Cover Image

SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Ying, Al-Maskari, Rami, Horvath, Izabela, Ali, Mayar, Hoher, Luciano, Yang, Kaiyuan, Lin, Zengming, Zhai, Zhiwei, Shen, Mengzhe, Xun, Dejin, Wang, Yi, Xu, Tony, Goubran, Maged, Wu, Yunheng, Mori, Kensaku, Paetzold, Johannes C., Erturk, Ali
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A generalizable 3D framework and model for self-supervised learning in medical imaging
by: Xu, Tony, et al.
Published: (2025)

gACSON software for automated segmentation and morphology analyses of myelinated axons in 3D electron microscopy
by: Behanova, Andrea, et al.
Published: (2021)

A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring
by: Scheinfeld, Adina, et al.
Published: (2026)

3D Vessel Graph Generation Using Denoising Diffusion
by: Prabhakar, Chinmay, et al.
Published: (2024)

SISTEMA FINANCEIRO E CRESCIMENTO ECONÔMICO NO RIO GRANDE DO SUL
by: Ricardo Höher
Published: (2020)

Full segmentation annotations of 3D time-lapse microscopy images of MDA231 cells
by: Melnikova, Aleksandra, et al.
Published: (2025)

SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions
by: Wagner, Dominik, et al.
Published: (2025)

Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
by: Lefebvre, Austin E. Y. T., et al.
Published: (2024)

Triple collaborative consistency with Mamba for semi‐supervised 3D medical image segmentation
by: Yufei Gao, et al.
Published: (2026)

WSI-INR: Implicit Neural Representations for Lesion Segmentation in Whole-Slide Images
by: Wu, Yunheng, et al.
Published: (2026)

Motion correction of 3D dynamic contrast‐enhanced ultrasound imaging without anatomical B‐Mode images: Pilot evaluation in eight patients
by: Jia‐Shu Chen, et al.
Published: (2024)

FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything
by: Ghazouali, Safouane El, et al.
Published: (2024)

A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation
by: Zheng, Zhou, et al.
Published: (2024)

STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation
by: Wang, Yaqi, et al.
Published: (2024)

Enhancing the automatic segmentation and analysis of 3D liver vasculature models
by: Machta, Yassine, et al.
Published: (2024)

ArabEmoNet: A Lightweight Hybrid 2D CNN-BiLSTM Model with Attention for Robust Arabic Speech Emotion Recognition
by: Abouzeid, Ali, et al.
Published: (2025)

A transmissão do diagnóstico e de orientações pais de crianças com necessidades especiais: a questão da formação profissional
by: Síglia Pimentel Höher
Published: (2006)

SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
by: Li, Jialu, et al.
Published: (2024)

Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet
by: Rasoulian, Amirhossein, et al.
Published: (2023)

Semi‐supervised learning framework with shape encoding for neonatal ventricular segmentation from 3D ultrasound
by: Zachary Szentimrey, et al.
Published: (2024)

Misbehavior Detection With Collective Perception in V2X Networks: A Survey
by: Mehmet Fatih Yuce, et al.
Published: (2025)

Aerial-Ground Image Feature Matching via 3D Gaussian Splatting-based Intermediate View Rendering
by: Yu, Jiangxue, et al.
Published: (2025)

Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology
by: Stucki, Nico, et al.
Published: (2024)

Effect of Troughing on the Identification of the Second Mesiobuccal Canals With and Without Calcifications in Maxillary First Molars
by: İlker Dinçer Ertürk, et al.
Published: (2025)

Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation
by: Morano, José, et al.
Published: (2023)

COMPETÊNCIA SOCIAL, INCLUSÃO ESCOLAR E AUTISMO: REVISÃO CRÍTICA DA LITERATURA
by: Síglia Pimentel Höher Camargo
Published: (2009)

Análise do comportamento aplicada como intervenção para o autismo: definição, características e pressupostos filosóficos
by: Síglia Pimentel Höher Camargo
Published: (2013)

ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
by: Ramanathan, Vishwesh, et al.
Published: (2025)

CRISPR Genome Editing and the Future of Leukaemia Immunotherapy
by: Dejin Rai, et al.
Published: (2026)

Strong approximation of the time-fractional Cahn--Hilliard equation driven by a fractionally integrated additive noise
by: Al-Maskari, Mariam, et al.
Published: (2024)

D6.3 - Final Report on Communication, Dissemination and Exploitation
by: Tedeschi Gallo, Alessandro, et al.
Published: (2026)

RAPS-3D: Efficient interactive segmentation for 3D radiological imaging
by: Danielou, Théo, et al.
Published: (2025)

A Physics-Augmented GraphGPS Framework for the Reconstruction of 3D Riemann Problems from Sparse Data
by: Cassia, Rami, et al.
Published: (2025)

Chitosan Films With Polyphenols as Enhancing Agent
by: Noha G. Madian, et al.
Published: (2025)

Confidence-aware agglomeration classification and segmentation of 2D microscopic food crystal images
by: Ji, Xiaoyu, et al.
Published: (2025)

RoboLayout: Differentiable 3D Scene Generation for Embodied Agents
by: Shamsaddinlou, Ali
Published: (2026)

Functionality understanding and segmentation in 3D scenes
by: Corsetti, Jaime, et al.
Published: (2024)

Inevitable First Order Phase Transitions in 3D Quantum Hall Systems
by: Gu, Kaiyuan, et al.
Published: (2024)

3D Brain Tumor Detection Using 3D CNNs and Graph Convolutional Networks (GCNs)
by: Shah, Syed Osama Ali, et al.
Published: (2025)

Numerical Solutions of 2-D Steady Incompressible Driven Cavity Flow at High Reynolds Numbers
by: Erturk, E., et al.
Published: (2004)