GUSL: A Novel and Efficient Machine Learning Model for Prostate Segmentation on MRI
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Jiaxin, Magoulianitis, Vasileios, Alexander, Catherine Aurelia Christie, Xue, Jintang, Kaneko, Masatomo, Cacciamani, Giovanni, Abreu, Andre, Duddalwar, Vinay, Kuo, C. -C. Jay, Gill, Inderbir S., Nikias, Chrysostomos |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation
by: Yang, Yijing, et al.
Published: (2024)
by: Yang, Yijing, et al.
Published: (2024)
PCa-RadHop: A Transparent and Lightweight Feed-forward Method for Clinically Significant Prostate Cancer Segmentation
by: Magoulianitis, Vasileios, et al.
Published: (2024)
by: Magoulianitis, Vasileios, et al.
Published: (2024)
A transparent, lightweight and sustainable Green Learning AI model for prostate cancer detection on MRI
by: Masatomo Kaneko, et al.
Published: (2026)
by: Masatomo Kaneko, et al.
Published: (2026)
RadHop-Net: A Lightweight Radiomics-to-Error Regression for False Positive Reduction In MRI Prostate Cancer Detection
by: Magoulianitis, Vasileios, et al.
Published: (2025)
by: Magoulianitis, Vasileios, et al.
Published: (2025)
LG-NuSegHop: A Local-to-Global Self-Supervised Pipeline For Nuclei Instance Segmentation
by: Magoulianitis, Vasileios, et al.
Published: (2025)
by: Magoulianitis, Vasileios, et al.
Published: (2025)
GUSL-Dehaze: A Green U-Shaped Learning Approach to Image Dehazing
by: Movaheddrad, Mahtab, et al.
Published: (2025)
by: Movaheddrad, Mahtab, et al.
Published: (2025)
A sustainable and expedited ‘One‐Stop’ prostate cancer diagnostic pathway to reduce environmental impact and enhance accessibility
by: Lorenzo Storino Ramacciotti, et al.
Published: (2024)
by: Lorenzo Storino Ramacciotti, et al.
Published: (2024)
Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection
by: Xue, Jintang, et al.
Published: (2024)
by: Xue, Jintang, et al.
Published: (2024)
Efficient Implementation of RISC-V Vector Permutation Instructions
by: Titopoulos, Vasileios, et al.
Published: (2025)
by: Titopoulos, Vasileios, et al.
Published: (2025)
DeMM: A Decoupled Matrix Multiplication Engine Supporting Relaxed Structured Sparsity
by: Peltekis, Christodoulos, et al.
Published: (2024)
by: Peltekis, Christodoulos, et al.
Published: (2024)
MRI‐Determined Tumor Contact Area as a Predictor of Pathological Extraprostatic Extension in Clinical T2 Prostate Cancer
by: Masashi Tsujimoto, et al.
Published: (2025)
by: Masashi Tsujimoto, et al.
Published: (2025)
Register Dispersion: Reducing the Footprint of the Vector Register File in Vector Engines of Low-Cost RISC-V CPUs
by: Titopoulos, Vasileios, et al.
Published: (2025)
by: Titopoulos, Vasileios, et al.
Published: (2025)
Optimizing Structured-Sparse Matrix Multiplication in RISC-V Vector Processors
by: Titopoulos, Vasileios, et al.
Published: (2025)
by: Titopoulos, Vasileios, et al.
Published: (2025)
Interpretable and backpropagation-free Green Learning for efficient multi-task echocardiographic segmentation and classification
by: Kao, Jyun-Ping, et al.
Published: (2026)
by: Kao, Jyun-Ping, et al.
Published: (2026)
Artificial intelligence and radiomics applied to prostate cancer bone metastasis imaging: A review
by: S. J. Pawan, et al.
Published: (2024)
by: S. J. Pawan, et al.
Published: (2024)
Automated Prostate Gland Segmentation in MRI Using nnU-Net
by: Rodriguez-Belenguer, Pablo, et al.
Published: (2026)
by: Rodriguez-Belenguer, Pablo, et al.
