One-shot skill assessment in high-stakes domains with limited data via meta learning
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Yanik, Erim, Schwaitzberg, Steven, Yang, Gene, Intes, Xavier, Norfleet, Jack, Hackett, Matthew, De, Suvranu |
|---|---|
| Format: | Preprint |
| Publié: |
2022
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Cognitive-Motor Integration in Assessing Bimanual Motor Skills
par: Yanik, Erim, et autres
Publié: (2024)
par: Yanik, Erim, et autres
Publié: (2024)
End-to-End Deep Learning for Real-Time Neuroimaging-Based Assessment of Bimanual Motor Skills
par: Subedi, Aseem, et autres
Publié: (2025)
par: Subedi, Aseem, et autres
Publié: (2025)
Dynamic directed functional connectivity as a neural biomarker for objective motor skill assessment
par: Kamat, Anil, et autres
Publié: (2025)
par: Kamat, Anil, et autres
Publié: (2025)
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention
par: Kamat, Anil, et autres
Publié: (2025)
par: Kamat, Anil, et autres
Publié: (2025)
Rethinking domain generalization in medical image segmentation: One image as one domain
par: Hong, Jin, et autres
Publié: (2025)
par: Hong, Jin, et autres
Publié: (2025)
Unrolling Plug-and-Play Gradient Graph Laplacian Regularizer for Image Restoration
par: Cai, Jianghe, et autres
Publié: (2024)
par: Cai, Jianghe, et autres
Publié: (2024)
Compressing Recurrent Neural Networks for FPGA-accelerated Implementation in Fluorescence Lifetime Imaging
par: Erbas, Ismail, et autres
Publié: (2024)
par: Erbas, Ismail, et autres
Publié: (2024)
Deep Learning for Video-Based Assessment of Endotracheal Intubation Skills
par: Ainam, Jean-Paul, et autres
Publié: (2024)
par: Ainam, Jean-Paul, et autres
Publié: (2024)
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis
par: Ozkan, Ece, et autres
Publié: (2023)
par: Ozkan, Ece, et autres
Publié: (2023)
Enhancing Fluorescence Lifetime Parameter Estimation Accuracy with Differential Transformer Based Deep Learning Model Incorporating Pixelwise Instrument Response Function
par: Erbas, Ismail, et autres
Publié: (2024)
par: Erbas, Ismail, et autres
Publié: (2024)
Quality assessment of brain structural MR images: Comparing generalization of deep learning versus hand-crafted feature-based machine learning methods to new sites
par: Kaur, Prabhjot, et autres
Publié: (2026)
par: Kaur, Prabhjot, et autres
Publié: (2026)
Hint: hierarchical inter-frame correlation for one-shot point cloud sequence compression
par: Gao, Yuchen, et autres
Publié: (2025)
par: Gao, Yuchen, et autres
Publié: (2025)
General and Domain-Specific Zero-shot Detection of Generated Images via Conditional Likelihood
par: Betser, Roy, et autres
Publié: (2025)
par: Betser, Roy, et autres
Publié: (2025)
Mixed Graph Signal Analysis of Joint Image Denoising / Interpolation
par: Viswarupan, Niruhan, et autres
Publié: (2023)
par: Viswarupan, Niruhan, et autres
Publié: (2023)
Microwave lymphedema assessment using deep learning with contour assisted backprojection
par: Chang, Yuyi, et autres
Publié: (2024)
par: Chang, Yuyi, et autres
Publié: (2024)
Airway Skill Assessment with Spatiotemporal Attention Mechanisms Using Human Gaze
par: Ainam, Jean-Paul, et autres
Publié: (2025)
par: Ainam, Jean-Paul, et autres
Publié: (2025)
Generative Diffusion Model Bootstraps Zero-shot Classification of Fetal Ultrasound Images In Underrepresented African Populations
par: Wang, Fangyijie, et autres
Publié: (2024)
par: Wang, Fangyijie, et autres
Publié: (2024)
Generative Data-engine Foundation Model for Universal Few-shot 2D Vascular Image Segmentation
par: Ge, Rongjun, et autres
Publié: (2026)
par: Ge, Rongjun, et autres
Publié: (2026)
Combining Progressive Image Compression and Random Access in DNA Data Storage
par: Pic, Xavier, et autres
Publié: (2025)
par: Pic, Xavier, et autres
Publié: (2025)
What limits performance of weakly supervised deep learning for chest CT classification?
