Medical Imaging

Self-supervised pretraining in the wild imparts image acquisition robustness to medical image transformers: an application to lung cancer segmentation MIDL 2024 Semi-Supervised Segmentation via Embedding Matching MIDL 2024 SepVAE: a contrastive VAE to separate pathological patterns from healthy ones MIDL 2024 Shape of my heart: Cardiac models through learned signed distance functions MIDL 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 SINR: Spline-enhanced implicit neural representation for multi-modal registration MIDL 2024 Skin Malignancy Classification Using Patients’ Skin Images and Meta-data: Multimodal Fusion for Improving Fairness MIDL 2024 Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NeurIPS 2024 Snuffy: Efficient Whole Slide Image Classifier ECCV 2024 Sparse Bayesian Deep Learning for Cross Domain Medical Image Reconstruction AAAI 2024 Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction Interspeech 2024 SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NeurIPS 2024 SPGNet: A Shape-prior Guided Network for Medical Image Segmentation IJCAI 2024 SPZ: A Semantic Perturbation-based Data Augmentation Method with Zonal-Mixing for Alzheimer’s Disease Detection ACL 2024 SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution NeurIPS 2024 Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics NeurIPS 2024 Statistical Test for Attention Maps in Vision Transformers ICML 2024 STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics NeurIPS 2024 Stochastic Kernel Regularisation Improves Generalisation in Deep Kernel Machines NeurIPS 2024 Structure-Aware Sparse-View X-ray 3D Reconstruction CVPR 2024 Subsurface Scattering for Gaussian Splatting NeurIPS 2024 SuperJunction: Learning-Based Junction Detection for Retinal Image Registration AAAI 2024 Supervised Anomaly Detection for Complex Industrial Images CVPR 2024 SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation AAAI 2024 SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation WACV 2024