Modelling cardiac patient set residuals using rough sets. - Aleksander Øhrn; Staal Amund Vinterbo; Piotr Szymanski; Jan Komorowski (AMIA, 1997)

Evaluating variable selection methods for diagnosis of myocardial infarction. - Stephan Dreiseitl; Lucila Ohno-Machado; Staal Amund Vinterbo (AMIA, 1999)

Clinical Data Processing Tools: A Machine Learning Resource. - Lucila Ohno-Machado; Staal Amund Vinterbo; Aleksander Øhrn; Stephan Dreiseitl (AMIA, 1999)

A genetic algorithm to select variables in logistic regression: example in the domain of myocardial infarction. - Staal Amund Vinterbo; Lucila Ohno-Machado (AMIA, 1999)

Building 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 (AMIA, 2000)

A set-covering approach to specific search for literature about human genes. - Tor-Kristian Jenssen; Staal Amund Vinterbo (AMIA, 2000)

A genetic algorithm approach to multi-disorder diagnosis. - Staal Amund Vinterbo; Lucila Ohno-Machado (Artif. Intell. Medicine, 2000)

Minimal approximate hitting sets and rule templates. - Staal Amund Vinterbo; Aleksander Øhrn (Int. J. Approx. Reason., 2000)

Hiding information by cell suppression. - Staal Amund Vinterbo; Lucila Ohno-Machado; Stephan Dreiseitl (AMIA, 2001)

A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. - Stephan Dreiseitl; Lucila Ohno-Machado; Harald Kittler; Staal Amund Vinterbo; Holger Billhardt; Michael Binder (J. Biomed. Informatics, 2001)

Comparing 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 (AMIA, 2002)

Building an asynchronous web-based tool for machine learning classification. - Griffin M. Weber; Staal Amund Vinterbo; Lucila Ohno-Machado (AMIA, 2002)

A 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 (ICANN, 2002)

Disambiguation Data: Extracting Information from Anonymized Sources. - Stephan Dreiseitl; Staal Amund Vinterbo; Lucila Ohno-Machado (J. Am. Medical Informatics Assoc., 2002)

Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance. - Lucila Ohno-Machado; Staal Amund Vinterbo; Stephan Dreiseitl (J. Am. Medical Informatics Assoc., 2002)

Classification of gene expression data using fuzzy logic. - Lucila Ohno-Machado; Staal Amund Vinterbo; Griffin M. Weber (J. Intell. Fuzzy Syst., 2002)

An Epicurean learning approach to gene-expression data classification. - Andreas Alexander Albrecht; Staal Amund Vinterbo; Lucila Ohno-Machado (Artif. Intell. Medicine, 2003)

Multivariate selection of genetic markers in diagnostic classification. - Griffin M. Weber; Staal Amund Vinterbo; Lucila Ohno-Machado (Artif. Intell. Medicine, 2004)

Protecting patient privacy by quantifiable control of disclosures in disseminated databases. - Lucila Ohno-Machado; Paulo Sérgio Panse Silveira; Staal Amund Vinterbo (Int. J. Medical Informatics, 2004)

A primer on gene expression and microarrays for machine learning researchers. - Winston Patrick Kuo; Eun-Young Kim; Jeff Trimarchi; Tor-Kristian Jenssen; Staal Amund Vinterbo; Lucila Ohno-Machado (J. Biomed. Informatics, 2004)

Privacy: A Machine Learning View. - Staal Amund Vinterbo (IEEE Trans. Knowl. Data Eng., 2004)

Small, fuzzy and interpretable gene expression based classifiers. - Staal Amund Vinterbo; Eun-Young Kim; Lucila Ohno-Machado (Bioinform., 2005)

Approximation properties of haplotype tagging. - Staal Amund Vinterbo; Stephan Dreiseitl; Lucila Ohno-Machado (BMC Bioinform., 2006)

Applying a decision support system in clinical practice: Results from melanoma diagnosis. - Stephan Dreiseitl; Michael Binder; Staal Amund Vinterbo; Harald Kittler (AMIA, 2007)

