عنوان

PRedictive Intelligence in MEdicine :

شابک

3030003205

شابک

9783030003203

شابک اشتباه

9783030003197

عنوان اصلي

PRedictive Intelligence in MEdicine :

نام عام مواد

[Book]

ساير اطلاعات عنواني

first International Workshop, PRIME 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings /

نام نخستين پديدآور

Islem Rekik, Gozde Unal, Ehsan Adeli, Sang Hyun Park (eds.).

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource (xii, 174 pages) :

ساير جزييات

illustrations.

عنوان فروست

Lecture notes in computer science ;

مشخصه جلد

11121

متن يادداشت

Includes author index.

متن يادداشت

International conference proceedings.

متن يادداشت

Computer Aided Identification of Motion Disturbances Related to Parkinson's Disease -- Prediction of Severity and Treatment Outcome for ASD from fMRI -- Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network -- Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease -- Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study -- Predictive Patient Care: Survival Model to Prevent Medication Non-adherence -- Joint Robust Imputation and Classification for Early Dementia Detection Using Incomplete Multi-Modality Data -- Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease -- Predicting Nucleus Basalis of Meynert Volume from Compartmental Brain Segmentations -- Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis -- Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression Using Irregularity Age Map in Brain MRI -- Multi-View Brain Network Prediction From a Source View Using Sample Selection via CCA-based Multi-Kernel Connectomic Manifold Learning -- Predicting Emotional Intelligence Scores From Multi-Session Functional Brain Connectomes -- Predictive Modeling of Longitudinal Data for Alzheimer's Disease Diagnosis Using RNNs -- Towards Continuous Health Diagnosis from Faces with Deep Learning -- XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference -- 3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis -- Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI -- Diffusion MRI Spatial Super-Resolution Using Generative Adversarialv Networks -- Prediction to Atrial Fibrillation Using Deep Convolutional Neural Networks.

بدون عنوان

0

متن يادداشت

This book constitutes the refereed proceedings of the First International Workshop on PRedictive Intelligence in MEdicine, PRIME 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 20 full papers presented were carefully reviewed and selected from 23 submissions. The main aim of the workshop is to propel the advent of predictive models in a broad sense, with application to medical data. Particularly, the workshop will admit papers describing new cutting-edge predictive models and methods that solve challenging problems in the medical field.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030003203

عنوان اصلي به زبان ديگر

PRIME 2018

موضوع مستند نشده

Artificial intelligence-- Medical applications, Congresses.

موضوع مستند نشده

Artificial Intelligence (incl. Robotics).

موضوع مستند نشده

Computer Systems Organization and Communication Networks.

موضوع مستند نشده

Image Processing and Computer Vision.

موضوع مستند نشده

Information Systems and Communication Service.

موضوع مستند نشده

Pattern Recognition.

موضوع مستند نشده

Artificial intelligence-- Medical applications.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer networking & communications.

موضوع مستند نشده

Computers-- Computer Graphics.

موضوع مستند نشده

Computers-- Computer Vision & Pattern Recognition.

موضوع مستند نشده

Computers-- Hardware-- General.

موضوع مستند نشده

Computers-- Intelligence (AI) & Semantics.

موضوع مستند نشده

Computers-- Online Services-- General.

موضوع مستند نشده

Image processing.

موضوع مستند نشده

Pattern recognition.

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Adeli, Ehsan

مستند نام اشخاص تاييد نشده

Park, Sang Hyun

مستند نام اشخاص تاييد نشده

Rekik, Islem

مستند نام اشخاص تاييد نشده

Unal, Gozde

مستند نام تنالگان تاييد نشده

PRIME (Workshop)(1st :2018 :, Granada, Spain)

مستند نام تنالگان تاييد نشده

International Conference on Medical Image Computing and Computer-Assisted Intervention(21st :2018 :, Granada, Spain)

تاريخ عمليات

20200823071638.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y