:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Kao, Jyun-Ping, Yang, Jiaxin, Kuo, C. -C. Jay, Woo, Jonghye
Format:	Preprint
Published:	2026
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	https://arxiv.org/abs/2601.19743
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cross-Modal Fine-Tuning of 3D Convolutional Foundation Models for ADHD Classification with Low-Rank Adaptation
by: Kao, Jyun-Ping, et al.
Published: (2025)

Principled Feature Disentanglement for High-Fidelity Unified Brain MRI Synthesis
by: Cho, Jihoon, et al.
Published: (2024)

GUSL-Dehaze: A Green U-Shaped Learning Approach to Image Dehazing
by: Movaheddrad, Mahtab, et al.
Published: (2025)

RadHop-Net: A Lightweight Radiomics-to-Error Regression for False Positive Reduction In MRI Prostate Cancer Detection
by: Magoulianitis, Vasileios, et al.
Published: (2025)

The Role of High-Performance GPU Resources in Large Language Model Based Radiology Imaging Diagnosis
by: Kao, Jyun-Ping
Published: (2025)

LG-NuSegHop: A Local-to-Global Self-Supervised Pipeline For Nuclei Instance Segmentation
by: Magoulianitis, Vasileios, et al.
Published: (2025)

GreenSaliency: A Lightweight and Efficient Image Saliency Detection Method
by: Mei, Zhanxuan, et al.
Published: (2024)

GSBIQA: Green Saliency-guided Blind Image Quality Assessment Method
by: Mei, Zhanxuan, et al.
Published: (2024)

Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans
by: Hryniewska-Guzik, Weronika, et al.
Published: (2023)

Disentangled Multimodal Brain MR Image Translation via Transformer-based Modality Infuser
by: Cho, Jihoon, et al.
Published: (2024)

Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation
by: Jollans, Lee, et al.
Published: (2023)

Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models
by: Qin, Shihua, et al.
Published: (2024)

Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?
by: Bian, Zhangxing, et al.
Published: (2024)

Are foundation models efficient for medical image segmentation?
by: Ferreira, Danielle, et al.
Published: (2023)

WAL-Net: Weakly supervised auxiliary task learning network for carotid plaques classification
by: Gan, Haitao, et al.
Published: (2024)

RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classification
by: Morano, José, et al.
Published: (2024)

Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation
by: Sadikine, Amine, et al.
Published: (2024)

MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures
by: Zhou, Alexander, et al.
Published: (2024)

Cascade learning in multi-task encoder-decoder networks for concurrent bone segmentation and glenohumeral joint assessment in shoulder CT scans
by: Marsilio, Luca, et al.
Published: (2024)

A multi-stage semi-supervised learning for ankle fracture classification on CT images
by: Liu, Hongzhi, et al.
Published: (2024)

Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI
by: Liu, Xiaofeng, et al.
Published: (2024)

GUSL: A Novel and Efficient Machine Learning Model for Prostate Segmentation on MRI
by: Yang, Jiaxin, et al.
Published: (2025)

Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation
by: Tang, Fenghe, et al.
Published: (2025)

Towards Enhanced Analysis of Lung Cancer Lesions in EBUS-TBNA -- A Semi-Supervised Video Object Detection Method
by: Lin, Jyun-An, et al.
Published: (2024)

Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans
by: Al-Battal, Abdullah F., et al.
Published: (2024)

Efficient automatic segmentation for multi-level pulmonary arteries: The PARSE challenge
by: Luo, Gongning, et al.
Published: (2023)

Domain generalization in fetal brain MRI segmentation \\with multi-reconstruction augmentation
by: de Dumast, Priscille, et al.
Published: (2022)

SLP-Net:An efficient lightweight network for segmentation of skin lesions
by: Yang, Bo, et al.
Published: (2023)

Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images
by: Rangnekar, Aneesh, et al.
Published: (2026)

Point-supervised Brain Tumor Segmentation with Box-prompted MedSAM
by: Liu, Xiaofeng, et al.
Published: (2024)

Label-efficient Contrastive Learning-based model for nuclei detection and classification in 3D Cardiovascular Immunofluorescent Images
by: Moradinasab, Nazanin, et al.
Published: (2023)

Accelerated 3D-3D rigid registration of echocardiographic images obtained from apical window using particle filter
by: Uruththirakodeeswaran, Thanuja, et al.
Published: (2025)

Region of interest detection for efficient aortic segmentation
by: Giordano, Loris, et al.
Published: (2026)

Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
by: Chatterjee, Soumick, et al.
Published: (2022)

Diabetic retinopathy image classification method based on GreenBen data augmentation
by: Liu, Yutong, 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)

PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation
by: Yang, Yijing, et al.
Published: (2024)

Text-guided multi-stage cross-perception network for medical image segmentation
by: Chen, Gaoyu, et al.
Published: (2025)

Semantic segmentation on multi-resolution optical and microwave data using deep learning
by: Singla, Jai G, et al.
Published: (2024)

A multi-task neural network for atypical mitosis recognition under domain shift
by: Percannella, Gennaro, et al.
Published: (2025)