| Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation | Jul 18, 2021 | Active LearningBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks | Dec 23, 2019 | Data AugmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Fully Automated Non-rigid Segmentation with Distance Regularized Level Set Evolution Initialized and Constrained by Deep-structured Inference | Jun 1, 2014 | Left Ventricle SegmentationSegmentation | —Unverified | 0 | 0 |
| Fully Automated Organ Segmentation in Male Pelvic CT Images | May 31, 2018 | Image SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks | Jun 5, 2019 | Automated Pancreas SegmentationComputed Tomography (CT) | —Unverified | 0 | 0 |
| Fully automated quantification of in vivo viscoelasticity of prostate zones using magnetic resonance elastography with Dense U-net segmentation | Jun 21, 2021 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| Segmentation of the Left Ventricle by SDD double threshold selection and CHT | Jul 21, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet | Jan 12, 2024 | Brain Tumor SegmentationSegmentation | —Unverified | 0 | 0 |
| Fully Automatic Brain Tumor Segmentation using a Normalized Gaussian Bayesian Classifier and 3D Fluid Vector Flow | May 1, 2019 | Brain Tumor SegmentationSegmentation | —Unverified | 0 | 0 |
| A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation | Jun 18, 2019 | Active LearningImage Segmentation | —Unverified | 0 | 0 |
| Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks | Apr 1, 2018 | Edge DetectionSegmentation | —Unverified | 0 | 0 |
| MVTec D2S: Densely Segmented Supermarket Dataset | Apr 23, 2018 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| Fully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model | Jun 19, 2018 | Image RegistrationImage Segmentation | —Unverified | 0 | 0 |
| Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI | May 26, 2017 | AnatomyHeart Segmentation | —Unverified | 0 | 0 |
| Fully Automatic Segmentation of 3D Brain Ultrasound: Learning from Coarse Annotations | Apr 18, 2019 | Segmentation | —Unverified | 0 | 0 |
| Fine-grained Metrics for Point Cloud Semantic Segmentation | Jul 31, 2024 | Point Cloud SegmentationSegmentation | —Unverified | 0 | 0 |
| Fully Automatic Segmentation of Lumbar Vertebrae from CT Images using Cascaded 3D Fully Convolutional Networks | Dec 5, 2017 | Segmentation | —Unverified | 0 | 0 |
| Fully Automatic Segmentation of Sublingual Veins from Retrained U-Net Model for Few Near Infrared Images | Dec 22, 2018 | Data AugmentationSegmentation | —Unverified | 0 | 0 |
| Fully-Automatic Synapse Prediction and Validation on a Large Data Set | Apr 11, 2016 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks | Jan 9, 2019 | Segmentation | —Unverified | 0 | 0 |
| Fully Complex-valued Fully Convolutional Multi-feature Fusion Network (FC2MFN) for Building Segmentation of InSAR images | Dec 14, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Fully Connected Deep Structured Networks | Mar 9, 2015 | General Classificationimage-classification | —Unverified | 0 | 0 |
| Fully Connected Object Proposals for Video Segmentation | Dec 1, 2015 | ObjectSegmentation | —Unverified | 0 | 0 |
| A Soft STAPLE Algorithm Combined with Anatomical Knowledge | Oct 26, 2019 | Segmentation | —Unverified | 0 | 0 |
| Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis | Dec 29, 2020 | Segmentation | —Unverified | 0 | 0 |
| Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers | Jan 16, 2018 | Cardiac SegmentationDiagnostic | —Unverified | 0 | 0 |
| Fully Convolutional Networks for Automatically Generating Image Masks to Train Mask R-CNN | Mar 3, 2020 | Objectobject-detection | —Unverified | 0 | 0 |
| A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers | Jan 8, 2022 | Image ClassificationSegmentation | —Unverified | 0 | 0 |
| ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation | Dec 13, 2023 | General KnowledgeImage Segmentation | —Unverified | 0 | 0 |
| Myocardial Segmentation of Contrast Echocardiograms Using Random Forests Guided by Shape Model | Jun 19, 2018 | Segmentation | —Unverified | 0 | 0 |
| ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis | Nov 2, 2020 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 | 0 |
| Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy | Feb 7, 2019 | DecoderSegmentation | —Unverified | 0 | 0 |
| Fully Convolutional Neural Networks for Crowd Segmentation | Nov 17, 2014 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images | Nov 21, 2017 | Segmentation | —Unverified | 0 | 0 |
| A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning | Aug 15, 2019 | Multi-Task LearningOptical Character Recognition (OCR) | —Unverified | 0 | 0 |
| Fully Hyperbolic Convolutional Neural Networks | May 24, 2019 | Depth EstimationGeneral Classification | —Unverified | 0 | 0 |
| Fully Self-Supervised Learning for Semantic Segmentation | Feb 24, 2022 | ClusteringSegmentation | —Unverified | 0 | 0 |
| Fully Transformer Networks for Semantic Image Segmentation | Jun 8, 2021 | DecoderFace Parsing | —Unverified | 0 | 0 |
| Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues | Apr 3, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Myocardial Segmentation of Late Gadolinium Enhanced MR Images by Propagation of Contours from Cine MR Images | May 21, 2022 | Segmentation | —Unverified | 0 | 0 |
| Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images | May 24, 2019 | Kidney FunctionSegmentation | —Unverified | 0 | 0 |
| FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images | Feb 10, 2025 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| Fundus Image Analysis for Age Related Macular Degeneration: ADAM-2020 Challenge Report | Sep 3, 2020 | Fovea DetectionOptic Disc Segmentation | —Unverified | 0 | 0 |
| A Simple HMM with Self-Supervised Representations for Phone Segmentation | Sep 15, 2024 | SegmentationSelf-Supervised Learning | —Unverified | 0 | 0 |
| FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation | Feb 16, 2022 | Optical Flow EstimationSegmentation | —Unverified | 0 | 0 |
| Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation | Sep 16, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Fused Text Segmentation Networks for Multi-oriented Scene Text Detection | Sep 11, 2017 | Multi-Oriented Scene Text Detectionobject-detection | —Unverified | 0 | 0 |
| FUSeg: The Foot Ulcer Segmentation Challenge | Jan 2, 2022 | Segmentation | —Unverified | 0 | 0 |
| A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation | Mar 23, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Fusing Hierarchical Convolutional Features for Human Body Segmentation and Clothing Fashion Classification | Mar 9, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |