A new deep learning method is introduced for the automatic delineation/segmentation of brain tumo...

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Multi-Planar Spatial-ConvNet for Segmentation and Survival Prediction in Brain Cancer

Subhashis Banerjee

Created: 07/31/2019

Brain tumors constitute one of the deadliest forms of cancers, with a high mortality rate. Of the...

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Synergetic Neuro-Fuzzy Feature Selection and Classification of Brain Tumors

Subhashis Banerjee

Created: 06/06/2018

Medical image datasets are predominantly composed of “normal” samples with only a small percentag...

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Deep Learning for Analysis of Imbalanced Medical Image Datasets

Subhashis Banerjee

Created: 06/06/2018

A novel deep learning method is proposed for the automatic segmentation of brain tumors from mult...

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Deep Learning with Radiomics for the Segmentation and Survival Prediction in Brain Cancer

Subhashis Banerjee

Created: 08/29/2018

Among brain tumors, gliomas are the most aggressive and common, leading to a very short life expe...

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CNN for Brain Tumor Segmentation

Subhashis Banerjee

Created: 06/07/2018

Glioblastoma Multiforme constitutes 80% of malignant primary brain tumors in adults, and is usual...

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Brain Tumor Detection and Classification from Multi-Channel MRIs using Deep Learning and Transfer Learning

Subhashis Banerjee

Created: 06/06/2018