Integration of Convolutional Neural Networks for Pulmonary Nodule
Malignancy Assessment in a Lung Cancer Classification Pipeline

Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline

18 December 2019

Ilaria Bonavita

Xavier Rafael-Palou

Vicent J. Ribas

M. A. G. Ballester

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Papers citing "Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline"

9 / 9 papers shown

Title
Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images Rinat I. Dumaev S A Molodyakov Lev V. Utkin 64 0 0 24 May 2024
High-risk Factor Prediction in Lung Cancer Using Thin CT Scans: An Attention-Enhanced Graph Convolutional Network Approach Xiaotong Fu Xiangyu Meng Jing Zhou Ying Ji 36 4 0 27 Aug 2023
Computer-Aided Cancer Diagnosis via Machine Learning and Deep Learning: A comparative review Solene Bechelli 60 2 0 19 Oct 2022
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester MedIm 64 3 0 26 Mar 2021
Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation Shaohua Zheng Zhiqiang Shen Chenhao Pei Wangbin Ding Haojin Lin Jie-xuan Zheng Lin Pan Bin Zheng Liqin Huang 33 25 0 22 Feb 2021
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs Kushal Mehta Arshita Jain Jayalakshmi Mangalagiri Sumeet Menon Phuong Nguyen David Chapman 60 33 0 19 Oct 2020
$Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty$ Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty Amelia Jiménez-Sánchez Diana Mateus S. Kirchhoff C. Kirchhoff P. Biberthaler Nassir Navab M. A. G. Ballester Gemma Piella 39 19 0 31 Jul 2020
Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks Xavier Rafael-Palou A. Aubanell Ilaria Bonavita M. Ceresa Gemma Piella Vicent J. Ribas M. A. G. Ballester MedIm 29 2 0 22 May 2020
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks Xavier Rafael-Palou A. Aubanell Ilaria Bonavita M. Ceresa Gemma Piella Vicent J. Ribas M. A. G. Ballester 53 29 0 22 Dec 2019