Opportunities and Challenges for Deep Learning in Brain Lesions

Opportunities and Challenges for Deep Learning in Brain Lesions

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Veröffentlicht in:International Brain Lesion Workshop (7. : 2021 : Online) Brainlesion ; Part 1
1. Verfasser: Patel, Jay (VerfasserIn)
Weitere Verfasser: Chang, Ken (VerfasserIn), Ahmed, Syed Rakin (VerfasserIn), Jang, Ikbeom (VerfasserIn), Kalpathy-Cramer, Jayashree (VerfasserIn)
Pages:1
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Sprache:eng
Veröffentlicht: 2022
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Titel Jahr Verfasser
Combining Global Information with Topological Prior for Brain Tumor Segmentation 2022 Yang, Hua
Optimization of Deep Learning Based Brain Extraction in MRI for Low Resource Environments 2022 Thakur, Siddhesh P.
Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task 2022 Peiris, Himashi
Simple and Fast Convolutional Neural Network Applied to Median Cross Sections for Predicting the Presence of MGMT Promoter Methylation in FLAIR MRI Scans 2022 Chen, Daniel Tianming
A Video Data Based Transfer Learning Approach for Classification of MGMT Status in Brain Tumor MR Images 2022 Lang, D. M.
Automatic Brain Tumor Segmentation Using Multi-scale Features and Attention Mechanism 2022 Li, Zhaopei
Brain Tumor Segmentation Using Non-local Mask R-CNN and Single Model Ensemble 2022 Dai, Zhenzhen
A Two-Phase Optimal Mass Transportation Technique for 3D Brain Tumor Detection and Segmentation 2022 Lin, Wen-Wei
Hierarchical and Global Modality Interaction for Brain Tumor Segmentation 2022 Yang, Yang
A Review of Medical Federated Learning: Applications in Oncology and Cancer Research 2022 Chowdhury, Alexander
CA-Net: Collaborative Attention Network for Multi-modal Diagnosis of Gliomas 2022 Yin, Baocai
Unet3D with Multiple Atrous Convolutions Attention Block for Brain Tumor Segmentation 2022 Akbar, Agus Subhan
Predicting Isocitrate Dehydrogenase Mutation Status in Glioma Using Structural Brain Networks and Graph Neural Networks 2022 Wei, Yiran
EMSViT: Efficient Multi Scale Vision Transformer for Biomedical Image Segmentation 2022 Sagar, Abhinav
Adaptive Unsupervised Learning with Enhanced Feature Representation for Intra-tumor Partitioning and Survival Prediction for Glioblastoma 2022 Li, Yifan
3D MRI Brain Tumour Segmentation with Autoencoder Regularization and Hausdorff Distance Loss Function 2022 Fonov, Vladimir S.
EfficientNet for Brain-Lesion Classification 2022 Trinh, Quoc-Huy
3D CMM-Net with Deeper Encoder for Semantic Segmentation of Brain Tumors in BraTS2021 Challenge 2022 Choi, Yoonseok
Multimodal Brain Tumor Segmentation Using a 3D ResUNet in BraTS 2021 2022 Pei, Linmin
Residual 3D U-Net with Localization for Brain Tumor Segmentation 2022 Demoustier, Marc
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