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2D view aggregation for lymph node detection using a shallow hierarchy of linear classifiers

article

A new 2.5D representation for lymph node detection using random sets of deep convolutional neural network observations ⬇️

scientific article published on 01 January 2014

A scalable physician-level deep learning algorithm detects universal trauma on pelvic radiographs

artículo científico publicado en 2021

Artificial Intelligence to Predict Lymph Node Metastasis at CT in Pancreatic Ductal Adenocarcinoma

artículo científico publicado en 2022

Automated segmentation of the thyroid gland on thoracic CT scans by multiatlas label fusion and random forest classification.

artículo científico publicado en 2015

Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks

artículo científico publicado en 2017

Convolutional Invasion and Expansion Networks for Tumor Growth Prediction

artículo científico publicado en 2018

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

artículo científico publicado en 2016

DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning

scientific article published on 20 July 2018

Hierarchical segmentation and identification of thoracic vertebra using learning-based edge detection and coarse-to-fine deformable model

artículo científico publicado en 2010

Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

artículo científico publicado en 2016

Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation. ⬇️

artículo científico publicado en 2015

Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

artículo científico publicado en 2016

Pancreas Segmentation in MRI using Graph-Based Decision Fusion on Convolutional Neural Networks

artículo científico publicado en 2016

Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning Approach ⬇️

artículo científico publicado el 1 de enero de 2011

Sequential Monte Carlo tracking for marginal artery segmentation on CT angiography by multiple cue fusion

article

Sequential Monte Carlo tracking of the marginal artery by multiple cue fusion and random forest regression

artículo científico publicado en 2014

Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries ⬇️

artículo científico publicado el 1 de enero de 2011

Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation.

artículo científico publicado en 2018

Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data

artículo científico publicado en 2019

Thorax-Net: An Attention Regularized Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography

artículo científico publicado en 2019

Lista de obras de

2D view aggregation for lymph node detection using a shallow hierarchy of linear classifiers

A new 2.5D representation for lymph node detection using random sets of deep convolutional neural network observations ⬇️

A scalable physician-level deep learning algorithm detects universal trauma on pelvic radiographs

Artificial Intelligence to Predict Lymph Node Metastasis at CT in Pancreatic Ductal Adenocarcinoma

Automated segmentation of the thyroid gland on thoracic CT scans by multiatlas label fusion and random forest classification.

Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks

Convolutional Invasion and Expansion Networks for Tumor Growth Prediction

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning

Hierarchical segmentation and identification of thoracic vertebra using learning-based edge detection and coarse-to-fine deformable model

Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation. ⬇️

Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest

Pancreas Segmentation in MRI using Graph-Based Decision Fusion on Convolutional Neural Networks

Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning Approach ⬇️

Sequential Monte Carlo tracking for marginal artery segmentation on CT angiography by multiple cue fusion

Sequential Monte Carlo tracking of the marginal artery by multiple cue fusion and random forest regression

Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries ⬇️

Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation.

Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data

Thorax-Net: An Attention Regularized Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography