Determination of Border Irregularity in Dermoscopic Color Images of Pigmented Skin Lesions

Jaworek-Korjakowska, Joanna ;   Tadeusiewicz, Ryszard

Tags Image classificationImage feature extraction

Malignant melanoma, which is the most dangerous type of skin cancer, is commonly diagnosed in all people, regardless of age, gender, or race. In...

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Diagnosis of Prostatic Carcinoma on Multiparametric Magnetic Resonance Imaging Using Shearlet Transform

Rezaeilouyeh, Hadi ;   Mahoor, Mohammad H. ;   Zhang, Jun ;   G. La Rosa, Francisco ;   Chang, Samuel ;   N. Werahera, Priya

Tags Image feature extractionContrast-enhanced dynamic MRI

This paper presents a method to diagnose prostate cancer on multiparametric magnetic resonance imaging (Mp-MRI) using the shearlet...

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Enhanced Classification of Malignant Melanoma Lesions Via the Integration of Physiological Features from Dermatological Photographs

Haider, Shahid ;   Cho, Daniel S. ;   Amelard, Robert ;   Wong, Alexander ;   Clausi, David Anthony

Tags Image classificationImage feature extractionOptical imaging

Traditional methods for early detection of melanoma rely upon a dermatologist to visually assess a skin lesion using the ABCDE (Asymmetry,...

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Hierarchical and Binary Spatial Descriptors for Lung Nodule Image Retrieval

Ng, Gillian Maria ;   Song, Yang ;   Cai, Weidong ;   Zhou, Yun ;   Liu, Sidong ;   Feng, Dagan

Tags Image feature extractionX-ray CTImage retrieval

With the increasing amount of image data available for cancer staging and diagnosis, it is clear that content-based image retrieval techniques...

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Semantic Interpretation of Robust Imaging Features for Fuhrman Grading of Renal Carcinoma

Champion, Andrew ;   Lu, Guolan ;   Walker, Marcus ;   Kothari, Sonal ;   Osunkoya, Adeboye ;   Wang, May D.

Tags Image feature extractionImage classification

Pattern recognition in tissue biopsy images can assist in clinical diagnosis and identify relevant image characteristics linked with various...

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Tumor Segmentation with Multi-Modality Image in Conditional Random Field Framework with Logistic Regression Models

Hu, Yu-Chi ;   Grossberg, Michael ;   Mageras, Gig

Tags Image segmentationMultimodal image fusionImage classification

We have developed a semi-automatic method for multi-modality image segmentation aimed at reducing the manual process time via machine learning...

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