Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Woodland, McKell, Patel, Nihil, Castelo, Austin, Taie, Mais Al, Eltaher, Mohamed, Yung, Joshua P., Netherton, Tucker J., Calderone, Tiffany L., Sanchez, Jessica I., Cleere, Darrel W., Elsaiey, Ahmed, Gupta, Nakul, Victor, David, Beretta, Laura, Patel, Ankit B., Brock, Kristy K. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend
by: Woodland, McKell, et al.
Published: (2023)
by: Woodland, McKell, et al.
Published: (2023)
Uncertainty‐guided test‐time optimization for personalizing segmentation models in longitudinal medical imaging
by: Jaehee Chun, et al.
Published: (2025)
by: Jaehee Chun, et al.
Published: (2025)
Exploring Divergent Electrodiagnostic and Sonographic Findings in Patients With Suspected Carpal Tunnel Syndrome: Role of Median Nerve Cross‐Sectional Area
by: Nathan J. Savage, et al.
Published: (2025)
by: Nathan J. Savage, et al.
Published: (2025)
Sonographic Measurement of Median Nerve Cross‐Sectional Area to Determine Severity of Carpal Tunnel Syndrome
by: Nathan J. Savage, et al.
Published: (2024)
by: Nathan J. Savage, et al.
Published: (2024)
Panorama: Fast-Track Nearest Neighbors
by: Ramani, Vansh, et al.
Published: (2025)
by: Ramani, Vansh, et al.
Published: (2025)
Cyber Intrusion Detection using K-Nearest Neighbors and Logistic Regression
by: Soni, Ankit Kumar
Published: (2026)
by: Soni, Ankit Kumar
Published: (2026)
Nearest Neighbor Dirichlet Mixtures
by: Chattopadhyay, Shounak, et al.
Published: (2020)
by: Chattopadhyay, Shounak, et al.
Published: (2020)
Nearest Neighbor Representations of Neurons
by: Kilic, Kordag Mehmet, et al.
Published: (2024)
by: Kilic, Kordag Mehmet, et al.
Published: (2024)
Synthesis, Characterization, DFT, Molecular Docking, and Admet Studies of Novel Quinolin‐Chalcone Scaffolds as Potential in Antibacterial and Anticancer Agents
by: Ankit Patel, et al.
Published: (2025)
by: Ankit Patel, et al.
Published: (2025)
REDES TRANSNACIONALES: RED URUGUAY ENCUENTRO. NUEVO ESPACIO TECNOLÓGICO, GEOGRÁFICO Y SOCIAL
by: Mauricio Nihil Olivera
Published: (2013)
by: Mauricio Nihil Olivera
Published: (2013)
Experiencias y desafíos de la educación obligatoria en línea. Pandemia y enseñanza media en Chile y Uruguay
by: Mauricio Nihil Olivera
Published: (2022)
by: Mauricio Nihil Olivera
Published: (2022)
Nearest Neighbor Representations of Neural Circuits
by: Kilic, Kordag Mehmet, et al.
Published: (2024)
by: Kilic, Kordag Mehmet, et al.
Published: (2024)
Online Consistency of the Nearest Neighbor Rule
by: Dasgupta, Sanjoy, et al.
Published: (2024)
by: Dasgupta, Sanjoy, et al.
Published: (2024)
Variational Nearest Neighbor Gaussian Process
by: Wu, Luhuan, et al.
Published: (2022)
by: Wu, Luhuan, et al.
Published: (2022)
Attention Via Convolutional Nearest Neighbors
by: Kang, Mingi, et al.
Published: (2025)
by: Kang, Mingi, et al.
Published: (2025)
Clustering the Nearest Neighbor Gaussian Process
by: Crisp, Ashlynn, et al.
Published: (2025)
by: Crisp, Ashlynn, et al.
Published: (2025)
Nearest Neighbor Complexity and Boolean Circuits
by: DiCicco, Mason, et al.
Published: (2024)
by: DiCicco, Mason, et al.
Published: (2024)
Clustering the Nearest Neighbor Gaussian Process
by: Ashlynn Crisp, et al.
Published: (2026)
by: Ashlynn Crisp, et al.
Published: (2026)
Effectiveness of Differentiated Instruction in the Reading Comprehension Level of Grade-11 Senior High School Students
by: Ocampo, Darrel
Published: (2025)
by: Ocampo, Darrel
Published: (2025)
Lyapunov stability analysis and FIL implementation for boundary‐based hybrid controller in boost converter
by: Hardik Patel, et al.
Published: (2024)
by: Hardik Patel, et al.
