Vision Transformer and Language Model Based Radiology Report Generation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2022.3232719
Abstract: Recent advancements in transformers exploited computer vision problems which results in state-of-the-art models. Transformer-based models in various sequence prediction tasks such as language translation, sentiment classification, and caption generation have shown remarkable performance. Auto report… read more here.
Keywords: radiology; methodology; language; report generation ... See more keywords
Automated Radiographic Report Generation Purely on Transformer: A Multicriteria Supervised Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2022.3171661
Abstract: Automated radiographic report generation is challenging in at least two aspects. First, medical images are very similar to each other and the visual differences of clinic importance are often fine-grained. Second, the disease-related words may… read more here.
Keywords: radiographic report; automated radiographic; report generation; report ... See more keywords
Joint Embedding of Deep Visual and Semantic Features for Medical Image Report Generation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3122542
Abstract: Medical image report generation (MeIRG) aims at generating associated diagnosis descriptions with natural language sentences from medical images, which is essential in the computer-aided diagnosis system. Nevertheless, this task remains challenging in that medical images… read more here.
Keywords: visual semantic; report generation; report; medical image ... See more keywords
Test Report Generation for Android App Testing Via Heterogeneous Data Analysis
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Software Engineering"
DOI: 10.1109/tse.2023.3237247
Abstract: The rising of the Android market demands higher quality assurance of Android applications (apps) to sharpen the competitive edge, and techniques for traditional software have problems adapting for mobile apps. Android apps often require testing… read more here.
Keywords: test reports; report generation; test; heterogeneous data ... See more keywords
Automated Report Generation for Research Data Repositories: From i2b2 to PDF
Sign Up to like & getrecommendations! Published in 2017 at "Studies in health technology and informatics"
DOI: 10.3233/978-1-61499-830-3-1289
Abstract: We developed an automated toolchain to generate reports of i2b2 data. It is based on free open source software and runs on a Java Application Server. It is sucessfully used in an ED registry project.… read more here.
Keywords: research data; generation research; report generation; repositories i2b2 ... See more keywords
Deep Multi-Objective Learning from Low-Dose CT for Automatic Lung-RADS Report Generation
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Personalized Medicine"
DOI: 10.3390/jpm12030417
Abstract: Radiology report generation through chest radiography interpretation is a time-consuming task that involves the interpretation of images by expert radiologists. It is common for fatigue-induced diagnostic error to occur, and especially difficult in areas of… read more here.
Keywords: radiology; multi objective; report generation; report ... See more keywords