Weakly supervised localisation of prostate cancer using reinforcement learning for bi-parametric MR images
Fuente:
arXiv
Saved in:
| Main Authors: | Pocius, Martynas, Yan, Wen, Barratt, Dean C., Emberton, Mark, Clarkson, Matthew J., Hu, Yipeng, Saeed, Shaheer U. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cryo-RL: automating prostate cancer cryoablation planning with reinforcement learning
by: Simangan, Trixia, et al.
Published: (2025)
by: Simangan, Trixia, et al.
Published: (2025)
Semi-weakly-supervised neural network training for medical image registration
by: Li, Yiwen, et al.
Published: (2024)
by: Li, Yiwen, et al.
Published: (2024)
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
by: Min, Zhe, et al.
Published: (2024)
by: Min, Zhe, et al.
Published: (2024)
On the degrees of freedom of gridded control points in learning‐based medical image registration
by: Wen Yan, et al.
Published: (2026)
by: Wen Yan, et al.
Published: (2026)
ProFound: A moderate-sized vision foundation model for multi-task prostate imaging
by: Wang, Yipei, et al.
Published: (2026)
by: Wang, Yipei, et al.
Published: (2026)
AI-assisted prostate cancer detection and localisation on biparametric MR by classifying radiologist-positives
by: Wu, Xiangcen, et al.
Published: (2024)
by: Wu, Xiangcen, et al.
Published: (2024)
Understanding the Transfer Limits of Vision Foundation Models
by: Huang, Shiqi, et al.
Published: (2026)
by: Huang, Shiqi, et al.
Published: (2026)
Tell2Reg: Establishing spatial correspondence between images by the same language prompts
by: Yan, Wen, et al.
Published: (2025)
by: Yan, Wen, et al.
Published: (2025)
Competing for pixels: a self-play algorithm for weakly-supervised segmentation
by: Saeed, Shaheer U., et al.
Published: (2024)
by: Saeed, Shaheer U., et al.
Published: (2024)
Radiomic fingerprints for knee MR images assessment
by: Chen, Yaxi, et al.
Published: (2025)
by: Chen, Yaxi, et al.
Published: (2025)
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence
by: Huang, Shiqi, et al.
Published: (2024)
by: Huang, Shiqi, et al.
Published: (2024)
One registration is worth two segmentations
by: Huang, Shiqi, et al.
Published: (2024)
by: Huang, Shiqi, et al.
Published: (2024)
Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation
by: Yan, Wen, et al.
Published: (2026)
by: Yan, Wen, et al.
Published: (2026)
On the Degrees of Freedom of Gridded Control Points in Learning-Based Medical Image Registration
by: Yan, Wen, et al.
Published: (2026)
by: Yan, Wen, et al.
Published: (2026)
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation
by: Yan, Wen, et al.
Published: (2023)
by: Yan, Wen, et al.
Published: (2023)
Maximizing T2-Only Prostate Cancer Localization from Expected Diffusion Weighted Imaging
by: Yi, Weixi, et al.
Published: (2026)
by: Yi, Weixi, et al.
Published: (2026)
T2-Only Prostate Cancer Prediction by Meta-Learning from Bi-Parametric MR Imaging
by: Yi, Weixi, et al.
Published: (2024)
by: Yi, Weixi, et al.
Published: (2024)
SPARS: Self-Play Adversarial Reinforcement Learning for Segmentation of Liver Tumours
by: Tan, Catalina, et al.
Published: (2025)
by: Tan, Catalina, et al.
Published: (2025)
Reasoning in machine vision: learning to think fast and slow
by: Saeed, Shaheer U., et al.
Published: (2025)
by: Saeed, Shaheer U., et al.
Published: (2025)
Promptable segmentation with region exploration enables minimal-effort expert-level prostate cancer delineation
by: Yang, Junqing, et al.
Published: (2026)
by: Yang, Junqing, et al.
Published: (2026)
Patient-specific radiomic feature selection with reconstructed healthy persona of knee MR images
by: Chen, Yaxi, et al.
Published: (2025)
by: Chen, Yaxi, et al.
Published: (2025)
Promptable cancer segmentation using minimal expert-curated data
by: Karam, Lynn, et al.
Published: (2025)
by: Karam, Lynn, et al.
