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08/15/2023
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
Medical Image Segmentation is crucial in various clinical applications w...
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08/08/2023
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining
Noisy labels hurt deep learning-based supervised image classification pe...
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06/21/2023
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks
Acquiring properly annotated data is expensive in the medical field as i...
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04/11/2023
Deep-learning assisted detection and quantification of (oo)cysts of Giardia and Cryptosporidium on smartphone microscopy images
The consumption of microbial-contaminated food and water is responsible ...
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10/11/2022
COVID-19-related Nepali Tweets Classification in a Low Resource Setting
Billions of people across the globe have been using social media platfor...
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07/31/2022
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation
Supervised deep learning methods for semantic medical image segmentation...
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05/12/2021
Label Geometry Aware Discriminator for Conditional Generative Networks
Multi-domain image-to-image translation with conditional Generative Adve...
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05/19/2020
Uncertainty Estimation in Deep 2D Echocardiography Segmentation
2D echocardiography is the most common imaging modality for cardiovascul...
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10/31/2019
Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression
Correct evaluation and treatment of Scoliosis require accurate estimatio...
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08/07/2019
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers
Manual estimation of fetal Head Circumference (HC) from Ultrasound (US) ...
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03/06/2019
Controlling Meshes via Curvature: Spin Transformations for Pose-Invariant Shape Processing
We investigate discrete spin transformations, a geometric framework to m...
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03/05/2019
FastReg: Fast Non-Rigid Registration via Accelerated Optimisation on the Manifold of Diffeomorphisms
We present a new approach to diffeomorphic non-rigid registration of med...
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08/02/2018
Weakly Supervised Localisation for Fetal Ultrasound Images
This paper addresses the task of detecting and localising fetal anatomic...
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07/19/2018
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers
Ultrasound (US) is the most widely used fetal imaging technique. However...
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06/19/2018
Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network
Standard scan plane detection in fetal brain ultrasound (US) forms a cru...
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06/18/2018
Fast Multiple Landmark Localisation Using a Patch-based Iterative Network
We propose a new Patch-based Iterative Network (PIN) for fast and accura...
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06/01/2018
Oversegmenting Graphs
We propose a novel method to adapt a graph to image data. The method dri...
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05/02/2018
Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
Pose estimation, i.e. predicting a 3D rigid transformation with respect ...
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09/19/2017
