Showing 1–20 of 70 results
/ Date/ Name
Dec 22, 2017A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend DesignSep 18, 2021Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence ImagingAug 20, 2023Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based SignaturesNov 9, 2018Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional NetworksSep 11, 2019Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer DetectionDec 5, 2020Development and Characterization of a Chest CT AtlasSep 8, 2023Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements IntegrationSep 30, 2023DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable ConvolutionSep 28, 2022UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical SegmentationAug 21, 2025Fine-grained Multi-class Nuclei Segmentation with Molecular-empowered All-in-SAM ModelMay 26, 2025Spatially-Adaptive Gradient Re-parameterization for 3D Large Kernel OptimizationJul 19, 2021Compound Figure Separation of Biomedical Images with Side LossNov 10, 2018Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised LearningFeb 21, 2019Lung Cancer Detection using Co-learning from Chest CT Images and Clinical DemographicsMar 28, 20193D Whole Brain Segmentation using Spatially Localized Atlas Network TilesApr 3, 2019Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics TasksJul 1, 2023All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based FinetuningAug 10, 2023Leverage Weakly Annotation to Pixel-wise Annotation via Zero-shot Segment Anything Model for Molecular-empowered LearningMay 12, 2022Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware SegmentationDec 2, 2017Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks