Ausgabe 5/2022
Inhalt (30 Artikel)
New Software for DQE Calculation in Digital Mammography Compliant with IEC 62220–1-2
Magdalena Dobrzyńska, Anna Wysocka-Rabin, Ewa Fabiszewska, Katarzyna Pasicz, Witold Skrzyński
Chest Radiographs Using a Context-Fusion Convolution Neural Network (CNN): Can It Distinguish the Etiology of Community-Acquired Pneumonia (CAP) in Children?
Shasha Hu, Yongbei Zhu, Di Dong, Bei Wang, Zuofu Zhou, Chi Wang, Jie Tian, Yun Peng
Machine Learning–Aided Chronic Kidney Disease Diagnosis Based on Ultrasound Imaging Integrated with Computer-Extracted Measurable Features
Sangmi Lee, Myeongkyun Kang, Keunho Byeon, Sang Eun Lee, In Ho Lee, Young Ah Kim, Shin-Wook Kang, Jung Tak Park
Endoscopy Artefact Detection by Deep Transfer Learning of Baseline Models
Tang-Kai Yin, Kai-Lun Huang, Si-Rong Chiu, Yu-Qi Yang, Bao-Rong Chang
Nested U-Net for Segmentation of Red Lesions in Retinal Fundus Images and Sub-image Classification for Removal of False Positives
Swagata Kundu, Vikrant Karale, Goutam Ghorai, Gautam Sarkar, Sambuddha Ghosh, Ashis Kumar Dhara
Natural Language Processing for Imaging Protocol Assignment: Machine Learning for Multiclass Classification of Abdominal CT Protocols Using Indication Text Data
Brian Arun Xavier, Po-Hao Chen
Automated Cervical Spinal Cord Segmentation in Real-World MRI of Multiple Sclerosis Patients by Optimized Hybrid Residual Attention-Aware Convolutional Neural Networks
América Bueno, Ignacio Bosch, Alejandro Rodríguez, Ana Jiménez, Joan Carreres, Matías Fernández, Luis Marti-Bonmati, Angel Alberich-Bayarri
Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes
Joseph Nathaniel Stember, Hrithwik Shalu
Automatic Segmentation and Measurement of Choroid Layer in High Myopia for OCT Imaging Using Deep Learning
Xiangcong Xu, Xuehua Wang, Jingyi Lin, Honglian Xiong, Mingyi Wang, Haishu Tan, Ke Xiong, Dingan Han
Using Occlusion-Based Saliency Maps to Explain an Artificial Intelligence Tool in Lung Cancer Screening: Agreement Between Radiologists, Labels, and Visual Prompts
Ziba Gandomkar, Pek Lan Khong, Amanda Punch, Sarah Lewis
Maximum Entropy Technique and Regularization Functional for Determining the Pharmacokinetic Parameters in DCE-MRI
Zahra Amini Farsani, Volker J Schmid
On the Road to Digital Pathology in Denmark—National Survey and Interviews
Julie Smith, Sys Johnsen, Mette Christa Zeuthen, Lisbeth Koch Thomsen, Niels Marcussen, Stig Hansen, Charlotte Lerbech Jensen
Categorization of Common Pigmented Skin Lesions (CPSL) using Multi-Deep Features and Support Vector Machine
Prabira Kumar Sethy, Santi Kumari Behera, Nithiyanathan Kannan
Skin Lesion Area Segmentation Using Attention Squeeze U-Net for Embedded Devices
Andrea Pennisi, Domenico D. Bloisi, Vincenzo Suriani, Daniele Nardi, Antonio Facchiano, Anna Rita Giampetruzzi
DICODerma: A Practical Approach for Metadata Management of Images in Dermatology
Bell Raj Eapen, Feroze Kaliyadan, Karalikkattil T Ashique
Segmenting Skin Biopsy Images with Coarse and Sparse Annotations using U-Net
Shima Nofallah, Mojgan Mokhtari, Wenjun Wu, Sachin Mehta, Stevan Knezevich, Caitlin J. May, Oliver H. Chang, Annie C. Lee, Joann G. Elmore, Linda G. Shapiro
A Detailed Systematic Review on Retinal Image Segmentation Methods
Nihar Ranjan Panda, Ajit Kumar Sahoo
Fully-Automatic 3D Intuitive Visualization of Age-Related Macular Degeneration Fluid Accumulations in OCT Cubes
Emilio López-Varela, Plácido L. Vidal, Nuria Olivier Pascual, Jorge Novo, Marcos Ortega
Classification of Glaucoma Stages Using Image Empirical Mode Decomposition from Fundus Images
Deepak Parashar, Dheraj Kumar Agrawal
Automated Protocoling for MRI Exams—Challenges and Solutions
Jonas Denck, Oliver Haas, Jens Guehring, Andreas Maier, Eva Rothgang
Initial Experience with a COVID-19 Screening Chatbot Before Radiology Appointments
Winston T. Wang, Nelly Tan, James A. Hanson, Courtney A. Crubaugh, Amy K. Hara
Multimodal Medical Image Fusion Using Stacked Auto-encoder in NSCT Domain
Nahed Tawfik, Heba A. Elnemr, Mahmoud Fakhr, Moawad I. Dessouky, Fathi E. Abd El-Samie
Finding a Suitable Class Distribution for Building Histological Images Datasets Used in Deep Model Training—The Case of Cancer Detection
Ismat Ara Reshma, Camille Franchet, Margot Gaspard, Radu Tudor Ionescu, Josiane Mothe, Sylvain Cussat-Blanc, Hervé Luga, Pierre Brousset
Collaborative Development of a PACS-Integrated Quality Control Dashboard: a Single Institutional Experience
Jonathan D. Pierce, Vijaya Kosaraju, Beverly Rosipko, Jeffrey L. Sunshine, Ian Judd, Jennifer Sommer
Differentiate Thyroid Follicular Adenoma from Carcinoma with Combined Ultrasound Radiomics Features and Clinical Ultrasound Features
Bing Yu, Yanyan Li, Xiangle Yu, Yao Ai, Juebin Jin, Ji Zhang, YuHua Zhang, Hui Zhu, Congying Xie, Meixiao Shen, Yan Yang, Xiance Jin
A Novel Quantitative Evaluation of Bone Formation After Opening Wedge High Tibial Osteotomy Using Tomosynthesis
Kyota Ishibashi, Eiji Sasaki, Edward Wijaya, Shohei Yamauchi, Shizuka Sasaki, Yuka Kimura, Yuji Yamamoto, Takashi Shimbo, Katsuto Tamai, Yasuyuki Ishibashi
Automatic Brain Tumor Classification via Lion Plus Dragonfly Algorithm
B. Leena, A. N. Jayanthi
Evaluation Challenges for the Application of Extended Reality Devices in Medicine
Ryan Beams, Ellenor Brown, Wei-Chung Cheng, Janell S. Joyner, Andrea S. Kim, Kimberly Kontson, Dimitri Amiras, Tassilo Baeuerle, Walter Greenleaf, Rafael J. Grossmann, Atul Gupta, Christoffer Hamilton, Hong Hua, Tran Tu Huynh, Christoph Leuze, Sarah B. Murthi, John Penczek, Jennifer Silva, Brennan Spiegel, Amitabh Varshney, Aldo Badano