Image quality assessment for machine learning tasks using
meta-reinforcement learning

Image quality assessment for machine learning tasks using meta-reinforcement learning

27 March 2022

Shaheer U. Saeed

Zachary Michael Cieman Baum

Papers citing "Image quality assessment for machine learning tasks using meta-reinforcement learning"

8 / 8 papers shown

Title
Segmentation by registration-enabled SAM prompt engineering using five reference images Yaxi Chen Aleksandra Ivanova Shaheer U. Saeed R. Hargunani Jie Huang Chaozong Liu Yipeng Hu MedIm 39 2 0 25 Jul 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 60 0 0 26 May 2024
Blind Image Quality Assessment: A Brief Survey Miaohui Wang 19 0 0 27 Dec 2023
Long-term Dependency for 3D Reconstruction of Freehand Ultrasound Without External Tracker Qi Li Ziyi Shen Qian Li D. Barratt T. Dowrick Matthew J. Clarkson Tom Kamiel Magda Vercauteren Yipeng Hu 14 4 0 16 Oct 2023
Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images Wei Yi V. Stavrinides Zachary Michael Cieman Baum Qianye Yang D. Barratt Matthew J. Clarkson Yipeng Hu Shaheer U. Saeed 22 3 0 22 Aug 2023
Active learning using adaptable task-based prioritisation Shaheer U. Saeed João Ramalhinho Mark A. Pinnock Ziyi Shen Yunguan Fu ... D. Barratt Stephen P. Pereira Brian R. Davidson Matthew J. Clarkson Yipeng Hu 13 4 0 03 Dec 2022
An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training D. Ravì F. Barkhof Daniel C. Alexander Lemuel Puglisi Geoffrey J. M. Parker Arman Eshaghi MedIm 11 4 0 07 Jun 2022
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016