Interpretability of machine intelligence in medical image computing and multimodal learning for clinical decision support : second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings /: second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. (2019)

• Record Type: Book
• Further Information: Note: Editors: Kenji Suzuki, Mauricio Reyes, Tanveer Syeda-Mahmood [and others].
• Editors: Suzuki, Kenji, 1968 October 5; Reyes, Mauricio; Syeda-Mahmood, Tanveer
• Other Names: iMIMIC (Workshop), 2nd; ML-CDS (Workshop), 9th; International Conference on Medical Image Computing and Computer-Assisted Intervention, 22nd
• Contents: Second International Workshop on Interpretability of Machine Intelligence in Medical Image Computing (iMIMIC 2019) -- Testing the robustness of attribution methods for convolutional neural networks in MRI-based Alzheimer's disease classification -- UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics -- Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis -- Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection -- Guideline-based Additive Explanation for Computer-Aided Diagnosis of Lung Nodules -- Deep neural network or dermatologist? -- Towards Interpretability of Segmentation Networks by analyzing DeepDreams -- 9th International Workshop on Multimodal Learning for Clinical Decision Support (ML-CDS 2019) -- Towards Automatic Diagnosis from Multi-modal Medical Data -- Deep Learning based Multi-Modal Registration for Retinal Imaging -- Automated Enriched Medical Concept Generation for Chest X-ray Images.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xvi, 93 pages), illustrations (some color)
• Subjects: 616.07/57; Diagnostic imaging -- Data processing -- Congresses; Computer-assisted surgery -- Congresses; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030338503; 3030338509
• Related ISBNs: 9783030338497
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 30, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.