Ensemble Learning Approaches to Predicting Complications of Blood Transfusion

Murphree, Dennis ;   Ngufor, Che ;   Upadhyaya, Sudhindra ;   Madde, Nageswar ;   Clifford, Leanne ;   Kor, Daryl ;   Pathak, Jyotishman

Tags Medical decision makingMining clinical dataBiomedical data-driven modeling

Of the 21 million blood components transfused in the United States during 2011, approximately 1 in 414 resulted in complication [1]. Two...

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Improving Medical Diagnosis Reliability using Boosted C5.0 Decision Tree Empowered by Particle Swarm Optimization

Pashaei, Elnaz ;   Ozen, Mustafa ;   Aydin, Nizamettin

Tags Mining clinical dataClinical applications of biological networksPhysiological systems

Improving accuracy of supervised classification algorithms in biomedical applications is one of active area of research. In this study, we...

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Pigment Network-Based Skin Cancer Detection

Alfed, Naser ;   Khelifi, Fouad ;   Bouridane, Ahmed ;   Seker, Huseyin

Tags Cell modelingSynthetic biology circuitsComparative effectiveness research

Diagnosing skin cancer in its early stages is a challenging task for dermatologists given the fact that the chance for a patient’s survival is...

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Robust Automatic Breast Cancer Staging using a Combination of Functional Genomics and Image-Omics

Su, Hai ;   Shen, Yong ;   Xing, Fuyong ;   Hirshfield, Kim M. ;   Yang, Lin ;   Qi, Xin ;   Foran, David J.

Tags Medical decision makingPatient stratificationMining clinical data

Breast cancer is one of the leading cancers worldwide. Precision medicine is a new trend that systematically examines molecular and functional...

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Texture Analysis for Colorectal Tumour Biopsies using Multispectral Imagery

Peyret, Rémy ;   Bouridane, Ahmed ;   Al-maadeed, Somaya ;   Kunhoth, Suchithra ;   Khelifi, Fouad

Tags Medical decision makingMining clinical data

Colorectal cancer is one of the most common cancers in the world. As part of its diagnosis, a histological analysis is often run on biopsy...

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Towards a Predictive Model for Guillain-Barre Syndrome

Hernandez-Torruco, Jose ;   Canul-Reich, Juana ;   Frausto-Solis, Juan ;   Mendez-Castillo, Juan Jose

Tags Mining clinical dataComparative effectiveness research

The severity of Guillain-Barre Syndrome (GBS) varies among subtypes, which can be mainly Acute Inflammatory Demyelinating Polyneuropathy...

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