Intraoperative organ motion models with an ensemble of conditional generative adversarial networks

Intraoperative organ motion models with an ensemble of conditional generative adversarial networks

In this paper, we describe how a patient-specific, ultrasound-probe-induced prostate motion model can be directly generated from a single preoperative MR image. Our motion model allows for sampling from the conditional distribution of dense displacement fields, is encoded by a generative neural netw...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Hu, Y, Gibson, E, Vercauteren, T, Ahmed, HU, Emberton, M, Moore, CM, Noble, JA, Barratt, DC
التنسيق:	Conference item
اللغة:	English
منشور في:	Springer 2017

مواد مشابهة

Freehand ultrasound image simulation with spatially-conditioned generative adversarial networks
حسب: Yipeng Hu, وآخرون
منشور في: (2017)

Conditional segmentation in lieu of image registration
حسب: Hu, Y, وآخرون
منشور في: (2019)

Conditional Tabular Generative Adversarial Net for Enhancing Ensemble Classifiers in Sepsis Diagnosis
حسب: Ahmed Alfakeeh, وآخرون
منشور في: (2023-01-01)

Generative Adversarial Ensemble Learning for Face Forensics
حسب: Jae-Yong Baek, وآخرون
منشور في: (2020-01-01)

An Ensemble of Transfer Learning Models for the Prediction of Skin Cancers with Conditional Generative Adversarial Networks
حسب: Amal Al-Rasheed, وآخرون
منشور في: (2022-12-01)

Weakly-supervised convolutional neural networks for multimodal image registration
حسب: Hu, Y, وآخرون
منشور في: (2018)

Computing the Ensemble Spread From Deterministic Weather Predictions Using Conditional Generative Adversarial Networks
حسب: Rüdiger Brecht, وآخرون
منشور في: (2023-01-01)

Detracking Autoencoding Conditional Generative Adversarial Network: Improved Generative Adversarial Network Method for Tabular Missing Value Imputation
حسب: Jingrui Liu, وآخرون
منشور في: (2024-05-01)

Predicting ICU Mortality Based on Generative Adversarial Nets and Ensemble Methods
حسب: Mingyi Wei, وآخرون
منشور في: (2023-01-01)

Multi-discriminator Generative Adversarial Networks Based on Selective Ensemble Learning
حسب: SHEN Ruicai, ZHAI Junhai, HOU Yingzhen
منشور في: (2022-06-01)

Improving the adversarial transferability with relational graphs ensemble adversarial attack
حسب: Jiatian Pi, وآخرون
منشور في: (2023-02-01)

Voice Adversarial Sample Generation Method for Ultrasonicization of Motion Noise
حسب: Jun Wang, وآخرون
منشور في: (2024-01-01)

Leveraging Ensemble Learning with Generative Adversarial Networks for Imbalanced Software Defects Prediction
حسب: Amani Alqarni, وآخرون
منشور في: (2023-12-01)

Universal Adversarial Training Using Auxiliary Conditional Generative Model-Based Adversarial Attack Generation
حسب: Hiskias Dingeto, وآخرون
منشور في: (2023-07-01)

Evaluation of motion artefact reduction depending on the artefacts’ directions in head MRI using conditional generative adversarial networks
حسب: Keisuke Usui, وآخرون
منشور في: (2023-05-01)

Towards imbalanced image classification : a generative adversarial network ensemble learning method
حسب: Huang, Yangru, وآخرون
منشور في: (2020)

Ensembled Deep Convolutional Generative Adversarial Network for Grading Imbalanced Diabetic Retinopathy Recognition
حسب: Huma Naz, وآخرون
منشور في: (2023-01-01)

Towards Imbalanced Image Classification: A Generative Adversarial Network Ensemble Learning Method
حسب: Yangru Huang, وآخرون
منشور في: (2020-01-01)

Conditional Generative Adversarial Network-Based Image Denoising for Defending Against Adversarial Attack
حسب: Haibo Zhang, وآخرون
منشور في: (2021-01-01)

Motion correction in MR image for analysis of VSRAD using generative adversarial network.
حسب: Nobukiyo Yoshida, وآخرون
منشور في: (2022-01-01)

Generative adversarial networks based motion learning towards robotic calligraphy synthesis
حسب: Xiaoming Wang, وآخرون
منشور في: (2024-04-01)

Addressing Motion Blurs in Brain MRI Scans Using Conditional Adversarial Networks and Simulated Curvilinear Motions
حسب: Shangjin Li, وآخرون
منشور في: (2022-03-01)

Ship Detection under Low-Visibility Weather Interference via an Ensemble Generative Adversarial Network
حسب: Xinqiang Chen, وآخرون
منشور في: (2023-10-01)

Regional attention generative adversarial network
حسب: Wei Wang, وآخرون
منشور في: (2019-04-01)

Generative Adversarial Network for Class-Conditional Data Augmentation
حسب: Jeongmin Lee, وآخرون
منشور في: (2020-11-01)

Estimation with Uncertainty via Conditional Generative Adversarial Networks
حسب: Minhyeok Lee, وآخرون
منشور في: (2021-09-01)

Conditional Adversarial Learning for Empathetic Dialogue Response Generation
حسب: Ming-Hsiang Su, وآخرون
منشور في: (2023-01-01)

Conditional Generative Adversarial Networks for modelling fuel sprays
حسب: Cihan Ates, وآخرون
منشور في: (2023-04-01)

Recurrent Conditional Generative Adversarial Network for Image Deblurring
حسب: Jing Liu, وآخرون
منشور في: (2019-01-01)

Attentively Conditioned Generative Adversarial Network for Semantic Segmentation
حسب: Ariyo Oluwasanmi, وآخرون
منشور في: (2020-01-01)

Face Depth Estimation With Conditional Generative Adversarial Networks
حسب: Abdullah Taha Arslan, وآخرون
منشور في: (2019-01-01)

Generation Method for Shaded Relief Based on Conditional Generative Adversarial Nets
حسب: Shaomei Li, وآخرون
منشور في: (2022-07-01)

Face Image Generation and Enhancement Using Conditional Generative Adversarial Network
حسب: Ainil Mardiah, وآخرون
منشور في: (2022-01-01)

Targeted Speech Adversarial Example Generation With Generative Adversarial Network
حسب: Donghua Wang, وآخرون
منشور في: (2020-01-01)

Ensemble of Random Binary Output Encoding for Adversarial Robustness
حسب: Ye-Ji Mun, وآخرون
منشور في: (2019-01-01)

Longitudinal image registration with temporal-order and subject-specificity discrimination
حسب: Yang, Q, وآخرون
منشور في: (2020)

Exploring generative adversarial networks and adversarial training
حسب: Afia Sajeeda, وآخرون
منشور في: (2022-06-01)

Enhancing Precision with an Ensemble Generative Adversarial Network for Steel Surface Defect Detectors (EnsGAN-SDD)
حسب: Fityanul Akhyar, وآخرون
منشور في: (2022-06-01)

3D Model Generation and Reconstruction Using Conditional Generative Adversarial Network
حسب: Haisheng Li, وآخرون

Conditional time series simulation using generative adversarial networks
حسب: Song, Yuli
منشور في: (2024)