Mitigating Surgical Data Imbalance with Dual-Prediction Video Diffusion Model
Fuente:
arXiv
Saved in:
| Main Authors: | Venkatesh, Danush Kumar, Schmidt, Adam, Jamal, Muhammad Abdullah, Mohareri, Omid |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Unsupervised Denoising of Diffusion-Weighted Images with Bias and Variance Corrected Noise Modeling
by: Xie, Jine, et al.
Published: (2026)
by: Xie, Jine, et al.
Published: (2026)
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data
by: Wei, Yuxiang, et al.
Published: (2024)
by: Wei, Yuxiang, et al.
Published: (2024)
Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy
by: Sunkara, Akshay, et al.
Published: (2024)
by: Sunkara, Akshay, et al.
Published: (2024)
Learning from Limited Multi-Phase CT: Dual-Branch Prototype-Guided Framework for Early Recurrence Prediction in HCC
by: Yu, Hsin-Pei, et al.
Published: (2025)
by: Yu, Hsin-Pei, et al.
Published: (2025)
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining
by: Nawar, Youssof, et al.
Published: (2024)
by: Nawar, Youssof, et al.
Published: (2024)
Computational Imaging Meets LLMs: Zero-Shot IDH Mutation Prediction in Brain Gliomas
by: Mahmood, Syed Muqeem, et al.
Published: (2025)
by: Mahmood, Syed Muqeem, et al.
Published: (2025)
Multi-Modal Artificial Intelligence of Embryo Grading and Pregnancy Prediction in Assisted Reproductive Technology: A Review
by: Ouyang, Xueqiang, et al.
Published: (2025)
by: Ouyang, Xueqiang, et al.
Published: (2025)
AI in Oncology: Transforming Cancer Detection through Machine Learning and Deep Learning Applications
by: Aftab, Muhammad, et al.
Published: (2025)
by: Aftab, Muhammad, et al.
Published: (2025)
Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool
by: Su, Ziyu, et al.
Published: (2024)
by: Su, Ziyu, et al.
Published: (2024)
TOM: An Open-Source Tongue Segmentation Method with Multi-Teacher Distillation and Task-Specific Data Augmentation
by: Xie, Jiacheng, et al.
Published: (2025)
by: Xie, Jiacheng, et al.
Published: (2025)
CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
by: Huang, Fuyao, et al.
Published: (2026)
by: Huang, Fuyao, et al.
Published: (2026)
An Inclusive Foundation Model for Generalizable Cytogenetics in Precision Oncology
by: Yang, Changchun, et al.
Published: (2025)
by: Yang, Changchun, et al.
Published: (2025)
Diffusion-Based Quality Control of Medical Image Segmentations across Organs
by: Marcianò, Vincenzo, et al.
Published: (2025)
by: Marcianò, Vincenzo, et al.
Published: (2025)
Impact of Stain Variation and Color Normalization for Prognostic Predictions in Pathology
by: Siyu, et al.
Published: (2024)
by: Siyu, et al.
Published: (2024)
Morphological Reconstruction of Detached Dendritic Spines via Geodesic Path Prediction
by: Jain, Sammit, et al.
Published: (2020)
by: Jain, Sammit, et al.
Published: (2020)
Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
by: Xiao, Qing, et al.
Published: (2024)
by: Xiao, Qing, et al.
Published: (2024)
Immunocto: a massive immune cell database auto-generated for histopathology
by: Simard, Mikaël, et al.
Published: (2024)
by: Simard, Mikaël, et al.
Published: (2024)
Improving the Scan-rescan Precision of AI-based CMR Biomarker Estimation
by: Wickremasinghe, Dewmini Hasara, et al.
Published: (2024)
by: Wickremasinghe, Dewmini Hasara, et al.
Published: (2024)
Multimodal AI-driven Biomarker for Early Detection of Cancer Cachexia
by: Ahmed, Sabeen, et al.
Published: (2025)
by: Ahmed, Sabeen, et al.
Published: (2025)
Cross-Domain Image Synthesis: Generating H&E from Multiplex Biomarker Imaging
by: Saurav, Jillur Rahman, et al.
Published: (2025)
by: Saurav, Jillur Rahman, et al.
Published: (2025)
Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer
by: Yang, Yongquan, et al.
Published: (2023)
by: Yang, Yongquan, et al.
Published: (2023)
An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease
by: Dolci, Giorgio, et al.
