skip to content
Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings Preview this item
ClosePreview this item
Checking...

Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings

Author: Islem Rekik; Ehsan Adeli; Sang Hyun Park
Publisher: Cham, Switzerland : Springer, 2019.
Series: Lecture notes in computer science, 11843.; LNCS sublibrary., SL 6,, Image processing, computer vision, pattern recognition, and graphics.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This book constitutes the proceedings of the Second International Workshop on Predictive Intelligence in Medicine, PRIME 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. The 18 papers presented in this volume were carefully reviewed and selected for inclusion in this book. The contributions describe new cutting-edge predictive models and methods that solve challenging problems in the  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Islem Rekik; Ehsan Adeli; Sang Hyun Park
ISBN: 9783030322816 3030322815
OCLC Number: 1123175371
Notes: International conference proceedings.
Includes author index.
Description: 1 online resource (xiii, 178 pages) : illustrations (some color).
Contents: Intro; Preface; What Are the Key Challenges We Aim to Address?; Key Highlights; Organization; Contents; TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data; 1 Introduction; 2 Competition Design; 3 ADNI Data Aggregation and Processing; 3.1 TADPOLE Datasets; 4 Submissions and Evaluation; 5 Results; 6 Discussion; References; Inter-fractional Respiratory Motion Modelling from Abdominal Ultrasound: A Feasibility Study; 1 Introduction; 2 Background; 3 Method; 3.1 Pretreatment Phase; 3.2 Online Motion Prediction; 4 Experiments and Results 5 Discussion and ConclusionReferences; Adaptive Neuro-Fuzzy Inference System-Based Chaotic Swarm Intelligence Hybrid Model for Recognition of Mild Cognitive Impairment from Resting-State fMRI; 1 Introduction; 2 Methodology; 2.1 Grey Wolf Optimization Algorithm (GWO); 2.2 The New Hybrid Kernel-Based CBGWO Model; 3 Application on fMRI-Based MCI Recognition; 3.1 Participants and Data Acquisition; 3.2 Pipeline and Phases of CBGWO-ANFIS; 4 Experimental Results and Discussion; 4.1 CBGWO-Based Feature Selection; 4.2 Diagnosis Based on ANFIS; 5 Conclusion and Future Work; References Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk ScreeningAbstract; 1 Introduction; 2 Methodology; 2.1 Data Preprocessing; 2.2 FBAS-LSTM; 3 Experimental Setting and Results; 3.1 Dataset and Implementation; 3.2 Results; 4 Conclusion; References; Modeling Disease Progression in Retinal OCTs with Longitudinal Self-supervised Learning; 1 Introduction; 2 Self-supervised Learning of Spatio-Temporal Representations; 3 Experiments and Results; 3.1 Dataset; 3.2 Learning the Pretext Task 3.3 Conversion to Advanced AMD Classification4 Discussion and Conclusions; References; Predicting Response to the Antidepressant Bupropion Using Pretreatment fMRI; 1 Introduction; 2 Methods; 2.1 Materials; 2.2 Image Preprocessing; 2.3 Construction of Deep Learning Predictive Models; 3 Results and Discussion; 3.1 Neural Architecture Search (NAS); 3.2 Learned Neuroimaging Biomarker; 4 Conclusions; References; Progressive Infant Brain Connectivity Evolution Prediction from Neonatal MRI Using Bidirectionally Supervised Sample Selection; 1 Introduction 2 Bidirectionally Supervised Progressive Brain Connectome Evolution Trajectory Prediction3 Results and Discussion; 4 Conclusion; References; Computed Tomography Image-Based Deep Survival Regression for Metastatic Colorectal Cancer Using a Non-proportional Hazards Model; 1 Introduction; 2 Methods; 2.1 Concept; 2.2 Loss Function; 3 Evaluation; 3.1 SEER Incidence Dataset; 3.2 Rossi Criminal Recidivism Dataset; 3.3 mCRC Dataset; 4 Discussion; References
Series Title: Lecture notes in computer science, 11843.; LNCS sublibrary., SL 6,, Image processing, computer vision, pattern recognition, and graphics.
Other Titles: PRIME 2019
Responsibility: Islem Rekik, Ehsan Adeli, Sang Hyun Park (eds.).

Abstract:

This book constitutes the proceedings of the Second International Workshop on Predictive Intelligence in Medicine, PRIME 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1123175371> # Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
    a schema:Book, schema:CreativeWork, schema:MediaObject ;
    library:oclcnum "1123175371" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/sz> ;
    schema:about <http://dewey.info/class/610.28563/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/9621295960#Topic/artificial_intelligence_medical_applications> ; # Artificial intelligence--Medical applications
    schema:alternateName "PRIME 2019" ;
    schema:bookFormat schema:EBook ;
    schema:contributor <http://experiment.worldcat.org/entity/work/data/9621295960#Meeting/international_conference_on_medical_image_computing_and_computer_assisted_intervention_22nd_2019_shenzhen_shi_china> ; # International Conference on Medical Image Computing and Computer-Assisted Intervention (22nd : 2019 : Shenzhen Shi, China),
    schema:creator <http://experiment.worldcat.org/entity/work/data/9621295960#Meeting/prime_workshop_2nd_2019_shenzhen_shi_china> ; # PRIME (Workshop) (2nd : 2019 : Shenzhen Shi, China)
    schema:datePublished "2019" ;
    schema:description "Intro; Preface; What Are the Key Challenges We Aim to Address?; Key Highlights; Organization; Contents; TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data; 1 Introduction; 2 Competition Design; 3 ADNI Data Aggregation and Processing; 3.1 TADPOLE Datasets; 4 Submissions and Evaluation; 5 Results; 6 Discussion; References; Inter-fractional Respiratory Motion Modelling from Abdominal Ultrasound: A Feasibility Study; 1 Introduction; 2 Background; 3 Method; 3.1 Pretreatment Phase; 3.2 Online Motion Prediction; 4 Experiments and Results"@en ;
    schema:description "This book constitutes the proceedings of the Second International Workshop on Predictive Intelligence in Medicine, PRIME 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. The 18 papers presented in this volume were carefully reviewed and selected for inclusion in this book. The contributions describe new cutting-edge predictive models and methods that solve challenging problems in the medical field for a high-precision predictive medicine."@en ;
    schema:editor <http://experiment.worldcat.org/entity/work/data/9621295960#Person/adeli_ehsan> ; # Ehsan Adeli
    schema:editor <http://experiment.worldcat.org/entity/work/data/9621295960#Person/rekik_islem> ; # Islem Rekik
    schema:editor <http://experiment.worldcat.org/entity/work/data/9621295960#Person/park_sang_hyun> ; # Sang Hyun Park
    schema:exampleOfWork <http://worldcat.org/entity/work/id/9621295960> ;
    schema:genre "Conference publication"@en ;
    schema:genre "Electronic books"@en ;
    schema:genre "Conference papers and proceedings"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/9621295960#Series/lecture_notes_in_computer_science> ; # Lecture notes in computer science ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/9621295960#Series/lncs_sublibrary> ; # LNCS sublibrary.
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/9621295960#Series/lncs_sublibrary_sl_6_image_processing_computer_vision_pattern_recognition_and_graphics> ; # LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
    schema:name "Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings"@en ;
    schema:productID "1123175371" ;
    schema:url <https://doi.org/10.1007/978-3-030-32281-6> ;
    schema:url <https://ezproxy.lau.edu.lb:2443/login?url=https://doi.org/10.1007/978-3-030-32281-6> ;
    schema:url <http://public.eblib.com/choice/PublicFullRecord.aspx?p=5940981> ;
    schema:workExample <http://dx.doi.org/10.1007/978-3-030-32281-6> ;
    schema:workExample <http://worldcat.org/isbn/9783030322816> ;
    umbel:isLike <http://bnb.data.bl.uk/id/resource/GBB9H3099> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1123175371> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/9621295960#Meeting/international_conference_on_medical_image_computing_and_computer_assisted_intervention_22nd_2019_shenzhen_shi_china> # International Conference on Medical Image Computing and Computer-Assisted Intervention (22nd : 2019 : Shenzhen Shi, China),
    a bgn:Meeting, schema:Event ;
    schema:location <http://experiment.worldcat.org/entity/work/data/9621295960#Place/shenzhen_shi_china> ; # Shenzhen Shi, China),
    schema:name "International Conference on Medical Image Computing and Computer-Assisted Intervention (22nd : 2019 : Shenzhen Shi, China)," ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Meeting/prime_workshop_2nd_2019_shenzhen_shi_china> # PRIME (Workshop) (2nd : 2019 : Shenzhen Shi, China)
    a bgn:Meeting, schema:Event ;
    schema:location <http://experiment.worldcat.org/entity/work/data/9621295960#Place/shenzhen_shi_china> ; # Shenzhen Shi, China),
    schema:name "PRIME (Workshop) (2nd : 2019 : Shenzhen Shi, China)" ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Person/adeli_ehsan> # Ehsan Adeli
    a schema:Person ;
    schema:familyName "Adeli" ;
    schema:givenName "Ehsan" ;
    schema:name "Ehsan Adeli" ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Person/park_sang_hyun> # Sang Hyun Park
    a schema:Person ;
    schema:familyName "Park" ;
    schema:givenName "Sang Hyun" ;
    schema:name "Sang Hyun Park" ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Person/rekik_islem> # Islem Rekik
    a schema:Person ;
    schema:familyName "Rekik" ;
    schema:givenName "Islem" ;
    schema:name "Islem Rekik" ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Place/shenzhen_shi_china> # Shenzhen Shi, China),
    a schema:Place ;
    schema:name "Shenzhen Shi, China)," ;
    schema:name "Shenzhen Shi, China)" ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Series/lecture_notes_in_computer_science> # Lecture notes in computer science ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1123175371> ; # Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
    schema:name "Lecture notes in computer science ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Series/lncs_sublibrary> # LNCS sublibrary.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1123175371> ; # Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
    schema:name "LNCS sublibrary." ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Series/lncs_sublibrary_sl_6_image_processing_computer_vision_pattern_recognition_and_graphics> # LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1123175371> ; # Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
    schema:name "LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics" ;
    .

<http://experiment.worldcat.org/entity/work/data/9621295960#Topic/artificial_intelligence_medical_applications> # Artificial intelligence--Medical applications
    a schema:Intangible ;
    schema:name "Artificial intelligence--Medical applications"@en ;
    .

<http://worldcat.org/isbn/9783030322816>
    a schema:ProductModel ;
    schema:isbn "3030322815" ;
    schema:isbn "9783030322816" ;
    .

<http://www.worldcat.org/title/-/oclc/1123175371>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
    schema:about <http://www.worldcat.org/oclc/1123175371> ; # Predictive intelligence in medicine : second International Workshop, PRIME 2019, held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
    schema:dateModified "2019-11-23" ;
    void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.