B. Dolenko

发表

Distinguishing normal from rejecting renal allografts: application of a three—stage classification strategy to MR and IR spectra of urine

R. Somorjai, B. Dolenko, A. Nikulin, 2002 .

Disease pattern recognition in infrared spectra of human sera with diabetes mellitus as an example.

R. Somorjai, B. Dolenko, A. Nikulin, 2000, Applied optics.

Rapid Identification of Candida Species by Using Nuclear Magnetic Resonance Spectroscopy and a Statistical Classification Strategy

R. Somorjai, B. Dolenko, U. Himmelreich, 2003, Applied and Environmental Microbiology.

Disease pattern recognition testing for rheumatoid arthritis using infrared spectra of human serum.

R. Somorjai, B. Dolenko, A. Nikulin, 2001, Clinica chimica acta; international journal of clinical chemistry.

Classification of signatures of Bovine Spongiform Encephalopathy in serum using infrared spectroscopy.

S. Verzakov, R. Somorjai, B. Dolenko, 2004, The Analyst.

Molecular classification of scrapie strains in mice using gene expression profiling.

B. Dolenko, S. Booth, C. Bowman, 2004, Biochemical and biophysical research communications.

HIGH-DIMENSIONAL BIOMEDICAL DATASETS

Aleksander B. Demko, R. Somorjai, B. Dolenko, 2003 .

Metabolomic biomarkers in a model of asthma exacerbation: urine nuclear magnetic resonance.

Erik J. Saude, B. Sykes, R. Somorjai, 2009, American journal of respiratory and critical care medicine.

Diagnosis of cerebral cryptococcoma using a computerized analysis of 1H NMR spectra in an animal model.

B. Dolenko, U. Himmelreich, C. Mountford, 2005, Diagnostic microbiology and infectious disease.

Diagnosing the predisposition for diabetes mellitus by means of mid-IR spectroscopy

Stephan Jacob, Wolfgang Petrich, Brion Dolenko, 2002, SPIE BiOS.

Potential of mid-infrared spectroscopy to aid the triage of patients with acute chest pain.

J. Muhlestein, R. Pearson, J. Möcks, 2009, The Analyst.

Pathology of hepatocellular carcinoma and its precursors using proton magnetic resonance spectroscopy and a statistical classification strategy

R. Somorjai, B. Dolenko, U. Himmelreich, 2002, Pathology.

Pathology of Barrett's esophagus by proton magnetic resonance spectroscopy and a statistical classification strategy.

Uwe Himmelreich, Brion Dolenko, Carolyn E Mountford, 2003, American journal of surgery.

Diagnosis and prognosis of breast cancer by magnetic resonance spectroscopy of fine‐needle aspirates analysed using a statistical classification strategy

C E Mountford, U Himmelreich, R L Somorjai, 2001, The British journal of surgery.

Determination of Grade and Receptor Status from the Primary Breast Lesion by Magnetic Resonance Spectroscopy

R. Somorjai, B. Dolenko, A. Nikulin, 2004, Technology in cancer research & treatment.

Potential of Magnetic Resonance Spectroscopy in Assessing the Effect of Fatty Acids on Inflammatory Bowel Disease in an Animal Model

B. Dolenko, T. Bezabeh, Jayadev Raju, 2010, Lipids.

Detection of inflammatory bowel disease by proton magnetic resonance spectroscopy (1H MRS) using an animal model

B. Dolenko, T. Bezabeh, Jayadev Raju, 2007, Journal of Inflammation.

Classification of breast tumors by grade and steroid receptor status using pattern recognition analysis of infrared spectra.

R L Somorjai, B Dolenko, P H Watson, 1999, Cancer detection and prevention.

A Data-Driven, Flexible Machine Learning Strategy for the Classification of Biomedical Data

Murray E. Alexander, Erinija Pranckeviciene, Nicolino J. Pizzi, 2004, Artificial Intelligence Methods And Tools For Systems Biology.