Published: (2024)
by: Dolci, Giorgio, et al.
Published: (2024)
AI-Enabled Lung Cancer Prognosis
by: Darvish, Mahtab, et al.
Published: (2024)
by: Darvish, Mahtab, et al.
Published: (2024)
A review of handcrafted and deep radiomics in neurological diseases: transitioning from oncology to clinical neuroimaging
by: Lavrova, Elizaveta, et al.
Published: (2024)
by: Lavrova, Elizaveta, et al.
Published: (2024)
Integrating Color Histogram Analysis and Convolutional Neural Network for Skin Lesion Classification
by: Rasel, M. A., et al.
Published: (2026)
by: Rasel, M. A., et al.
Published: (2026)
Transabdominal Fetal Oximetry via Diffuse Optics: Principled Analysis and Demonstration in Pregnant Ovine Models
by: Qian, Weitai, et al.
Published: (2025)
by: Qian, Weitai, et al.
Published: (2025)
Evaluation of neuroCombat and deep learning harmonization for multi-site magnetic resonance neuroimaging in youth with prenatal alcohol exposure
by: Scholten, Chloe, et al.
Published: (2026)
by: Scholten, Chloe, et al.
Published: (2026)
PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling
by: Zhang, Tianyi, et al.
Published: (2025)
by: Zhang, Tianyi, et al.
Published: (2025)
Phenotype discovery of traumatic brain injury segmentations from heterogeneous multi-site data
by: Saunders, Adam M., et al.
Published: (2025)
by: Saunders, Adam M., et al.
Published: (2025)
Segment Any Tumour: An Uncertainty-Aware Vision Foundation Model for Whole-Body Analysis
by: Peiris, Himashi, et al.
Published: (2025)
by: Peiris, Himashi, et al.
Published: (2025)
Harmonization mitigates diffusion MRI scanner effects in infancy: insights from the HEALthy Brain and Childhood Development (HBCD) study
by: McMaster, Elyssa M., et al.
Published: (2026)
by: McMaster, Elyssa M., et al.
Published: (2026)
GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction
by: Zoubir, Abdeljalil, et al.
Published: (2024)
by: Zoubir, Abdeljalil, et al.
Published: (2024)
Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning
by: Foti, Simone, et al.
Published: (2023)
by: Foti, Simone, et al.
Published: (2023)
In-batch Relational Features Enhance Precision in An Unsupervised Medical Anomaly Detection Task
by: Githinji, P. Bilha, et al.
Published: (2026)
by: Githinji, P. Bilha, et al.
Published: (2026)
Harmonization Benchmarking Tool for Neuroimaging Datasets
by: Osika, Tom, et al.
Published: (2022)
by: Osika, Tom, et al.
Published: (2022)
Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning
by: Elola, Andoni, et al.
Published: (2024)
by: Elola, Andoni, et al.
Published: (2024)
Progress and new challenges in image-based profiling
by: Serrano, Erik, et al.
Published: (2025)
by: Serrano, Erik, et al.
Published: (2025)
Robust Glioblastoma Segmentation and Volumetry Without T2-FLAIR: External Validation of Targeted Dropout Training
by: Öchsner, Marco, et al.
Published: (2026)
by: Öchsner, Marco, et al.
Published: (2026)
Photon Absorption Remote Sensing Virtual Histopathology: A Preliminary Exploration of Diagnostic Equivalence to Gold-Standard H&E Staining in Skin Cancer Excisional Biopsies
by: Ecclestone, Benjamin R., et al.
Published: (2025)
by: Ecclestone, Benjamin R., et al.
Published: (2025)
UnPuzzle: A Unified Framework for Pathology Image Analysis
by: Liao, Dankai, et al.
Published: (2025)
by: Liao, Dankai, et al.
Published: (2025)
Similar Items
-
Unsupervised Denoising of Diffusion-Weighted Images with Bias and Variance Corrected Noise Modeling
by: Xie, Jine, et al.
Published: (2026) -
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data
by: Wei, Yuxiang, et al.
Published: (2024) -
Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy
by: Sunkara, Akshay, et al.
Published: (2024) -
Learning from Limited Multi-Phase CT: Dual-Branch Prototype-Guided Framework for Early Recurrence Prediction in HCC
by: Yu, Hsin-Pei, et al.
Published: (2025) -
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining
by: Nawar, Youssof, et al.
Published: (2024)