A Stab at Approximating Minimum Subadditive Join. - Staal Amund Vinterbo (WADS, 2007)

Application of Information Technology: SMART - An Integrated Wireless System for Monitoring Unattended Patients. - Dorothy Curtis; Esteban J. Pino; Jacob Bailey; Eugene Shih; Jason Waterman; Staal Amund Vinterbo; Thomas O. Stair; John V. Guttag; Robert A. Greenes; Lucila Ohno-Machado (J. Am. Medical Informatics Assoc., 2008)

Using ambient intelligence for physiological monitoring. - Dorothy Curtis; Jacob Bailey; Esteban J. Pino; Thomas O. Stair; Staal Amund Vinterbo; Jason Waterman; Eugene Shih; John V. Guttag; Robert A. Greenes; Lucila Ohno-Machado (J. Ambient Intell. Smart Environ., 2009)

An evaluation of heuristics for rule ranking. - Stephan Dreiseitl; Melanie Osl; Christian Baumgartner; Staal Amund Vinterbo (Artif. Intell. Medicine, 2010)

Spectral Anonymization of Data. - Thomas A. Lasko; Staal Amund Vinterbo (IEEE Trans. Knowl. Data Eng., 2010)

Differentially Private Projected Histograms: Construction and Use for Prediction. - Staal Amund Vinterbo (ECML/PKDD (2), 2012)

iDASH: integrating data for analysis, anonymization, and sharing. - Lucila Ohno-Machado; Vineet Bafna; Aziz A. Boxwala; Brian E. Chapman; Wendy Webber Chapman; Kamalika Chaudhuri; Michele E. Day; Claudiu Farcas; Nathaniel D. Heintzman; Xiaoqian Jiang; Hyeoneui Kim; Jihoon Kim 001; et al. (J. Am. Medical Informatics Assoc., 2012)

Protecting count queries in study design. - Staal Amund Vinterbo; Anand D. Sarwate; Aziz A. Boxwala (J. Am. Medical Informatics Assoc., 2012)

A Stability-based Validation Procedure for Differentially Private Machine Learning. - Kamalika Chaudhuri; Staal Amund Vinterbo (NIPS, 2013)

A Simple Algorithm for Estimating Distribution Parameters from n n -Dimensional Randomized Binary Responses. - Staal Amund Vinterbo (ISC, 2018)

Parallel Feature Selection Using Only Counts. - Staal Amund Vinterbo; Jialan Que (NIK, 2018)

A simple algorithm for estimating distribution parameters from n-dimensional randomized binary responses. - Staal Amund Vinterbo (CoRR, 2018)

Differentially Private Continual Release of Graph Statistics. - Shuang Song 001; Susan Little; Sanjay Mehta; Staal Amund Vinterbo; Kamalika Chaudhuri (CoRR, 2018)

An open access medical knowledge base for community driven diagnostic decision support system development. - Lars Müller 001; Rashmi Gangadharaiah; Simone C. Klein; James Perry; Greg Bernstein; David Nurkse; Dustin Wailes; Rishi Graham; Robert E. El-Kareh; Sanjay Mehta; Staal Amund Vinterbo; Eliah Aronoff Spencer (BMC Medical Informatics Decis. Mak., 2019)

A closed form scale bound for the (ε, δ)-differentially private Gaussian Mechanism valid for all privacy regimes. - Staal Amund Vinterbo (CoRR, 2020)

Differential privacy for symmetric log-concave mechanisms. - Staal Amund Vinterbo (AISTATS, 2022)

Secure Multiparty Sampling of a Biased Coin for Differential Privacy. - Amir Zarei; Staal Amund Vinterbo (ESORICS Workshops (1), 2023)

A New Family of Perfect Polyphase Sequences with Low Cross-Correlation. - Dan Zhang; Staal Amund Vinterbo (ISIT, 2023)

Secure Multiparty Computation of the Laplace Mechanism. - Amir Zarei; Staal Amund Vinterbo (ICISSP, 2024)

Statistically Secure Multiparty Computation of a Biased Coin. - Amir Zarei; Staal Amund Vinterbo (STM, 2024)