عنوان

Data driven treatment response assessment and preterm, perinatal, and paediatric image analysis :

شابک

303000807X

شابک

3030008088

شابک

9783030008079

شابک

9783030008086

شابک اشتباه

3030008061

شابک اشتباه

9783030008062

عنوان اصلي

Data driven treatment response assessment and preterm, perinatal, and paediatric image analysis :

نام عام مواد

[Book]

ساير اطلاعات عنواني

first International Workshop, DATRA 2018 and third International Workshop, PIPPI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings /

نام نخستين پديدآور

Andrew Melbourne, Roxane Licandro, Matthew DiFranco, Paolo Rota, Melanie Gau, Martin Kampel, Rosalind Aughwane, Pim Moeskops, Ernst Schwartz, Emma Robinson, Antonios Makropoulos (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 (xi, 180 pages) :

ساير جزييات

illustrations.

عنوان فروست

Lecture notes in computer science ;

عنوان فروست

LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics

مشخصه جلد

11076

متن يادداشت

Includes author index.

متن يادداشت

International conference proceedings.

متن يادداشت

DeepCS: Deep Convolutional Neural Network and SVM based Single Image Super-Resolution -- Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images -- Detecting Bone Lesions in Multiple Myeloma Patient Using Transfer Learning -- Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response -- Optimizing External Surface Sensor Locations for Respiratory Tumor Motion Prediction -- Segmentation of Fetal Adipose Tissue Using Efficient CNNs for Portable Ultrasound -- Automatic Shadow Detection in 2D Ultrasound Images -- Multi-Channel Groupwise Registration to Construct and Ultrasound-Specific Fetal Brain Atlas -- Investigating Brain Age Deviation in Preterm Infants: A Deep Learning Approach -- Segmentation of Pelvic Vessels in Pediatric MRI Using a Patch-Based Deep Learning Approach -- Multi-View Image Reconstruction: Application to Fetal Ultrasound Compounding -- EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging Without External Trackers -- Better Feature Matching for Placental Panorama Construction -- Combining Deep Learning and Multi-Atlas Label Fusion for Automated Placenta Segmentation from 3DUS -- LSTM Spatial Co-transformer Networks for Registration of 3D Fetal US and MR Brain Images -- Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-Scale Dense Networks -- Paediatric Liver Segmentation for Low-Contrast CT Images.

بدون عنوان

0

متن يادداشت

This book constitutes the refereed joint proceedings of the First International Workshop on Data Driven Treatment Response Assessment, DATRA 2018 and the Third International Workshop on Preterm, Perinatal and Paediatric Image Analysis, PIPPI 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 5 full papers presented at DATRA 2018 and the 12 full papers presented at PIPPI 2018 were carefully reviewed and selected. The DATRA papers cover a wide range of exploring pattern recognition technologies for tackling clinical issues related to the follow-up analysis of medical data with focus on malignancy progression analysis, computer-aided models of treatment response, and anomaly detection in recovery feedback. The PIPPI papers cover topics of advanced image analysis approaches focused on the analysis of growth and development in the fetal, infant and paediatric period.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030008079

شماره استاندارد بين المللي کتاب و موسيقي

9783030008062

شماره استاندارد بين المللي کتاب و موسيقي

9783030008086

عنوان اصلي به زبان ديگر

DATRA 2018

عنوان اصلي به زبان ديگر

PIPPI 2018

موضوع مستند نشده

Diagnostic imaging-- Data processing, Congresses.

موضوع مستند نشده

Arithmetic and Logic Structures.

موضوع مستند نشده

Artificial Intelligence.

موضوع مستند نشده

Health Informatics.

موضوع مستند نشده

Image Processing and Computer Vision.

موضوع مستند نشده

Algorithms & data structures.

موضوع مستند نشده

Computers-- Computer Graphics.

موضوع مستند نشده

Computers-- Computer Science.

موضوع مستند نشده

Computers-- Logic Design.

موضوع مستند نشده

Diagnostic imaging-- Data processing.

موضوع مستند نشده

Health & safety aspects of IT.

موضوع مستند نشده

Image processing.

موضوع مستند نشده

Medical-- General.

موضوع مستند نشده

Program concepts-- learning to program.

موضوع مستند نشده

COM014000

موضوع مستند نشده

UMA

موضوع مستند نشده

UMA

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Aughwane, Rosalind

مستند نام اشخاص تاييد نشده

DiFranco, Matthew

مستند نام اشخاص تاييد نشده

Gau, Melanie

مستند نام اشخاص تاييد نشده

Kampel, Martin

مستند نام اشخاص تاييد نشده

Licandro, Roxane

مستند نام اشخاص تاييد نشده

Makropoulos, Antonios

مستند نام اشخاص تاييد نشده

Melbourne, Andrew

مستند نام اشخاص تاييد نشده

Moeskops, Pim

مستند نام اشخاص تاييد نشده

Robinson, Emma

مستند نام اشخاص تاييد نشده

Rota, Paolo

مستند نام اشخاص تاييد نشده

Schwartz, Ernst

مستند نام تنالگان تاييد نشده

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

مستند نام تنالگان تاييد نشده

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

مستند نام تنالگان تاييد نشده

PIPPI (Workshop)(3rd :2018 :, Granada, Spain)

تاريخ عمليات

20200823072231.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y