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Skin Lesion Analysis By Multi-Target Deep Neural Networks

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Nov 18, 2018

Xulei YangZeng Zeng

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Abstract

Automatic skin lesion analysis involves two critical steps: lesion segmentation and lesion classification. In this work, we propose a novel multi-target deep convolutional neural network (DCNN) to simultaneously tackle the problem of segmentation and classification. Based on U-Net and G...read more

Mentioned in this Paper

Biological Neural Networks
Biologic Segmentation
Classification
Seborrheic Keratosis
Neural Network Simulation
Melanoma vaccine
Analysis
Deep Radiation Therapy,200-300 KVP
Diagnostic Imaging
Melanoma Pathway
Paper Details
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Skin Lesion Analysis By Multi-Target Deep Neural Networks

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Nov 18, 2018

Xulei YangZeng Zeng

PMID: 30440620

DOI: 10.1109/embc.2018.8512488

Abstract

Automatic skin lesion analysis involves two critical steps: lesion segmentation and lesion classification. In this work, we propose a novel multi-target deep convolutional neural network (DCNN) to simultaneously tackle the problem of segmentation and classification. Based on U-Net and G...read more

Mentioned in this Paper

Biological Neural Networks
Biologic Segmentation
Classification
Seborrheic Keratosis
Neural Network Simulation
Melanoma vaccine
Analysis
Deep Radiation Therapy,200-300 KVP
Diagnostic Imaging
Melanoma Pathway

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Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

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Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society

Fusing fine-tuned deep features for skin lesion classification

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Amirreza MahbodChunliang Wang
Clinics in Dermatology

Dermoscopic diagnosis of seborrheic keratosis

Clinics in DermatologyJune 21, 2002
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Paper Details
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  • Citations
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    References currently unavailable

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