Published: (2026)
Open Ecclesiology/E-Klesiologi Menuju Indonesia 4.0 dalam ketegangan Chaosmos
by: Epafras, Leonard Chrysostomos
Published: (2024)
by: Epafras, Leonard Chrysostomos
Published: (2024)
Gereja dan Teknologi (Workshop GKPS Persiapan Penyusunan Renstra 2026-2030)
by: Epafras, Leonard Chrysostomos
Published: (2024)
by: Epafras, Leonard Chrysostomos
Published: (2024)
Incarnational Theology and E-cclesiology: A complex discourse in engaging digital technology
by: Epafras, Leonard Chrysostomos
Published: (2024)
by: Epafras, Leonard Chrysostomos
Published: (2024)
Polarized cylinders in Du Val del Pezzo surfaces of degree two
by: Sawahara, Masatomo
Published: (2024)
by: Sawahara, Masatomo
Published: (2024)
Cylinders in canonical del Pezzo fibrations
by: Sawahara, Masatomo
Published: (2020)
by: Sawahara, Masatomo
Published: (2020)
Minimal compactifications of the affine plane with only star-shaped singularities
by: Sawahara, Masatomo
Published: (2024)
by: Sawahara, Masatomo
Published: (2024)
Cylindrical ample divisors on Du Val del Pezzo surfaces
by: Sawahara, Masatomo
Published: (2023)
by: Sawahara, Masatomo
Published: (2023)
Minimal compactifications of the affine plane with nef canonical divisors
by: Sawahara, Masatomo
Published: (2023)
by: Sawahara, Masatomo
Published: (2023)
Descrip3D: Enhancing Large Language Model-based 3D Scene Understanding with Object-Level Text Descriptions
by: Xue, Jintang, et al.
Published: (2025)
by: Xue, Jintang, et al.
Published: (2025)
External Validation of MRI ‐Based Prostate Cancer Risk Calculators in an Australian Cohort
by: Nicole Williams, et al.
Published: (2025)
by: Nicole Williams, et al.
Published: (2025)
Injective generation for graded rings
by: Kostas, Panagiotis, et al.
Published: (2024)
by: Kostas, Panagiotis, et al.
Published: (2024)
Relative Auslander--Gorenstein Pairs
by: Cruz, Tiago, et al.
Published: (2023)
by: Cruz, Tiago, et al.
Published: (2023)
Distal hamstrings tendons mechanical properties at rest and contraction using free‐hand 3‐D ultrasonography
by: Chrysostomos Sahinis, et al.
Published: (2024)
by: Chrysostomos Sahinis, et al.
Published: (2024)
A higher dimensional Auslander-Iyama-Solberg correspondence
by: Cruz, Tiago, et al.
Published: (2024)
by: Cruz, Tiago, et al.
Published: (2024)
Treatment-wise Glioblastoma Survival Inference with Multi-parametric Preoperative MRI
by: Liu, Xiaofeng, et al.
Published: (2024)
by: Liu, Xiaofeng, et al.
Published: (2024)
Texture Feature Analysis for Classification of Early-Stage Prostate Cancer in mpMRI
by: Muftah, Asmail, et al.
Published: (2024)
by: Muftah, Asmail, et al.
Published: (2024)
Bridging the gap: the role of large language model refinement in readability in urology research
by: Giovanni E. Cacciamani, et al.
Published: (2025)
by: Giovanni E. Cacciamani, et al.
Published: (2025)
Architecture-Agnostic Modality-Isolated Gated Fusion for Robust Multi-Modal Prostate MRI Segmentation
by: Shu, Yongbo, et al.
Published: (2026)
by: Shu, Yongbo, et al.
Published: (2026)
A Second-Order Attention Mechanism For Prostate Cancer Segmentation and Detection in Bi-Parametric MRI
by: Ortiz, Mateo, et al.
Published: (2025)
by: Ortiz, Mateo, et al.
Published: (2025)
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study
by: Moradi, Ashkan, et al.
Published: (2025)
by: Moradi, Ashkan, et al.
Published: (2025)
ReCoGNet: Recurrent Context-Guided Network for 3D MRI Prostate Segmentation
by: Mustafa, Ahmad, et al.
Published: (2025)
by: Mustafa, Ahmad, et al.
Published: (2025)
A Statistical Approach for Modeling Irregular Multivariate Time Series with Missing Observations
by: Nie, Dingyi, et al.
Published: (2026)
by: Nie, Dingyi, et al.
Published: (2026)
GWPT: A Green Word-Embedding-based POS Tagger
by: Wei, Chengwei, et al.
Published: (2024)
by: Wei, Chengwei, et al.
Published: (2024)
A Green Learning Approach to LDCT Image Restoration
by: Wang, Wei, et al.
Published: (2026)
by: Wang, Wei, et al.
Published: (2026)
Similar Items
-
PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation
by: Yang, Yijing, et al.
Published: (2024) -
PCa-RadHop: A Transparent and Lightweight Feed-forward Method for Clinically Significant Prostate Cancer Segmentation
by: Magoulianitis, Vasileios, et al.
Published: (2024) -
A transparent, lightweight and sustainable Green Learning AI model for prostate cancer detection on MRI
by: Masatomo Kaneko, et al.
Published: (2026) -
RadHop-Net: A Lightweight Radiomics-to-Error Regression for False Positive Reduction In MRI Prostate Cancer Detection
by: Magoulianitis, Vasileios, et al.
Published: (2025) -
LG-NuSegHop: A Local-to-Global Self-Supervised Pipeline For Nuclei Instance Segmentation
by: Magoulianitis, Vasileios, et al.
Published: (2025)