziz A Boxwala; Lucila Ohno-Machado
The decision systems group: creating a framework for decision making.
M.D. computing : computers in medical practice 1999;16(4):23-7.
1999: Lucila Ohno-Machado; T Rowland
Neural network applications in physical medicine and rehabilitation.
American journal of physical medicine & rehabilitation / Association of Academic Physiatrists 1999;78(4):392-8.
1999: A Ohrn; Lucila Ohno-Machado
Using Boolean reasoning to anonymize databases.
Artificial intelligence in medicine 1999;15(3):235-54.
1999: Staal A Vinterbo; Lucila Ohno-Machado
A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1999;():984-8.
1999: Lucila Ohno-Machado; Samuel Wang; P Mar; Aziz A Boxwala
Decision support for clinical trial eligibility determination in breast cancer.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1999;():340-4.
1999: Robert Greenes; Aziz A Boxwala; W N Sloan; Lucila Ohno-Machado; S R Deibel
A framework and tools for authoring, editing, documenting, sharing, searching, navigating, and executing computer-based clinical guidelines.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1999;():261-5.
1999: Stephan Dreiseitl; Lucila Ohno-Machado; Staal A Vinterbo
Evaluating variable selection methods for diagnosis of myocardial infarction.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1999;():246-50.
1998: Lucila Ohno-Machado; J H Gennari; Shawn N Murphy; N L Jain; Samson Tu; Diane E Oliver; E Pattison-Gordon; Robert Greenes; Edward H Shortliffe; G Octo Barnett
The guideline interchange format: a model for representing guidelines.
Journal of the American Medical Informatics Association : JAMIA 1998;5(4):357-72.
1998: Lucila Ohno-Machado; D Bialek
Diagnosing breast cancer from FNAs: variable relevance in neural network and logistic regression models.
Studies in health technology and informatics 1998;52 Pt 1():537-40.
1998: A Ohrn; Lucila Ohno-Machado; T Rowland
Building manageable rough set classifiers.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1998;():543-7.
1998: T Rowland; Lucila Ohno-Machado; A Ohrn
Comparison of multiple prediction models for ambulation following spinal cord injury.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1998;():528-32.
1998: Lucila Ohno-Machado; H S Fraser; A Ohrn
Improving machine learning performance by removing redundant cases in medical data sets.
Proceedings / AMIA ... Annual Symposium. AMIA Symposium 1998;():523-7.
1997: Lucila Ohno-Machado; Mark Musen
Sequential versus standard neural networks for pattern recognition: an example using the domain of coronary heart disease.
Computers in biology and medicine 1997;27(4):267-81.
1997: Lucila Ohno-Machado
A comparison of Cox proportional hazards and artificial neural network models for medical prognosis.
Computers in biology and medicine 1997;27(1):55-65.
1996: Lucila Ohno-Machado
Sequential use of neural networks for survival prediction in AIDS.
Proceedings : a conference of the American Medical Informatics Association / ... AMIA Annual Fall Symposium. AMIA Fall Symposium 1996;():170-4.
1995: Lucila Ohno-Machado; M G Walker; Mark Musen
Hierarchical neural networks for survival analysis.
Medinfo. MEDINFO 1995;8 Pt 1():828-32.
1995: Lucila Ohno-Machado; Mark Musen
A comparison of two computer-based prognostic systems for AIDS.
Proceedings / the ... Annual Symposium on Computer Application [sic] in Medical Care. Symposium on Computer Applications in Medical Care 1995;():737-41.
1994: Lucila Ohno-Machado
Identification of low frequency patterns in backpropagation neural networks.
Proceedings / the ... Annual Symposium on Computer Application [sic] in Medical Care. Symposium on Computer Applications in Medical Care 1994;():853-9.
1993: Lucila Ohno-Machado; E Parra; S B Henry; Samson Tu; Mark Musen
AIDS2: a decision-support tool for decreasing physicians' uncertainty regarding patient eligibility for HIV treatment protocols.
Proceedings / the ... Annual Symposium on Computer Application [sic] in Medical Care. Symposium on Computer Applications in Medical Care 1993;():429-33.