par: Tushar, Fakrul Islam, et autres
Publié: (2024)
par: Tushar, Fakrul Islam, et autres
Publié: (2024)
Breaking the Barriers of One-to-One Usage of Implicit Neural Representation in Image Compression: A Linear Combination Approach with Performance Guarantees
par: Sanjeet, Sai, et autres
Publié: (2024)
par: Sanjeet, Sai, et autres
Publié: (2024)
Sparse-view Signal-domain Photoacoustic Tomography Reconstruction Method Based on Neural Representation
par: Yao, Bowei, et autres
Publié: (2024)
par: Yao, Bowei, et autres
Publié: (2024)
nnSAM2: nnUNet-Enhanced One-Prompt SAM2 for Few-shot Multi-Modality Segmentation and Composition Analysis of Lumbar Paraspinal Muscles
par: Zhang, Zhongyi, et autres
Publié: (2025)
par: Zhang, Zhongyi, et autres
Publié: (2025)
Deep learning-based spatio-temporal fusion for high-fidelity ultra-high-speed x-ray radiography
par: Tang, Songyuan, et autres
Publié: (2024)
par: Tang, Songyuan, et autres
Publié: (2024)
Language-Free Generative Editing from One Visual Example
par: Elezabi, Omar, et autres
Publié: (2026)
par: Elezabi, Omar, et autres
Publié: (2026)
All-in-One Deep Learning Framework for MR Image Reconstruction
par: Jeong, Geunu, et autres
Publié: (2024)
par: Jeong, Geunu, et autres
Publié: (2024)
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study
par: Despotovic, Vladimir, et autres
Publié: (2023)
par: Despotovic, Vladimir, et autres
Publié: (2023)
A Versatile Optical Frontend for Multicolor Fluorescence Imaging with Miniaturized Lensless Sensors
par: Harris, Lukas, et autres
Publié: (2025)
par: Harris, Lukas, et autres
Publié: (2025)
A 3D deep learning classifier and its explainability when assessing coronary artery disease
par: Cheung, Wing Keung, et autres
Publié: (2023)
par: Cheung, Wing Keung, et autres
Publié: (2023)
SI-FID: Only One Objective Indicator for Evaluating Stitched Images
par: Zhang, Xinrui, et autres
Publié: (2024)
par: Zhang, Xinrui, et autres
Publié: (2024)
Wide-field high-resolution microscopy via high-speed galvo scanning and real-time mosaicking
par: Huang, Ziyi, et autres
Publié: (2026)
par: Huang, Ziyi, et autres
Publié: (2026)
Semi-supervised learning towards automated segmentation of PET images with limited annotations: Application to lymphoma patients
par: Yousefirizi, Fereshteh, et autres
Publié: (2022)
par: Yousefirizi, Fereshteh, et autres
Publié: (2022)
OS-FPI: A Coarse-to-Fine One-Stream Network for UAV Geo-Localization
par: Chen, Jiahao, et autres
Publié: (2024)
par: Chen, Jiahao, et autres
Publié: (2024)
Combined fluorescence and photoacoustic imaging of tozuleristide in muscle tissue in vitro -- toward optically-guided solid tumor surgery: feasibility studies
par: Shang, Ruibo, et autres
Publié: (2025)
par: Shang, Ruibo, et autres
Publié: (2025)
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
par: Wang, Shanshan, et autres
Publié: (2024)
par: Wang, Shanshan, et autres
Publié: (2024)
Sub-photon accuracy noise reduction of single shot coherent diffraction pattern with atomic model trained autoencoder
par: Ishikawa, Takuto, et autres
Publié: (2024)
par: Ishikawa, Takuto, et autres
Publié: (2024)
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning
par: Ayman, Ahmed
Publié: (2023)
par: Ayman, Ahmed
Publié: (2023)
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography
par: van Herten, Rudolf L. M., et autres
Publié: (2024)
par: van Herten, Rudolf L. M., et autres
Publié: (2024)
DriftDecode: One-Step Wireless Image Decoding via Drifting-Inspired Detail Recovery
par: Fu, Jingwen, et autres
Publié: (2026)
par: Fu, Jingwen, et autres
Publié: (2026)
A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer
par: Sadraoui, Aymen, et autres
Publié: (2023)
par: Sadraoui, Aymen, et autres
Publié: (2023)
Documents similaires
-
Cognitive-Motor Integration in Assessing Bimanual Motor Skills
par: Yanik, Erim, et autres
Publié: (2024) -
End-to-End Deep Learning for Real-Time Neuroimaging-Based Assessment of Bimanual Motor Skills
par: Subedi, Aseem, et autres
Publié: (2025) -
Dynamic directed functional connectivity as a neural biomarker for objective motor skill assessment
par: Kamat, Anil, et autres
Publié: (2025) -
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention
par: Kamat, Anil, et autres
Publié: (2025) -
Rethinking domain generalization in medical image segmentation: One image as one domain
par: Hong, Jin, et autres
Publié: (2025)