Classification of Healthy and Cancer States of Colon Epithelial Tissues Using Opto-magnetic Imaging Spectroscopy

[1]  D. Koruga,et al.  Optomagnetic Imaging Spectroscopy Application in Cervical Dysplasia and Cancer Detection: Comparation of Stained and Unstained Papanicolaou Smears , 2017 .

[2]  Izhak Haviv,et al.  Colorectal Cancer Prevention , 2017, The American Journal of Gastroenterology.

[3]  M. Ebert,et al.  Risk Factors for Local Recurrence of Large, Flat Colorectal Polyps after Endoscopic Mucosal Resection , 2016, Digestion.

[4]  D. Koruga,et al.  710 Optomagnetic imaging spectroscopy in characterisation of cervical tissue and cancer detection using unstained sample approach , 2015 .

[5]  D. Koruga,et al.  711 Ex vivo preclinical study of colon cancer using Opto-magnetic imaging spectroscopy and dual speed spinner magnetometer , 2015 .

[6]  C. Kendall,et al.  Raman spectroscopy for medical diagnostics--From in-vitro biofluid assays to in-vivo cancer detection. , 2015, Advanced drug delivery reviews.

[7]  Leanne M. Fullwood,et al.  Vibrational spectroscopy for cancer diagnostics , 2014 .

[8]  Aleksandra,et al.  Nanophysical approach to diagnosis of epithelial tissues using Opto-magnetic imaging spectroscopy , 2014 .

[9]  M. Scholz,et al.  Detection of colon polyps by a novel, polymer pattern-based full blood test , 2013, Journal of Translational Medicine.

[10]  Christof Koch,et al.  The Influence of Synaptic Weight Distribution on Neuronal Population Dynamics , 2013, PLoS Comput. Biol..

[11]  Axel Mosig,et al.  Spectral histopathology of colon cancer tissue sections by Raman imaging with 532 nm excitation provides label free annotation of lymphocytes, erythrocytes and proliferating nuclei of cancer cells. , 2013, The Analyst.

[12]  M. Mascalchi,et al.  Screening for colorectal cancer with FOBT, virtual colonoscopy and optical colonoscopy: study protocol for a randomized controlled trial in the Florence district (SAVE study) , 2013, Trials.

[13]  Haishan Zeng,et al.  Using high frequency Raman spectra for colonic neoplasia detection. , 2013, Optics express.

[14]  Max Diem,et al.  Immunohistochemistry, histopathology and infrared spectral histopathology of colon cancer tissue sections , 2013, Journal of biophotonics.

[15]  A. Farmery,et al.  The organization and composition of body fluids , 2012 .

[16]  V. Sugumaran,et al.  A comparative study of Naïve Bayes classifier and Bayes net classifier for fault diagnosis of monoblock centrifugal pump using wavelet analysis , 2012, Appl. Soft Comput..

[17]  G. Janjić,et al.  Epidermal Layers Characterisation by Opto-Magnetic Spectroscopy Based on Digital Image of Skin , 2012 .

[18]  Christopher H Contag,et al.  Fiber-optic probes enable cancer detection with FTIR spectroscopy. , 2010, Trends in biotechnology.

[19]  D. Kojić,et al.  Opto-Magnetic Method for Epstein — Barr Virus and Cytomegalovirus Detection in Blood Plasma Samples , 2010 .

[20]  D. Kojić,et al.  Water Hydrogen Bonds Study by Opto-Magnetic Fingerprint Technique , 2010 .

[21]  Z. Miljković,et al.  PHYSICAL PROPERTIES OF CONTACT LENSES CHARACTERIZED BY SCANNING PROBE MICROSCOPY AND OPTOMAGNETIC FINGERPRINT , 2010 .

[22]  Jürgen Popp,et al.  A comparative Raman and CARS imaging study of colon tissue , 2009, Journal of biophotonics.

[23]  듀로 코루가,et al.  System and method for analysis of light-matter interaction based on spectral convolution , 2009 .

[24]  Wei Zheng,et al.  Classification of colonic tissues using near-infrared Raman spectroscopy and support vector machines. , 2008, International journal of oncology.

