Automatic Polyp Detection in Colonoscopy Videos using an Ensemble of Convolutional Neural Networks

Tajbakhsh, Nima ;   Liang, Jianming ;   Gurudu, Suryakanth

Tags EndoscopyGastrointestinal tractComputer-aided detection and diagnosis (CAD)

Computer-aided polyp detection in colonoscopy videos has been the subject of research for over the past decade. However, despite...

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Automatic Tumor Lesion Detection and Segmentation using Modified Winnow Algorithm

Nabizadeh, Nooshin ;   Dorodchi, Mohsen ;   Kubat, Miroslav

Tags Computer-aided detection and diagnosis (CAD)Magnetic resonance imaging (MRI)Brain

Automated recognition of brain tumors in magnetic resonance images (MRI) is a difficult procedure due to the variability and complexity of the...

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Dual-Stage Correlated Diffusion Imaging

Wong, Alexander ;   Khalvati, Farzad ;   Haider, Masoom

Tags Computer-aided detection and diagnosis (CAD)Magnetic resonance imaging (MRI)Prostate

Diffusion imaging has become a powerful diagnostic imaging tool for the detection of prostate cancer. Recently, a new form of diffusion...

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Multi-Frequency Diffuse Optical Tomography for Cancer Detection

Chen, Chen ;   Kavuri, Venkaiah Chowdary ;   Wang, Xinlong ;   Li, Ruoyu ;   Liu, Hanli ;   Huang, Junzhou

Tags Functional imaging (e.g. fMRI)Image reconstruction - analytical & iterative methods

Previous work has validated that the accuracy of absorption coefficient can be improved using frequency-domain (FD) DOT measurements with...

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Outcome Prediction in Tumour Therapy based on Dempster-Shafer Theory

Lian, Chunfeng ;   Ruan, Su ;   Denoeux, Thierry ;   Vera, Pierre

Tags Pattern recognition and classificationDimensionality reductionNuclear imaging (e.g. PET, SPECT)

Outcome prediction plays a vital role in cancer treatment. It can help to update and optimize the treatment planning. In this paper, we aim to...

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Prognostic Value of Multimodal MRI Tumor Features in Glioblastoma Multiforme using Textural Features Analysis

Upadhaya, Taman ;   Hatt, Mathieu ;   Le Reste, Pierre-Jean ;   Stindel, Eric ;   Morvan, Yannick

Tags Magnetic resonance imaging (MRI)BrainPattern recognition and classification

Image-derived features (?radiomics?) are increasingly being considered for patient management in (neuro)oncology and radiotherapy. In...

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Quantitative Features for Computer-Aided Melanoma Classification using Spatial Heterogeneity of Eumelanin and Pheomelanin Concentrations

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

Tags Computer-aided detection and diagnosis (CAD)ClassificationSkin

The current computer-aided melanoma diagnostic technique employs the features that extracted from the surface level of skin, and any...

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Radiomics Texture Feature Extraction for Characterizing GBM Phenotypes using GLCM

Chaddad, Ahmad ;   Zinn, Pascal ;   Colen, Rivka

Tags BrainComputational ImagingComputer-aided detection and diagnosis (CAD)

Glioblastoma (GBM) is a markedly heterogeneous brain tumor and is composed of three main volumetric phenotypes, namely, necrosis, active...

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Region Segmentation in Histopathological Breast Cancer Images using Deep Convolutional Neural Network

Su, Hai ;   Liu, Fujun ;   Xie, Yuanpu ;   Xing, Fuyong ;   Meyyappan, Sreenivasan ;   Yang, Lin

Tags Histopathology imaging (e.g. whole slide imaging)Breast

Computer aided diagnosis of breast cancers often relies on automatic image analysis of histopathology images. The automatic region...

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Tumor Segmentation from Single Contrast MR Images of Human Brain

Tang, Hui ;   Lu, Huanxiang ;   Liu, Weiping ;   Tao, Xiaodong

Tags Magnetic resonance imaging (MRI)BrainClassification

Detection of brain tumors may help in diagnosis, therapy planning and treatment planning. Brain tumor detection in scout scan may also help in...

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