| Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration | Jul 14, 2020 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis | Aug 19, 2019 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data | May 1, 2023 | Decision MakingLung Nodule Segmentation | CodeCode Available | 1 | 5 |
| Road Extraction by Deep Residual U-Net | Nov 29, 2017 | Lesion SegmentationLung Nodule Segmentation | CodeCode Available | 1 | 5 |
| U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation | Mar 20, 2020 | Computed Tomography (CT)Decoder | CodeCode Available | 1 | 5 |
| Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention | Oct 24, 2021 | Lung Nodule SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Lung-DDPM: Semantic Layout-guided Diffusion Models for Thoracic CT Image Synthesis | Feb 21, 2025 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Lung Nodule Segmentation and Uncertain Region Prediction with an Uncertainty-Aware Attention Mechanism | Mar 15, 2023 | Lung Nodule SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization | Jul 28, 2023 | Cardiac SegmentationLung Nodule Segmentation | CodeCode Available | 0 | 5 |
| A Unified Multi-Scale Attention-Based Network for Automatic 3D Segmentation of Lung Parenchyma & Nodules In Thoracic CT Images | May 23, 2025 | DecoderLung Nodule Segmentation | CodeCode Available | 0 | 5 |
| iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network | Nov 30, 2018 | Interactive SegmentationLung Nodule Segmentation | CodeCode Available | 0 | 5 |
| Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation | Feb 20, 2018 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Level set image segmentation with velocity term learned from data with applications to lung nodule segmentation | Oct 8, 2019 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 | 5 |
| INCEPTNET: Precise And Early Disease Detection Application For Medical Images Analyses | Sep 5, 2023 | Cell DetectionLesion Segmentation | CodeCode Available | 0 | 5 |
| Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning | Dec 31, 2019 | Lung Nodule SegmentationSegmentation | —Unverified | 0 | 0 |
| Advanced Lung Nodule Segmentation and Classification for Early Detection of Lung Cancer using SAM and Transfer Learning | Dec 31, 2024 | Lung Cancer DiagnosisLung Nodule Segmentation | —Unverified | 0 | 0 |
| AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation | Oct 11, 2021 | Computed Tomography (CT)Lung Nodule Detection | —Unverified | 0 | 0 |
| Detection-Guided Deep Learning-Based Model with Spatial Regularization for Lung Nodule Segmentation | Oct 26, 2024 | Computed Tomography (CT)Lung Nodule Segmentation | —Unverified | 0 | 0 |
| Dual-branch residual network for lung nodule segmentation | May 21, 2019 | Computed Tomography (CT)Lung Nodule Segmentation | —Unverified | 0 | 0 |
| Evaluating Utility of Memory Efficient Medical Image Generation: A Study on Lung Nodule Segmentation | Oct 16, 2024 | DenoisingImage Generation | —Unverified | 0 | 0 |
| Filter sharing: Efficient learning of parameters for volumetric convolutions | Dec 8, 2016 | Lung Nodule Segmentation | —Unverified | 0 | 0 |
| Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks | Jul 13, 2023 | DecoderLung Cancer Diagnosis | —Unverified | 0 | 0 |
| Hierarchical Object-Centric Learning with Capsule Networks | May 30, 2024 | Computational EfficiencyLung Nodule Segmentation | —Unverified | 0 | 0 |
| Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction | Feb 10, 2018 | AttributeComputed Tomography (CT) | —Unverified | 0 | 0 |
