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