Visual interpretability in 3D brain tumor segmentation network

Demystifying Brain Tumor Segmentation Networks: Interpretability and Uncertainty Analysis

(2020) Parth Natekar et al.   Frontiers in Computational Neuroscience

A review on brain tumor segmentation of MRI images

(2019) Anjali Wadhwa et al.   MAGNETIC RESONANCE IMAGING

Uncertainty and interpretability in convolutional neural networks for semantic segmentation of colorectal polyps

(2019) Kristoffer Wickstrøm et al.   MEDICAL IMAGE ANALYSIS

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

(2019) Alejandro Barredo Arrieta et al.   Information Fusion

Methods for interpreting and understanding deep neural networks

(2018) Grégoire Montavon et al.   DIGITAL SIGNAL PROCESSING

Enhancing interpretability of automatically extracted machine learning features: application to a RBM-Random Forest system on brain lesion segmentation

(2018) Sérgio Pereira et al.   MEDICAL IMAGE ANALYSIS

Visual interpretability for deep learning: a survey

(2018) Quan-shi Zhang et al.   Frontiers of Information Technology & Electronic Engineering

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

Explanation in artificial intelligence: Insights from the social sciences

(2018) Tim Miller   ARTIFICIAL INTELLIGENCE

Brain tumor segmentation with Deep Neural Networks

(2017) Mohammad Havaei et al.   MEDICAL IMAGE ANALYSIS

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

(2015) Sebastian Bach et al.   PLoS One

A survey of MRI-based brain tumor segmentation methods

(2014) Jin Liu et al.   TSINGHUA SCIENCE AND TECHNOLOGY