Published: (2024)
Binaural Signal Matching with Wearable Arrays for Near-Field Sources and Directional Focus
by: Goldring, Sapir, et al.
Published: (2025)
by: Goldring, Sapir, et al.
Published: (2025)
Nearest-Neighbor Density Estimation for Dependency Suppression
by: Anderson, Kathleen, et al.
Published: (2026)
by: Anderson, Kathleen, et al.
Published: (2026)
Fast and Multiphase Rates for Nearest Neighbor Classifiers
by: Yang, Pengkun, et al.
Published: (2023)
by: Yang, Pengkun, et al.
Published: (2023)
Differentiable Folding for Nearest Neighbor Model Optimization
by: Krueger, Ryan K., et al.
Published: (2025)
by: Krueger, Ryan K., et al.
Published: (2025)
SVD Provably Denoises Nearest Neighbor Data
by: Kannan, Ravindran, et al.
Published: (2026)
by: Kannan, Ravindran, et al.
Published: (2026)
Nearest Neighbor Sampling for Covariate Shift Adaptation
by: Portier, François, et al.
Published: (2023)
by: Portier, François, et al.
Published: (2023)
Varentropy Estimation via Nearest Neighbor Graphs
by: Leonenko, Nikolai, et al.
Published: (2024)
by: Leonenko, Nikolai, et al.
Published: (2024)
Nearest Neighbor Normalization Improves Multimodal Retrieval
by: Chowdhury, Neil, et al.
Published: (2024)
by: Chowdhury, Neil, et al.
Published: (2024)
Nearest-Neighbor Radii under Dependent Sampling
by: Gao, Yuanyuan, et al.
Published: (2026)
by: Gao, Yuanyuan, et al.
Published: (2026)
Beyond Nearest Neighbor Interpolation in Data Augmentation
by: Rukundo, Olivier
Published: (2025)
by: Rukundo, Olivier
Published: (2025)
Nearest Neighbor Projection Removal Adversarial Training
by: Singh, Himanshu, et al.
Published: (2025)
by: Singh, Himanshu, et al.
Published: (2025)
Explaining the Success of Nearest Neighbor Methods in Prediction
by: Chen, George H., et al.
Published: (2025)
by: Chen, George H., et al.
Published: (2025)
Adaptively-weighted Nearest Neighbors for Matrix Completion
by: Sadhukhan, Tathagata, et al.
Published: (2025)
by: Sadhukhan, Tathagata, et al.
Published: (2025)
Quantum Sketches, Hashing, and Approximate Nearest Neighbors
by: Hashemian, Sajjad
Published: (2026)
by: Hashemian, Sajjad
Published: (2026)
Nearest Neighbor Multivariate Time Series Forecasting
by: Zhang, Huiliang, et al.
Published: (2025)
by: Zhang, Huiliang, et al.
Published: (2025)
On adversarial training and the 1 Nearest Neighbor classifier
by: Hagai, Amir, et al.
Published: (2024)
by: Hagai, Amir, et al.
Published: (2024)
Minimax Optimal Q Learning with Nearest Neighbors
by: Zhao, Puning, et al.
Published: (2023)
by: Zhao, Puning, et al.
Published: (2023)
Learnability with Partial Labels and Adaptive Nearest Neighbors
by: Errandonea, Nicolas A., et al.
Published: (2026)
by: Errandonea, Nicolas A., et al.
Published: (2026)
Approximate Nearest Neighbor Search with Window Filters
by: Engels, Joshua, et al.
Published: (2024)
by: Engels, Joshua, et al.
Published: (2024)
Nearest Neighbor Classification for Classical Image Upsampling
by: Matthews, Evan, et al.
Published: (2024)
by: Matthews, Evan, et al.
Published: (2024)
Similar Items
-
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend
by: Woodland, McKell, et al.
Published: (2023) -
Uncertainty‐guided test‐time optimization for personalizing segmentation models in longitudinal medical imaging
by: Jaehee Chun, et al.
Published: (2025) -
Exploring Divergent Electrodiagnostic and Sonographic Findings in Patients With Suspected Carpal Tunnel Syndrome: Role of Median Nerve Cross‐Sectional Area
by: Nathan J. Savage, et al.
Published: (2025) -
Sonographic Measurement of Median Nerve Cross‐Sectional Area to Determine Severity of Carpal Tunnel Syndrome
by: Nathan J. Savage, et al.
Published: (2024) -
Panorama: Fast-Track Nearest Neighbors
by: Ramani, Vansh, et al.
Published: (2025)