소장자료
LDR | 05541nam a22006135i 4500 | ||
001 | 0100775335▲ | ||
003 | DE-He213▲ | ||
005 | 20231017155245▲ | ||
007 | cr nn 008mamaa▲ | ||
008 | 221216s2022 sz | s |||| 0|eng d▲ | ||
020 | ▼a9783031232237▼9978-3-031-23223-7▲ | ||
024 | 7 | ▼a10.1007/978-3-031-23223-7▼2doi▲ | |
050 | 4 | ▼aTA1501-1820▲ | |
050 | 4 | ▼aTA1634▲ | |
082 | 0 | 4 | ▼a006▼223▲ |
245 | 1 | 0 | ▼aEthical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging▼h[electronic resource] :▼b1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings /▼cedited by John S. H. Baxter, Islem Rekik, Roy Eagleson, Luping Zhou, Tanveer Syeda-Mahmood, Hongzhi Wang, Mustafa Hajij.▲ |
250 | ▼a1st ed. 2022.▲ | ||
264 | 1 | ▼aCham :▼bSpringer Nature Switzerland :▼bImprint: Springer,▼c2022.▲ | |
300 | ▼aXVIII, 135 p. 37 illus., 32 illus. in color.▼bonline resource.▲ | ||
336 | ▼atext▼btxt▼2rdacontent▲ | ||
337 | ▼acomputer▼bc▼2rdamedia▲ | ||
338 | ▼aonline resource▼bcr▼2rdacarrier▲ | ||
347 | ▼atext file▼bPDF▼2rda▲ | ||
490 | 1 | ▼aLecture Notes in Computer Science,▼x1611-3349 ;▼v13755▲ | |
505 | 0 | ▼aEthical and Philosophical Issues in Medical Imaging -- Data Poisoning Attack and Defenses in Connectome-based Predictive Models -- Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image Analysis -- Separable vs. End-to-End Learning: A critical examination of learning paradigms -- A 35-Year Longitudinal Analysis of Dermatology Patient Behavior across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools -- User-centered design for surgical innovations: A ventriculostomy case study -- Multimodal Learning and Fusion Across Scales for Clinical Decision Support -- Visually Aware Metadata-guided Supervision for Improved Skin Lesion Classification using Deep Learning -- Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Information -- Hybrid Network Based on Cross-modal Feature Fusion for Diagnosis of Alzheimer's Disease -- Topological Data Analysis for Biomedical Imaging -- Future Unruptured Intracranial Aneurysm Growth Prediction using Mesh Convolutional Neural Networks -- TDA-Clustering Strategies for the Characterization of Brain Organoids -- Fetal Cortex Segmentation with Topology and Thickness Loss Constraints.▲ | |
520 | ▼aThis book constitutes the refereed joint proceedings of the 1st International Workshop on Ethical & Philosophical Issues in Medical Imaging (EPIMI 2022); the 12th International Workshop on Multimodal Learning and Fusion Across Scales for Clinical Decision Support (ML-CDS 2022) and the 2nd International Workshop on Topological Data Analysis for Biomedical Imaging (TDA4BiomedicalImaging 2022), held in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022, in Singapore, in September 2022. EPIMI includes five short papers about various humanistic aspects of medical image computing and computer-assisted interventions. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The TDA papers focus on Topological Data Analysis: a collection of techniques and tools that have matured from an increasing interest in the role topology plays in machine learning and data science.▲ | ||
650 | 0 | ▼aImage processing—Digital techniques.▲ | |
650 | 0 | ▼aComputer vision.▲ | |
650 | 0 | ▼aApplication software.▲ | |
650 | 0 | ▼aArtificial intelligence.▲ | |
650 | 1 | 4 | ▼aComputer Imaging, Vision, Pattern Recognition and Graphics.▲ |
650 | 2 | 4 | ▼aComputer and Information Systems Applications.▲ |
650 | 2 | 4 | ▼aArtificial Intelligence.▲ |
700 | 1 | ▼aBaxter, John S. H.▼eeditor.▼0(orcid)0000-0003-3548-4343▼1https://orcid.org/0000-0003-3548-4343▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aRekik, Islem.▼eeditor.▼0(orcid)0000-0001-5595-6673▼1https://orcid.org/0000-0001-5595-6673▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aEagleson, Roy.▼eeditor.▼0(orcid)0000-0001-9264-8135▼1https://orcid.org/0000-0001-9264-8135▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aZhou, Luping.▼eeditor.▼0(orcid)0000-0001-8762-2424▼1https://orcid.org/0000-0001-8762-2424▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aSyeda-Mahmood, Tanveer.▼eeditor.▼0(orcid)0000-0003-0059-3208▼1https://orcid.org/0000-0003-0059-3208▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aWang, Hongzhi.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aHajij, Mustafa.▼eeditor.▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
710 | 2 | ▼aSpringerLink (Online service)▲ | |
773 | 0 | ▼tSpringer Nature eBook▲ | |
776 | 0 | 8 | ▼iPrinted edition:▼z9783031232220▲ |
776 | 0 | 8 | ▼iPrinted edition:▼z9783031232244▲ |
830 | 0 | ▼aLecture Notes in Computer Science,▼x1611-3349 ;▼v13755▲ | |
856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-031-23223-7▲ |
Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging[electronic resource] : 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings
자료유형
국외eBook
서명/책임사항
Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging [electronic resource] : 1st International Workshop, EPIMI 2022, 12th International Workshop, ML-CDS 2022, 2nd International Workshop, TDA4BiomedicalImaging, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings / edited by John S. H. Baxter, Islem Rekik, Roy Eagleson, Luping Zhou, Tanveer Syeda-Mahmood, Hongzhi Wang, Mustafa Hajij.
개인저자
판사항
1st ed. 2022.
형태사항
XVIII, 135 p. 37 illus., 32 illus. in color. online resource.
총서사항
Lecture Notes in Computer Science , 1611-3349 ; 13755
Lecture Notes in Computer Science , 1611-3349 ; 13755
Lecture Notes in Computer Science , 1611-3349 ; 13755
내용주기
Ethical and Philosophical Issues in Medical Imaging -- Data Poisoning Attack and Defenses in Connectome-based Predictive Models -- Disproportionate Subgroup Impacts and Other Challenges of Fairness in Artificial Intelligence for Medical Image Analysis -- Separable vs. End-to-End Learning: A critical examination of learning paradigms -- A 35-Year Longitudinal Analysis of Dermatology Patient Behavior across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools -- User-centered design for surgical innovations: A ventriculostomy case study -- Multimodal Learning and Fusion Across Scales for Clinical Decision Support -- Visually Aware Metadata-guided Supervision for Improved Skin Lesion Classification using Deep Learning -- Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Information -- Hybrid Network Based on Cross-modal Feature Fusion for Diagnosis of Alzheimer's Disease -- Topological Data Analysis for Biomedical Imaging -- Future Unruptured Intracranial Aneurysm Growth Prediction using Mesh Convolutional Neural Networks -- TDA-Clustering Strategies for the Characterization of Brain Organoids -- Fetal Cortex Segmentation with Topology and Thickness Loss Constraints.
요약주기
This book constitutes the refereed joint proceedings of the 1st International Workshop on Ethical & Philosophical Issues in Medical Imaging (EPIMI 2022); the 12th International Workshop on Multimodal Learning and Fusion Across Scales for Clinical Decision Support (ML-CDS 2022) and the 2nd International Workshop on Topological Data Analysis for Biomedical Imaging (TDA4BiomedicalImaging 2022), held in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022, in Singapore, in September 2022. EPIMI includes five short papers about various humanistic aspects of medical image computing and computer-assisted interventions. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The TDA papers focus on Topological Data Analysis: a collection of techniques and tools that have matured from an increasing interest in the role topology plays in machine learning and data science.
주제
ISBN
9783031232237
관련 인기대출 도서