Optimized U-Net for Brain Tumor Segmentation

7 October 2021

Papers citing "Optimized U-Net for Brain Tumor Segmentation"

32 / 32 papers shown

Title
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor Segmentation Ruoxin Wang Tianyi Tang Haiming Du Yuxuan Cheng Yu Wang Lingjie Yang Xiaohui Duan Yunfang Yu Yu Zhou Donglong Chen 54 0 0 08 Dec 2024
An Ensemble Approach for Brain Tumor Segmentation and Synthesis Juampablo Heras Rivera Agamdeep Chopra Tianyi Ren Hitender Oswal Yutong Pan ... Akshay Jaikanth Pavan Kancharla Jacob Ruzevick Daniela Ushizima Mehmet Kurt 64 1 0 26 Nov 2024
Carefully Structured Compression: Efficiently Managing StarCraft II Data Bryce Ferenczi Rhys Newbury Michael G. Burke Tom Drummond 21 0 0 11 Oct 2024
Federated brain tumor segmentation: an extensive benchmark Matthis Manthe Stefan Duffner Carole Lartizien OOD FedML 27 4 0 07 Oct 2024
Robust Conformal Volume Estimation in 3D Medical Images Benjamin Lambert Florence Forbes Senan Doyle M. Dojat OOD 19 1 0 29 Jul 2024
Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation Muhammad Ansab Butt Absaar Ul Jabbar 19 0 0 22 May 2024
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models Tianyi Ren Abhishek Sharma Juampablo Heras Rivera Harshitha Rebala Ethan Honey Agamdeep Chopra Jacob Ruzevick Mehmet Kurt DiffM MedIm 17 0 0 12 Feb 2024
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Tianyi Ren Ethan Honey Harshitha Rebala Abhishek Sharma Agamdeep Chopra Mehmet Kurt 11 4 0 10 Feb 2024
Self-calibrated convolution towards glioma segmentation Felipe C. R. Salvagnini Gerson O. Barbosa Alexandre X. Falcão C. A. N. Santos 13 0 0 07 Feb 2024
Train-Free Segmentation in MRI with Cubical Persistent Homology Anton François Raphael Tinarrage 3DV 12 1 0 02 Jan 2024
Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction Zachary Schwehr Sriman Achanta 19 1 0 31 Dec 2023
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder Md Motiur Rahman Shiva Shokouhmand Smriti Bhatt M. Faezipour MedIm 19 13 0 30 Oct 2023
Whole-brain radiomics for clustered federated personalization in brain tumor segmentation Matthis Manthe Stefan Duffner Carole Lartizien FedML 22 2 0 17 Oct 2023
Fetal-BET: Brain Extraction Tool for Fetal MRI Razieh Faghihpirayesh Davood Karimi Deniz Erdoğmuş Ali Gholipour 18 4 0 02 Oct 2023
AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net Matthias Hadlich Zdravko Marinov Rainer Stiefelhagen 9 2 0 21 Sep 2023
Prediction of Diblock Copolymer Morphology via Machine Learning Hyun Park Boyuan Yu Juhae Park Ge Sun E. Tajkhorshid J. Pablo Ludwig Schneider AI4CE 17 1 0 31 Aug 2023
Tumor-Centered Patching for Enhanced Medical Image Segmentation Mutyyba Asghar A. R. Shahid Akhtar Jamil K. Aftab S. Enam 16 1 0 23 Aug 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 9 8 0 14 Aug 2023
Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion C. Ugwu S. Casarin O. Lanz 11 0 0 24 Jul 2023
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor Yu-Jen Chen Xinrong Hu Yi Shi Tsung-Yi Ho 26 6 0 26 Jun 2023
A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation Yu-Jen Chen Yi Shi Tsung-Yi Ho 20 0 0 08 Jun 2023
Squeeze Excitation Embedded Attention UNet for Brain Tumor Segmentation G. Prasanna John Rohit Ernest G. Lalitha Sathiya Narayanan 13 3 0 13 May 2023
Topology-Aware Focal Loss for 3D Image Segmentation Andac Demir Elie Massaad B. Kiziltan 18 8 0 24 Apr 2023
Continuous U-Net: Faster, Greater and Noiseless Chunyang Cheng Christina Runkel Lihao Liu Raymond H. F. Chan Carola-Bibiane Schönlieb Angelica I Aviles-Rivero SSeg 24 9 0 01 Feb 2023
Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model Satoshi Kondo Satoshi Kasai 12 1 0 24 Aug 2022
Voxels Intersecting along Orthogonal Levels Attention U-Net for Intracerebral Haemorrhage Segmentation in Head CT Qinghui Liu B. MacIntosh Till Schellhorn Karoline Skogen K. Emblem A. Bjørnerud 12 5 0 12 Aug 2022
High-Resolution Swin Transformer for Automatic Medical Image Segmentation Chen Wei Shenghan Ren Kaitai Guo Haihong Hu Jimin Liang ViT OOD MedIm 4 36 0 23 Jul 2022
Large-Kernel Attention for 3D Medical Image Segmentation Hao Li Yang Nan Javier Del Ser Guang Yang MedIm 22 22 0 19 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 16 62 0 15 Jul 2022
FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy André Ferreira Jianning Li Kelsey L. Pomykala Jens Kleesiek Victor Alves Jan Egger MedIm 8 23 0 04 Jul 2022
Negligible effect of brain MRI data preprocessing for tumor segmentation E. Kondrateva Polina Druzhinina A. Dalechina S. Zolotova A. Golanov B. Shirokikh Mikhail Belyaev Anvar Kurmukov 18 3 0 11 Apr 2022
Artificial Intelligence Solution for Effective Treatment Planning for Glioblastoma Patients Vikram Goddla 8 0 0 09 Mar 2022