Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting
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2022 |
Liu, Lihao |
Faster Diffusion Cardiac MRI with Deep Learning-Based Breath Hold Reduction
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2022 |
Tänzer, Michael |
Preoperative CT and Intraoperative CBCT Image Registration and Evaluation in Robotic Cochlear Implant Surgery
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2022 |
Lu, Chenxi |
Attention-Fused CNN Model Compression with Knowledge Distillation for Brain Tumor Segmentation
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2022 |
Xu, Pengcheng |
Joint Learning with Local and Global Consistency for Improved Medical Image Segmentation
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2022 |
Ahamed, Md. Atik |
Utility of Equivariant Message Passing in Cortical Mesh Segmentation
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2022 |
Unyi, Dániel |
Polyp2Seg: Improved Polyp Segmentation with Vision Transformer
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2022 |
Mandujano-Cornejo, Vittorino |
A Generative Framework for Predicting Myocardial Strain from Cine-Cardiac Magnetic Resonance Imaging
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2022 |
Cheng, Nina |
From Astronomy to Histology: Adapting the FellWalker Algorithm to Deep Nuclear Instance Segmentation
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2022 |
Yeung, Michael |
Low-Effort Re-identification Techniques Based on Medical Imagery Threaten Patient Privacy
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2022 |
Esmeral, Laura Carolina Martínez |
Large-Scale Patch-Wise Pathological Image Feature Dataset with a Hardware-agnostic Feature Extraction Tool
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2022 |
Zhu, Zheyu |
Predicting Myocardial Infarction Using Retinal OCT Imaging
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2022 |
Maldonado García, Cynthia |
Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification
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2022 |
Lucieri, Adriano |
Spatiotemporal Attention Constrained Deep Learning Framework for Dual-Tracer PET Imaging
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2022 |
Lian, Dankun |
CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection
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2022 |
Wagner, Royden |
Recursive Deformable Image Registration Network with Mutual Attention
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2022 |
Zheng, Jian-Qing |
Lung Segmentation Using ResUnet++ Powered by Variational Auto Encoder-Based Enhancement in Chest X-ray Images
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2022 |
Ibrahim, Samar |
LKAU-Net: 3D Large-Kernel Attention-Based U-Net for Automatic MRI Brain Tumor Segmentation
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2022 |
Li, Hao |
Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-rays
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2022 |
Ridzuan, Muhammad |
Thigh and Calf Muscles Segmentation Using Ensemble of Patch-Based Deep Convolutional Neural Network on Whole-Body Water-Fat MRI
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2022 |
Gong, Zhendi |