Buchumschlag

A Progressive Risk Formulation for Enhanced Deep Learning based Total Knee Replacement Prediction in Knee Osteoarthritis

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Rajamohan, Haresh Rengaraj, Kijowski, Richard, Cho, Kyunghyun, Deniz, Cem M.
Format:	Preprint
Veröffentlicht:	2024
Schlagworte:	Image and Video Processing Computer Vision and Pattern Recognition Quantitative Methods
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

MR-Transformer: Vision Transformer for Total Knee Replacement Prediction Using Magnetic Resonance Imaging
von: Zhang, Chaojie, et al.
Veröffentlicht: (2024)

Estimation of Time-to-Total Knee Replacement Surgery
von: Cigdem, Ozkan, et al.
Veröffentlicht: (2024)

Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement
von: Hoyer, Gabrielle, et al.
Veröffentlicht: (2025)

Progress and new challenges in image-based profiling
von: Serrano, Erik, et al.
Veröffentlicht: (2025)

Impact of Stain Variation and Color Normalization for Prognostic Predictions in Pathology
von: Siyu, et al.
Veröffentlicht: (2024)

Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy
von: Sunkara, Akshay, et al.
Veröffentlicht: (2024)

Papanicolaou Stain Unmixing for RGB Image Using Weighted Nucleus Sparsity and Total Variation Regularization
von: Gong, Nanxin, et al.
Veröffentlicht: (2025)

Self-Supervised Learning for Knee Osteoarthritis: Diagnostic Limitations and Prognostic Value of Hospital Data
von: Rajamohan, Haresh Rengaraj, et al.
Veröffentlicht: (2026)

Morphological Reconstruction of Detached Dendritic Spines via Geodesic Path Prediction
von: Jain, Sammit, et al.
Veröffentlicht: (2020)

Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning
von: Elola, Andoni, et al.
Veröffentlicht: (2024)

In-batch Relational Features Enhance Precision in An Unsupervised Medical Anomaly Detection Task
von: Githinji, P. Bilha, et al.
Veröffentlicht: (2026)

PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling
von: Zhang, Tianyi, et al.
Veröffentlicht: (2025)

Artificial Intelligence Enhanced Digital Nucleic Acid Amplification Testing for Precision Medicine and Molecular Diagnostics
von: Wei, Yuanyuan, et al.
Veröffentlicht: (2024)

Learning from Limited Multi-Phase CT: Dual-Branch Prototype-Guided Framework for Early Recurrence Prediction in HCC
von: Yu, Hsin-Pei, et al.
Veröffentlicht: (2025)

Gut decisions based on the liver: A radiomics approach to boost colorectal cancer screening
von: Hinterberger, Anna, et al.
Veröffentlicht: (2025)

Phenotype discovery of traumatic brain injury segmentations from heterogeneous multi-site data
von: Saunders, Adam M., et al.
Veröffentlicht: (2025)

Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool
von: Su, Ziyu, et al.
Veröffentlicht: (2024)

Robust CNN Multi-Nested-LSTM Framework with Compound Loss for Patch-based Multi-Push Ultrasound Shear Wave Imaging and Segmentation
von: Alam, Md. Jahin, et al.
Veröffentlicht: (2024)

Enhancing Cell Tracking with a Time-Symmetric Deep Learning Approach
von: Szabó, Gergely, et al.
Veröffentlicht: (2023)

A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data
von: Wei, Yuxiang, et al.
Veröffentlicht: (2024)

Harmonization Benchmarking Tool for Neuroimaging Datasets
von: Osika, Tom, et al.
Veröffentlicht: (2022)

Robust Glioblastoma Segmentation and Volumetry Without T2-FLAIR: External Validation of Targeted Dropout Training
von: Öchsner, Marco, et al.
Veröffentlicht: (2026)

Diffusion-Based Quality Control of Medical Image Segmentations across Organs
von: Marcianò, Vincenzo, et al.
Veröffentlicht: (2025)

Harmonization mitigates diffusion MRI scanner effects in infancy: insights from the HEALthy Brain and Childhood Development (HBCD) study
von: McMaster, Elyssa M., et al.
Veröffentlicht: (2026)

Photon Absorption Remote Sensing Virtual Histopathology: A Preliminary Exploration of Diagnostic Equivalence to Gold-Standard H&E Staining in Skin Cancer Excisional Biopsies
von: Ecclestone, Benjamin R., et al.
Veröffentlicht: (2025)

UnPuzzle: A Unified Framework for Pathology Image Analysis
von: Liao, Dankai, et al.
Veröffentlicht: (2025)

Numerical Uncertainty in Linear Registration: An Experimental Study
von: Mirhakimi, Niusha, et al.
Veröffentlicht: (2025)

On the Utility of Virtual Staining for Downstream Applications as it relates to Task Network Capacity
von: Sengupta, Sourya, et al.
Veröffentlicht: (2025)

Computer Navigated Spinal Surgery Using Magnetic Resonance Imaging and Augmented Reality
von: Lu, Songyuan, et al.
Veröffentlicht: (2025)

Sifting through the haystack -- efficiently finding rare animal behaviors in large-scale datasets
von: Bar, Shir, et al.
Veröffentlicht: (2024)

AI-Driven Segmentation and Analysis of Microbial Cells
von: Zhang, Shuang, et al.
Veröffentlicht: (2025)

Segment Any Tumour: An Uncertainty-Aware Vision Foundation Model for Whole-Body Analysis
von: Peiris, Himashi, et al.
Veröffentlicht: (2025)

Virtual Lung Screening Trial (VLST): An In Silico Study Inspired by the National Lung Screening Trial for Lung Cancer Detection
von: Tushar, Fakrul Islam, et al.
Veröffentlicht: (2024)

Clinically-aligned Multi-modal Chest X-ray Classification
von: Sloan, Phillip, et al.
Veröffentlicht: (2025)

Evaluation of neuroCombat and deep learning harmonization for multi-site magnetic resonance neuroimaging in youth with prenatal alcohol exposure
von: Scholten, Chloe, et al.
Veröffentlicht: (2026)

Reliability Assessment Framework Based on Feature Separability for Pathological Cell Image Classification under Prior Bias
von: Tachibana, Takaaki, et al.
Veröffentlicht: (2025)

Optimising image capture for low-light widefield quantitative fluorescence microscopy
von: Peterkovic, Zane, et al.
Veröffentlicht: (2024)

A Comprehensive Approach to Diagnosing Temporomandibular Joint Diseases: AI-driven TMD Diagnostic System
von: Gua, Y., et al.
Veröffentlicht: (2024)

Hybrid eTFCE-GRF: Exact Cluster-Size Retrieval with Analytical p-Values for Voxel-Based Morphometry
von: Yin, Don, et al.
Veröffentlicht: (2026)

A Spectral Library and Method for Sparse Unmixing of Hyperspectral Images in Fluorescence Guided Resection of Brain Tumors
von: Black, David, et al.
Veröffentlicht: (2024)