Modeling Clinical Judgment and Implicit Guideline Compliance in the Diagnosis of Melanomas Using Machine Learning

по Sboner, Andrea, Aliferis, Constantin F.
Опубликовано 2005

Are Random Forests Better than Support Vector Machines for Microarray-Based Cancer Classification?

по Statnikov, Alexander, Aliferis, Constantin F.
Опубликовано 2007

Analysis and Computational Dissection of Molecular Signature Multiplicity

по Statnikov, Alexander, Aliferis, Constantin F.
Опубликовано 2010

Novel Insight into Neutrophil Immune Responses by Dry Mass Determination of Candida albicans Morphotypes

по Hosseinzadeh, Ava, Urban, Constantin F.
Опубликовано 2013

Neutrophil extracellular traps in fungal infection

по Urban, Constantin F., Nett, Jeniel E.
Опубликовано в: Semin Cell Dev Biol (2018)

Visualizing Hypoxia in a Murine Model of Candida albicans Infection Using in vivo Biofluorencence

по Lopes, José Pedro, Urban, Constantin F.
Опубликовано в: Bio Protoc (2019)

A Comparison of Citation Metrics to Machine Learning Filters for the Identification of High Quality MEDLINE Documents

по Aphinyanaphongs, Yindalon, Statnikov, Alexander, Aliferis, Constantin F.
Опубликовано 2006

Using the GEMS System for Supervised Analysis of Cancer Microarray Gene Expression Data

по Statnikov, Alexander, Tsamardinos, Ioannis, Aliferis, Constantin F.
Опубликовано 2005

Effects of Environment, Genetics and Data Analysis Pitfalls in an Esophageal Cancer Genome-Wide Association Study

по Statnikov, Alexander, Li, Chun, Aliferis, Constantin F.
Опубликовано 2007

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

по Statnikov, Alexander, Wang, Lily, Aliferis, Constantin F
Опубликовано 2008

Challenges in the Analysis of Mass-Throughput Data: A Technical Commentary from the Statistical Machine Learning Perspective

по Aliferis, Constantin F., Statnikov, Alexander, Tsamardinos, Ioannis
Опубликовано 2007

The FAST-AIMS Clinical Mass Spectrometry Analysis System

по Fananapazir, Nafeh, Statnikov, Alexander, Aliferis, Constantin F.
Опубликовано 2009

Stable Redox-Cycling Nitroxide Tempol Inhibits NET Formation

по Hosseinzadeh, Ava, Messer, Philipp K., Urban, Constantin F.
Опубликовано 2012

Identifying Unproven Cancer Treatments on the Health Web: Addressing Accuracy, Generalizability and Scalability

по Aphinyanaphongs, Yin, Fu, Lawrence D., Aliferis, Constantin F.
Опубликовано 2013

An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation

по Ma, Sisi, Kemmeren, Patrick, Aliferis, Constantin F., Statnikov, Alexander
Опубликовано в: Sci Rep (2016)

Improving development of the molecular signature for diagnosis of acute respiratory viral infections

по Statnikov, Alexander, McVoy, Lauren, Lytkin, Nikita, Aliferis, Constantin F.
Опубликовано 2010

A comprehensive assessment of methods for de-novo reverse-engineering of genome-scale regulatory networks

по Narendra, Varun, Lytkin, Nikita I., Aliferis, Constantin F., Statnikov, Alexander
Опубликовано 2010

A Comparison of Evaluation Metrics for Biomedical Journals, Articles, and Websites in Terms of Sensitivity to Topic

по Fu, Lawrence D., Aphinyanaphongs, Yindalon, Wang, Lily, Aliferis, Constantin F.
Опубликовано 2011

New methods for separating causes from effects in genomics data

по Statnikov, Alexander, Henaff, Mikael, Lytkin, Nikita I, Aliferis, Constantin F
Опубликовано 2012

Algorithms for Discovery of Multiple Markov Boundaries

по Statnikov, Alexander, Lytkin, Nikita I., Lemeire, Jan, Aliferis, Constantin F.
Опубликовано 2013