Diagnosis of Type II Diabetes based on Non-glucose Regions of H-1 NMR Spectra of Urine A metabonornic approach

B. Dolenko, T. Bezabeh, Coziana Ciurtin, 2011 .

Identification of Staphylococcus aureus brain abscesses: rat and human studies with 1H MR spectroscopy.

B. Dolenko, Rakesh K. Gupta, U. Himmelreich, 2005, Radiology.

Mapping high-dimensional data onto a relative distance plane - an exact method for visualizing and characterizing high-dimensional patterns

Richard Baumgartner, Ray L. Somorjai, Nicolino J. Pizzi, 2004, J. Biomed. Informatics.

Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions

Richard Baumgartner, Ray L. Somorjai, B. Dolenko, 2003, Bioinform..

Melanoma Metastases in Regional Lymph Nodes Are Accurately Detected by Proton Magnetic Resonance Spectroscopy of Fine-Needle Aspirate Biopsy Samples

R. Somorjai, B. Dolenko, Edward M. Hsiao, 2005, Annals of Surgical Oncology.

Feasibility of infrared spectroscopy with pattern recognition techniques to identify a subpopulation of mares at risk of producing foals diagnosed with failure of transfer of passive immunity.

R. Somorjai, B. Dolenko, R. Shaw, 2012, Australian veterinary journal.

Direct classification of high-dimensional data in low-dimensional projected feature spaces - Comparison of several classification methodologies

Ray L. Somorjai, Brion Dolenko, Marina Mandelzweig, 2007, J. Biomed. Informatics.

Magnetic Resonance Spectroscopy Detects Biochemical Changes in the Brain Associated with Chronic Low Back Pain: A Preliminary Report

Uwe Himmelreich, Peter Stanwell, Brion Dolenko, 2006, Anesthesia and analgesia.

Near‐optimal region selection for feature space reduction: novel preprocessing methods for classifying MR spectra

R L Somorjai, B Dolenko, A E Nikulin, 1998, NMR in biomedicine.

Rapid Etiological Classification of Meningitis by NMR Spectroscopy Based on Metabolite Profiles and Host Response

Ray L. Somorjai, Uwe Himmelreich, Tania C. Sorrell, 2009, PloS one.

Classification of 1H MR spectra of human brain neoplasms: The influence of preprocessing and computerized consensus diagnosis on classification accuracy

D Fewer, R L Somorjai, B Dolenko, 1996, Journal of magnetic resonance imaging : JMRI.

Validating fuzzy clusters in fMRI data: A supervised approach

R. Baumgartner, R. Somorjai, M. Jarmasz, 2000, NeuroImage.

Computerized Consensus Diagnosis: A Classification Strategy for the Robust Analysis of MR Spectra. I. Application to 1H Spectra of Thyroid Neoplasms

Peter Russell, Ray L. Somorjai, Alexander E. Nikulin, 1995, Magnetic resonance in medicine.

A rapid screening test to distinguish between Candida albicans and Candida dubliniensis using NMR spectroscopy.

R. Somorjai, B. Dolenko, U. Himmelreich, 2005, FEMS microbiology letters.

Diagnostic potential of Raman spectroscopy in Barrett's esophagus

Brian C. Wilson, Rajmund L. Somorjai, Brion Dolenko, 2005, SPIE BiOS.

Class proximity measures - Dissimilarity-based classification and display of high-dimensional data

Ray L. Somorjai, Brion Dolenko, Aleksander E. Nikulin, 2011, J. Biomed. Informatics.

Detecting colorectal cancer by 1H magnetic resonance spectroscopy of fecal extracts

R Somorjai, A. Steinhart, R. Somorjai, 2009, NMR in biomedicine.

NRC Publications Archive Archives des publications du CNRC

R. Somorjai, B. Dolenko, U. Himmelreich, 2022 .