Constraining and summarizing association rules in medical data

C Ordonez, N Ezquerra, CA Santana - Knowledge and information …, 2006 - Springer
Association rules are a data mining technique used to discover frequent patterns in a data
set. In this work, association rules are used in the medical domain, where data sets are …

Mining constrained association rules to predict heart disease

…, E Omiecinski, L De Braal, CA Santana… - … conference on data …, 2001 - ieeexplore.ieee.org
This work describes our experiences in discovering association rules in medical data to
predict heart disease. We focus on two aspects of this work: mapping medical data to a …

Diagnostic performance of fusion of myocardial perfusion imaging (MPI) and computed tomography coronary angiography

CA Santana, EV Garcia, TL Faber, GKR Sirineni… - Journal of nuclear …, 2009 - Elsevier
… Author links open overlay panel Cesar A. Santana MD a , Ernest V. Garcia PhD a , Tracy
L. Faber PhD a , Gopi KR Sirineni MD a , Fabio P. … Faber TL, Santana CA, Garcia EV, et al. …

Synthesis of 4-aryl-2-pyrrolidones and β-aryl-γ-amino-butyric acid (GABA) analogues by Heck arylation of 3-pyrrolines with arenediazonium tetrafluoroborates …

…, MAG dos Santos, CC Santana… - The Journal of …, 2005 - ACS Publications
We report herein a new, practical, and economic synthesis of the phosphodiesterase inhibitor
Rolipram on a multigram scale as well as the synthesis of new 4-aryl pyrrolidones and β-…

Quantitative Tc-99m sestamibi attenuation-corrected SPECT: development and multicenter trial validation of myocardial perfusion stress gender-independent normal …

…, SJ Cullom, JR Galt, JA Case, CA Santana… - Journal of nuclear …, 2004 - Springer
Background A gender-independent stress normal database and criteria for abnormality for
attenuation-corrected rest-stress technetium 99m sestamibi same-day myocardial perfusion …

Natural gas dehydration by adsorption using MOFs and silicas: A review

…, VA Barros, DC Melo, AL Ramos, CC Santana… - Separation and …, 2021 - Elsevier
Due to the discoveries of large reserves of oil and gas in unconventional reservoirs, the
production of natural gas (NG) has increased significantly, becoming a component of the world's …

[PDF][PDF] Discovering Interesting Association Rules in Medical Data.

C Ordonez, CA Santana, L De Braal - … on research issues in data mining …, 2000 - cs.uh.edu
We are presently exploring the idea of discovering association rules in medical data. There
are several technical aspects which make this problem challenging. In our case medical data …

Melatonin drives apoptosis in head and neck cancer by increasing mitochondrial ROS generated via reverse electron transport

…, L Martinez‐Ruiz, C Rodriguez‐Santana… - Journal of Pineal …, 2022 - Wiley Online Library
The oncostatic effects of melatonin correlate with increased reactive oxygen species (ROS)
levels, but how melatonin induces this ROS generation is unknown. In the present study, we …

Diagnostic performance of an expert system for the interpretation of myocardial perfusion SPECT studies

…, CD Cooke, RD Folks, CA Santana… - Journal of Nuclear …, 2001 - Soc Nuclear Med
An expert system (PERFEX) developed for the computer-assisted interpretation of myocardial
perfusion SPECT studies is now becoming widely available. To date, a systematic …

[HTML][HTML] Protective effects of melatonin on the skin: future perspectives

…, J Florido, C Rodríguez-Santana… - International journal of …, 2019 - mdpi.com
When exposed to hostile environments such as radiation, physical injuries, chemicals,
pollution, and microorganisms, the skin requires protective chemical molecules and pathways. …