| Dec 01, 2022 | About Us: "I would like to convert my research into a useful tool for clinicians." - Center for Artificial Intelligence in Medicine (CAIM) |
| Nov 16, 2022 | Paper Summary: Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations |
| Nov 03, 2022 | Paper Summary: Volumetric memory network for interactive medical image segmentation |
| Oct 19, 2022 | Paper Summary: Calibrating Segmentation Networks with Margin Based Label Smoothing |
| Oct 05, 2022 | Paper Summary: Diffusion models beat GANs on Image Synthesis |
| Sep 07, 2022 | Paper Summary: RadImageNet: An open radiologic deep learning research dataset for effective transfer learning |
| Aug 24, 2022 | Paper Summary: Interpretability-guided inductive bias for deep learning based medical image |
| Aug 10, 2022 | Paper Summary: Active learning by Feature mixing |
| Jun 29, 2022 | Paper Summary: AMINN: Autoencoder-Based Multiple Instance Neural Network Improves Outcome Prediction in Multifocal Liver Metastases |
| Jun 16, 2022 | Paper Summary: UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation |
| Jun 01, 2022 | Paper Summary: On the Fairness of Disentangled Representations |
| May 18, 2022 | Paper Summary: Robust and generalizable visual representation learning via random convolutions |
| Apr 20, 2022 | Paper Summary: Label fusion and training methods for reliable representation of inter-rater uncertainty |
| Apr 06, 2022 | Paper Summary: Do Explanations Explain? Model Knows Best |
| Mar 23, 2022 | Paper Summary: Learning Debiased and Disentangled Representations for Semantic Segmentation |
| Mar 09, 2022 | Paper Summary: Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data |
| Mar 02, 2022 | Paper Summary: Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation |
| Feb 09, 2022 | Paper Summary: Understanding and Visualizing Generalization in UNets |
| Jan 26, 2022 | Paper Summary: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift |