Shambhavi MalikinCodeXArchitectures for Medical Image Segmentation [Part 3: Residual UNet]In this article, I will try to summarise Residual UNet, its architecture, and applications. Previously, I had covered Basic UNet, 3D UNet…4 min read·Jun 27, 2021----
Shambhavi MalikinCodeXArchitectures for Medical Image Segmentation [Part 2: Attention UNet]Hey, y’all! I started writing about network architectures useful for medical image segmentation i.e3 min read·Jun 19, 2021----
Shambhavi MalikinCodeXArchitectures for Medical Image Segmentation [Part 1: UNet]Medical image segmentation is an important area in medical image analysis and is necessary for diagnosis, monitoring, and treatment. The…2 min read·Jun 15, 2021----
Shambhavi MalikinCodeX‘Synergistic Image and Feature Adaptation Towards Cross-Modality Domain Adaptation for Medical…Domain adaptation is an important topic in recent studies on deep learning, that aims to recover performance degradation when applying the…6 min read·Jun 14, 2021----
Shambhavi MalikinCodeXSaving and Loading Transformed Image Tensors in PyTorchI have been working on a Covid CT dataset from Kaggle containing 20 CT scans of patients diagnosed with COVID-19 as well as segmentation…2 min read·Apr 3, 2021--1--1