Published: (2025)
Cross‐shaped windows transformer with self‐supervised pretraining for clinically significant prostate cancer detection in bi‐parametric MRI
by: Yuheng Li, et al.
Published: (2024)
by: Yuheng Li, et al.
Published: (2024)
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker
by: Li, Qi, et al.
Published: (2024)
by: Li, Qi, et al.
Published: (2024)
Flow Matching-enabled Test-Time Refinement for Unsupervised Cardiac MR Registration
by: Fu, Yunguan, et al.
Published: (2026)
by: Fu, Yunguan, et al.
Published: (2026)
Register Anything: Estimating "Corresponding Prompts" for Segment Anything Model
by: Huang, Shiqi, et al.
Published: (2025)
by: Huang, Shiqi, et al.
Published: (2025)
Segmentation by registration-enabled SAM prompt engineering using five reference images
by: Chen, Yaxi, et al.
Published: (2024)
by: Chen, Yaxi, et al.
Published: (2024)
Policy to Assist Iteratively Local Segmentation: Optimising Modality and Location Selection for Prostate Cancer Localisation
by: Wu, Xiangcen, et al.
Published: (2025)
by: Wu, Xiangcen, et al.
Published: (2025)
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
by: Wang, Shanshan, et al.
Published: (2024)
by: Wang, Shanshan, et al.
Published: (2024)
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy
by: Zhang, Jjahao, et al.
Published: (2024)
by: Zhang, Jjahao, et al.
Published: (2024)
Differentiated chondrosarcoma, originated in thyroid cartilage of larynx: evaluation and treatment. Clinical case presentation
by: Linas Pocius
Published: (2012)
by: Linas Pocius
Published: (2012)
Subjektas ir tikrovė: etinės A. Badiou filosofijos implikacijos
by: Kasparas Pocius
Published: (2019)
by: Kasparas Pocius
Published: (2019)
Jacques’o Lacano pertrūkio teorija: tikrovės perspektyva
by: Kasparas Pocius
Published: (2021)
by: Kasparas Pocius
Published: (2021)
Weakly supervised deep learning model with size constraint for prostate cancer detection in multiparametric MRI and generalization to unseen domains
by: Trombetta, Robin, et al.
Published: (2024)
by: Trombetta, Robin, et al.
Published: (2024)
Radiomics-Integrated Deep Learning with Hierarchical Loss for Osteosarcoma Histology Classification
by: Chen, Yaxi, et al.
Published: (2026)
by: Chen, Yaxi, et al.
Published: (2026)
Meta-models for transfer learning in source localisation
by: Bull, Lawrence A., et al.
Published: (2023)
by: Bull, Lawrence A., et al.
Published: (2023)
Self-supervised feature learning for cardiac Cine MR image reconstruction
by: Xu, Siying, et al.
Published: (2025)
by: Xu, Siying, et al.
Published: (2025)
A self-supervised deep learning approach to synthesize weighted images and T1, T2, and PD parametric maps based on MR physics priors
by: Moya-Sáez, Elisa, et al.
Published: (2021)
by: Moya-Sáez, Elisa, et al.
Published: (2021)
Erratum to: Knowledge‐driven deep learning for fast MR imaging: Undersampled MR image reconstruction from supervised to un‐supervised learning (Magn Reson Med. 2024;92:496‐518)
by: Shanshan Wang, et al.
Published: (2024)
by: Shanshan Wang, et al.
Published: (2024)
Targeted microwave ablation of localised prostate cancer ( VIOLETTE trial ): a prospective multicentre study
by: Nicolas Barry Delongchamps, et al.
Published: (2026)
by: Nicolas Barry Delongchamps, et al.
Published: (2026)
Similar Items
-
Cryo-RL: automating prostate cancer cryoablation planning with reinforcement learning
by: Simangan, Trixia, et al.
Published: (2025) -
Semi-weakly-supervised neural network training for medical image registration
by: Li, Yiwen, et al.
Published: (2024) -
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
by: Min, Zhe, et al.
Published: (2024) -
On the degrees of freedom of gridded control points in learning‐based medical image registration
by: Wen Yan, et al.
Published: (2026) -
ProFound: A moderate-sized vision foundation model for multi-task prostate imaging
by: Wang, Yipei, et al.
Published: (2026)