Ausgabe 5/2020
Inhalt (24 Artikel)
The Effect of Registration on Voxel-Wise Tofts Model Parameters and Uncertainties from DCE-MRI of Early-Stage Breast Cancer Patients Using 3DSlicer
Matthew Mouawad, Heather Biernaski, Muriel Brackstone, Michael Lock, Anat Kornecki, Olga Shmuilovich, Ilanit Ben-Nachum, Frank S. Prato, R. Terry Thompson, Stewart Gaede, Neil Gelman
Binary Classification of Alzheimer’s Disease Using sMRI Imaging Modality and Deep Learning
Ahsan Bin Tufail, Yong-Kui Ma, Qiu-Na Zhang
Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review
Asha Das, Madhu S. Nair, S. David Peter
A Knowledge-Based Modality-Independent Technique for Concurrent Thigh Muscle Segmentation: Applicable to CT and MR Images
Malihe Molaie, Reza Aghaeizadeh Zoroofi
Evaluation of Software-Based Metal Artifact Reduction in Intraoperative 3D Imaging of the Spine Using a Mobile Cone Beam CT
Maxim Privalov, Marcus Mohr, Benedict Swartman, Nils Beisemann, Holger Keil, Jochen Franke, Paul Alfred Grützner, Sven Yves Vetter
The Invasiveness Classification of Ground-Glass Nodules Using 3D Attention Network and HRCT
Yangfan Ni, Yuanyuan Yang, Dezhong Zheng, Zhe Xie, Haozhe Huang, Weidong Wang
Boundary Restored Network for Subpleural Pulmonary Lesion Segmentation on Ultrasound Images at Local and Global Scales
Yupeng Xu, Yi Zhang, Ke Bi, Zhiyu Ning, Lisha Xu, Mengjun Shen, Guoying Deng, Yin Wang
A Narrative Review on Clinical Applications of fNIRS
Md. Asadur Rahman, Abu Bakar Siddik, Tarun Kanti Ghosh, Farzana Khanam, Mohiuddin Ahmad
Multi-Reader–Multi-Split Annotation of Emphysema in Computed Tomography
Mats Lidén, Ola Hjelmgren, Jenny Vikgren, Per Thunberg
Between Always and Never: Evaluating Uncertainty in Radiology Reports Using Natural Language Processing
Andrew L. Callen, Sara M. Dupont, Adi Price, Ben Laguna, David McCoy, Bao Do, Jason Talbott, Marc Kohli, Jared Narvid
Ultrasonographic Thyroid Nodule Classification Using a Deep Convolutional Neural Network with Surgical Pathology
Soon Woo Kwon, Ik Joon Choi, Ju Yong Kang, Won Il Jang, Guk-Haeng Lee, Myung-Chul Lee
Advanced Deep Learning Techniques Applied to Automated Femoral Neck Fracture Detection and Classification
Simukayi Mutasa, Sowmya Varada, Akshay Goel, Tony T. Wong, Michael J. Rasiej
Diagnostic Efficiency of the Breast Ultrasound Computer-Aided Prediction Model Based on Convolutional Neural Network in Breast Cancer
Heqing Zhang, Lin Han, Ke Chen, Yulan Peng, Jiangli Lin
MR Image-Based Attenuation Correction of Brain PET Imaging: Review of Literature on Machine Learning Approaches for Segmentation
Imene Mecheter, Lejla Alic, Maysam Abbod, Abbes Amira, Jim Ji
Multi-model Ensemble Learning Architecture Based on 3D CNN for Lung Nodule Malignancy Suspiciousness Classification
Hong Liu, Haichao Cao, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Chuhua Liu, Chih-Cheng Hung
Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study
Kadie Clancy, Sarah Aboutalib, Aly Mohamed, Jules Sumkin, Shandong Wu
Nodule Localization in Thyroid Ultrasound Images with a Joint-Training Convolutional Neural Network
Ruoyun Liu, Shichong Zhou, Yi Guo, Yuanyuan Wang, Cai Chang
Simulating Tissues with 3D-Printed and Castable Materials
Michael O’Reilly, Michael Hoff, Seth D. Friedman, James F. X. Jones, Nathan M Cross
Four-Dimensional Cone-Beam Computed Tomography Image Compression Using Video Encoder for Radiotherapy
Hui Yan, Yexiong Li, Jianrong Dai
Design, Implementation, and Validation of a Pulsatile Heart Phantom Pump
Volkan Tuncay, Jan Zijlstra, Matthijs Oudkerk, Peter M. A van Ooijen
Optical Flow Methods for Lung Nodule Segmentation on LIDC-IDRI Images
R. Jenkin Suji, Sarita Singh Bhadouria, Joydip Dhar, W. Wilfred Godfrey
Classification of Skin Lesions into Seven Classes Using Transfer Learning with AlexNet
Khalid M. Hosny, Mohamed A. Kassem, Mohamed M. Fouad
Joint Diabetic Macular Edema Segmentation and Characterization in OCT Images
Joaquim de Moura, Gabriela Samagaio, Jorge Novo, Pablo Almuina, María Isabel Fernández, Marcos Ortega
Identification of Retinal Ganglion Cells from β-III Stained Fluorescent Microscopic Images
He Gai, Yi Wang, Leanne L. H. Chan, Bernard Chiu