Copertina

EMedNeXt: An Enhanced Brain Tumor Segmentation Framework for Sub-Saharan Africa using MedNeXt V2 with Deep Supervision

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Jaheen, Ahmed, Elsayed, Abdelrahman, Kim, Damir, Tikhonov, Daniil, Scatolin, Matheus, Banerjee, Mohor, Ji, Qiankun, Salem, Mostafa, Wang, Hu, Hashmi, Sarim, Yaqub, Mohammad
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Image and Video Processing Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Predicting Brain Tumor Response to Therapy using a Hybrid Deep Learning and Radiomics Approach
di: Tikhonov, Daniil, et al.
Pubblicazione: (2025)

Optimizing Brain Tumor Segmentation with MedNeXt: BraTS 2024 SSA and Pediatrics
di: Hashmi, Sarim, et al.
Pubblicazione: (2024)

Fast‐MedNeXt: Accelerating the MedNeXt Architecture to Improve Brain Tumour Segmentation Efficiency
di: Bin Liu, et al.
Pubblicazione: (2024)

Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset
di: Bohara, Prabin, et al.
Pubblicazione: (2026)

MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation
di: Roy, Saikat, et al.
Pubblicazione: (2023)

Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy
di: Moradi, Nikoo, et al.
Pubblicazione: (2024)

MedNet-PVS: A MedNeXt-Based Deep Learning Model for Automated Segmentation of Perivascular Spaces
di: Low, Zhen Xuen Brandon, et al.
Pubblicazione: (2025)

Large Kernel MedNeXt for Breast Tumor Segmentation and Self-Normalizing Network for pCR Classification in Magnetic Resonance Images
di: Musah, Toufiq
Pubblicazione: (2025)

InceptionNeXt: When Inception Meets ConvNeXt
di: Yu, Weihao, et al.
Pubblicazione: (2023)

MedNeXt-v2: Scaling 3D ConvNeXts for Large-Scale Supervised Representation Learning in Medical Image Segmentation
di: Roy, Saikat, et al.
Pubblicazione: (2025)

EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition
di: Boudouri, Yassine El, et al.
Pubblicazione: (2025)

MMRINet: Efficient Mamba-Based Segmentation with Dual-Path Refinement for Low-Resource MRI Analysis
di: Elsayed, Abdelrahman, et al.
Pubblicazione: (2025)

WaveNeXt 2: ConvNeXt-Based Fast Neural Vocoders With Residual Denoising and Sub-Modeling for GAN and Diffusion Models
di: Zhou, Wangzixi, et al.
Pubblicazione: (2026)

E-ConvNeXt: A Lightweight and Efficient ConvNeXt Variant with Cross-Stage Partial Connections
di: Wang, Fang, et al.
Pubblicazione: (2025)

CoAtNeXt:An Attention-Enhanced ConvNeXtV2-Transformer Hybrid Model for Gastric Tissue Classification
di: Yurdakul, Mustafa, et al.
Pubblicazione: (2025)

Ensemble of radiomics and ConvNeXt for breast cancer diagnosis
di: Garza-Abdala, Jorge Alberto, et al.
Pubblicazione: (2026)

Reviving ConvNeXt for Efficient Convolutional Diffusion Models
di: Kwon, Taesung, et al.
Pubblicazione: (2026)

DragNeXt: Rethinking Drag-Based Image Editing
di: Zhou, Yuan, et al.
Pubblicazione: (2025)

GANeXt: A Fully ConvNeXt-Enhanced Generative Adversarial Network for MRI- and CBCT-to-CT Synthesis
di: Mei, Siyuan, et al.
Pubblicazione: (2025)

ControlNeXt: Powerful and Efficient Control for Image and Video Generation
di: Peng, Bohao, et al.
Pubblicazione: (2024)

ConvNeXt with Histopathology-Specific Augmentations for Mitotic Figure Classification
di: Feki, Hana, et al.
Pubblicazione: (2025)

TransNeXt: Robust Foveal Visual Perception for Vision Transformers
di: Shi, Dai
Pubblicazione: (2023)

SALT: Parameter-Efficient Fine-Tuning via Singular Value Adaptation with Low-Rank Transformation
di: Elsayed, Abdelrahman, et al.
Pubblicazione: (2025)

Integrating ConvNeXt and Vision Transformers for Enhancing Facial Age Estimation
di: Maroun, Gaby, et al.
Pubblicazione: (2025)

Hydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training
di: Li, Zhenxin, et al.
Pubblicazione: (2025)

RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization
di: Zhao, Mingshu, et al.
Pubblicazione: (2024)

ConvXformer: Differentially Private Hybrid ConvNeXt-Transformer for Inertial Navigation
di: Tariq, Omer, et al.
Pubblicazione: (2025)

FourCastNeXt: Optimizing FourCastNet Training for Limited Compute
di: Guo, Edison, et al.
Pubblicazione: (2024)

EVCC: Enhanced Vision Transformer-ConvNeXt-CoAtNet Fusion for Classification
di: Hasan, Kazi Reyazul, et al.
Pubblicazione: (2025)

Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt
di: Feng, Pengbin, et al.
Pubblicazione: (2024)

ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection
di: Pang, Youwei, et al.
Pubblicazione: (2023)

Nondestructive testing of runny salted egg yolk based on improved ConvNeXt‐T
di: Haoran Chen, et al.
Pubblicazione: (2024)

LiNeXt: Revisiting LiDAR Completion with Efficient Non-Diffusion Architectures
di: He, Wenzhe, et al.
Pubblicazione: (2025)

NeXt-TDNN: Modernizing Multi-Scale Temporal Convolution Backbone for Speaker Verification
di: Heo, Hyun-Jun, et al.
Pubblicazione: (2023)

Slimmable ConvNeXt: Width-Adaptive Inference for Efficient Multi-Device Deployment
di: Haberer, Janek, et al.
Pubblicazione: (2026)

Mushroom image classification and recognition based on improved ConvNeXt V2
di: Shulong Zhang, et al.
Pubblicazione: (2025)

CNFA: ConvNeXt Fusion Attention Module for Age Recognition of the Tangerine Peel
di: Fuqin Deng, et al.
Pubblicazione: (2024)

PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
di: Wang, Jie, et al.
Pubblicazione: (2025)

LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models
di: Hu, Kai, et al.
Pubblicazione: (2026)

Deep Learning-Based Rock Particulate Classification Using Attention-Enhanced ConvNeXt
di: Amankwah, Anthony, et al.
Pubblicazione: (2025)