Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images

11 January 2022

Papers citing "Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images"

23 / 23 papers shown

Title
3D Medical Imaging Segmentation on Non-Contrast CT Canxuan Gang Yuhan Peng 48 0 0 11 Mar 2025
SurvCORN: Survival Analysis with Conditional Ordinal Ranking Neural Network Muhammad Ridzuan Numan Saeed F. Maani Karthik Nandakumar Mohammad Yaqub CML 50 0 0 30 Sep 2024
Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer Mikko Saukkoriipi J. Sahlsten J. Jaskari Lotta Orasmaa J. Kangas ... A. Makitie Mohamed Naser Clifton Fuller Benjamin H. Kann K. Kaski 26 2 0 10 Sep 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 31 0 0 17 Jun 2024
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models H. Malik Numan Saeed Asif Hanif Muzammal Naseer Mohammad Yaqub Salman Khan F. Khan 48 0 0 12 Jun 2024
A review of deep learning-based information fusion techniques for multimodal medical image classification Yi-Hsuan Li Mostafa EL HABIB DAHO Pierre-Henri Conze Rachid Zeghlache Hugo Le Boité R. Tadayoni B. Cochener M. Lamard G. Quellec 25 30 0 23 Apr 2024
PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation Nada Saadi Numan Saeed Mohammad Yaqub Karthik Nandakumar MedIm 33 0 0 21 Apr 2024
Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies Monika Górka Daniel Jaworek Marek Wodzinski 19 0 0 15 Apr 2024
HuLP: Human-in-the-Loop for Prognosis Muhammad Ridzuan Mai Kassem Numan Saeed I. Sobirov Mohammad Yaqub 53 1 0 19 Mar 2024
Decentralized Gossip Mutual Learning (GML) for automatic head and neck tumor segmentation Jingyun Chen Yading Yuan FedML 18 0 0 11 Jan 2024
Look Ma, no code: fine tuning nnU-Net for the AutoPET II challenge by only adjusting its JSON plans Fabian Isensee Klaus H. Maier-Hein 14 2 0 24 Sep 2023
Merging-Diverging Hybrid Transformer Networks for Survival Prediction in Head and Neck Cancer Mingyuan Meng Lei Bi M. Fulham Da-wei Feng Jinman Kim ViT MedIm 14 8 0 07 Jul 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence I. Sobirov 8 0 0 31 May 2023
Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients Ángel Víctor Juanco-Müller João F. C. Mota K. Goatman C. Hoogendoorn 17 1 0 17 Apr 2023
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images Gary Y. Li Junyu Chen Se-In Jang Kuang Gong Quanzheng Li ViT MedIm 28 14 0 08 Feb 2023
Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT images Hui Xu Yi-hong Li Wei Zhao G. Quellec Lijun Lu M. Hatt 8 3 0 18 Nov 2022
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation Zhengyong Huang Sijuan Zou Guoshuai Wang Zixiang Chen Hao Shen ... Haining Wang Dong Liang Tianye Niu Xiaohua Zhu Zhanli Hu 27 7 0 04 Nov 2022
Multi-Scale Fusion Methodologies for Head and Neck Tumor Segmentation Abhishek Srivastava Debesh Jha B. Aydogan Mohamed E.Abazeed Ulas Bagci 23 2 0 29 Oct 2022
Automated head and neck tumor segmentation from 3D PET/CT Andriy Myronenko M. R. Siddiquee Dong Yang Yufan He Daguang Xu 36 18 0 22 Sep 2022
Slice-by-slice deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for spatial uncertainty on FDG PET and CT images A. De Biase N. Sijtsema L. V. van Dijk J. Langendijk P. V. van Ooijen 24 19 0 04 Jul 2022
An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data Numan Saeed Roba Al Majzoub I. Sobirov Mohammad Yaqub 9 25 0 25 Feb 2022
Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks F. Yousefirizi I. Janzen Natalia Dubljevic Yueh-En Liu Chloe Hill Calum MacAulay Arman Rahmim 8 5 0 16 Feb 2022
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention Emmanuelle Bourigault Daniel R. McGowan A. Mehranian Bartlomiej W. Papie.z 33 22 0 06 Nov 2021