[25]  Limin Wang,et al.  Combining decision tree and Naive Bayes for classification , 2006, Knowl. Based Syst..

[26]  Qinghua Hu,et al.  Improved Feature Selection Algorithm Based on SVM and Correlation , 2006, ISNN.

[27]  Valery V. Tuchin,et al.  Optical Clearing of Tissues and Blood , 2005 .

[28]  B. Saunders,et al.  Colon Tumours and Colonoscopy , 2005, Endoscopy.

[29]  Da Xing,et al.  Differences in optical properties between healthy and pathological human colon tissues using a Ti:sapphire laser: an in vitro study using the Monte Carlo inversion technique. , 2005, Journal of biomedical optics.

[30]  Džena Hidović-Rowe,et al.  Modelling and validation of spectral reflectance for the colon , 2005, Physics in medicine and biology.

[31]  Li Zhang,et al.  In vivo and in situ detection of colorectal cancer using Fourier transform infrared spectroscopy. , 2005, World journal of gastroenterology.

[32]  Max Diem,et al.  Imaging of colorectal adenocarcinoma using FT-IR microspectroscopy and cluster analysis. , 2004, Biochimica et biophysica acta.

[33]  Pedro M. Domingos,et al.  On the Optimality of the Simple Bayesian Classifier under Zero-One Loss , 1997, Machine Learning.

[34]  Tom Fawcett,et al.  Adaptive Fraud Detection , 1997, Data Mining and Knowledge Discovery.

[35]  Harry Zhang,et al.  The Optimality of Naive Bayes , 2004, FLAIRS.

[36]  Stefan Andersson-Engels,et al.  Comparison of spatially and temporally resolved diffuse-reflectance measurement systems for determination of biomedical optical properties. , 2003, Applied optics.

[37]  Dimitrios Gunopulos,et al.  Feature selection for the naive bayesian classifier using decision trees , 2003, Appl. Artif. Intell..

[38]  Brian C Wilson,et al.  Diagnostic potential of near-infrared Raman spectroscopy in the colon: differentiating adenomatous from hyperplastic polyps. , 2003, Gastrointestinal endoscopy.

[39]  S. Argov,et al.  Diagnostic potential of Fourier-transform infrared microspectroscopy and advanced computational methods in colon cancer patients. , 2002, Journal of biomedical optics.

[40]  Pablo R. Ros,et al.  Normal Colonic Wall Thickness at CT and Its Relation to Colonic Distension , 2002, Journal of computer assisted tomography.

[41]  C. Balch,et al.  AJCC Cancer Staging Manual. 6th ed , 2002 .

[42]  Cody Schrank,et al.  American Cancer Society , 2005 .

[43]  B. Wilson,et al.  In vivo Near‐infrared Raman Spectroscopy: Demonstration of Feasibility During Clinical Gastrointestinal Endoscopy ¶ , 2000 .

[44]  Brian C. Wilson,et al.  In vivo Near-infrared Raman Spectroscopy: Demonstration of Feasibility During Clinical Gastrointestinal Endoscopy¶ , 2000, Photochemistry and photobiology.

[45]  A. Sonnenberg,et al.  Colorectal cancer prevention 2000: screening recommendations of the American College of Gastroenterology , 2000, American Journal of Gastroenterology.

[46]  James G. Fujimoto,et al.  Feasibility of optical coherence tomography for high-resolution imaging of human gastrointestinal tract malignancies , 2000, Journal of Gastroenterology.

[47]  A H Hielscher,et al.  Evidence of intrinsic differences in the light scattering properties of tumorigenic and nontumorigenic cells , 1998, Cancer.

[48]  Tom Fawcett,et al.  Combining Data Mining and Machine Learning for Effective User Profiling , 1996, KDD.

[49]  E. Mayhew.  Cancer is the problem , 1995 .

[50]  R. Hecht-Nielsen,et al.  Neurocomputing , 1990, NATO ASI Series.

[51]  P. gordon,et al.  The changing distribution of large intestinal cancer , 1982, Diseases of the colon and rectum.

[52]  E. A. Newman,et al.  Magnetism and Magnetic Materials , 1969 .