Imagen de Portada

CONRep: Uncertainty-Aware Vision-Language Report Drafting Using Conformal Prediction

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Elyassirad, Danial, Gheiji, Benyamin, Vatanparast, Mahsa, Ahmadzadeh, Amir Mahmoud, Agah, Seyed Amir Asef, Moassefi, Mana, Tavakoli, Meysam, Faghani, Shahriar
Formato:	Preprint
Publicado:	2026
Materias:	Image and Video Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CONSeg: Voxelwise Glioma Conformal Segmentation
por: Elyassirad, Danial, et al.
Publicado: (2025)

Comparative Analysis of 2D and 3D ResNet Architectures for IDH and MGMT Mutation Detection in Glioma Patients
por: Elyassirad, Danial, et al.
Publicado: (2024)

Deep Nonlinear Hyperspectral Unmixing Using Multi-task Learning
por: Mehrdad, Saeid, et al.
Publicado: (2024)

Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net
por: Ziaee, Seyed Sina, et al.
Publicado: (2025)

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

RadRotator: 3D Rotation of Radiographs with Diffusion Models
por: Rouzrokh, Pouria, et al.
Publicado: (2024)

Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging
por: Ekmekci, Canberk, et al.
Publicado: (2025)

Beyond Uncertainty Quantification: Learning Uncertainty for Trust-Informed Neural Network Decisions - A Case Study in COVID-19 Classification
por: Gharoun, Hassan, et al.
Publicado: (2024)

Low-Complexity Transform Adjustments For Video Coding
por: Said, Amir, et al.
Publicado: (2025)

VRXU-net: A Deep Learning Approach for Brain Ischemic Stroke Lesion Detection and Segmentation in T1W MRI
por: Mobarakeh, Sayed Amir Mousavi
Publicado: (2026)

CUTE-MRI: Conformalized Uncertainty-based framework for Time-adaptivE MRI
por: Fischer, Paul, et al.
Publicado: (2025)

Reviewing the Advancing of ORFV‐Based Therapeutics to the Clinical Stage
por: Syed Danial Kamal, et al.
Publicado: (2025)

Toward Clinically Trustworthy Deep Learning: Applying Conformal Prediction to Intracranial Hemorrhage Detection
por: Gamble, Cooper, et al.
Publicado: (2024)

Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images
por: Zhang, Xiaoge, et al.
Publicado: (2024)

Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction
por: Wen, Jeffrey, et al.
Publicado: (2024)

Position Dependent Prediction Combination For Intra-Frame Video Coding
por: Said, Amir, et al.
Publicado: (2025)

MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation
por: Kumar, Gurucharan Marthi Krishna, et al.
Publicado: (2024)

3DLAND: 3D Lesion Abdominal Anomaly Localization Dataset
por: Advand, Mehran, et al.
Publicado: (2026)

Edge Projection-Based Adaptive View Selection for Cone-Beam CT
por: Lin, Jingsong, et al.
Publicado: (2024)

Bayesian Uncertainty-Aware MRI Reconstruction
por: Eldaly, Ahmed Karam, et al.
Publicado: (2026)

SYNAPSE-Net: A Unified Framework with Lesion-Aware Hierarchical Gating for Robust Segmentation of Heterogeneous Brain Lesions
por: Hassan, Md. Mehedi, et al.
Publicado: (2025)

X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models
por: Bourigault, Emmanuelle, et al.
Publicado: (2024)

An Advanced Features Extraction Module for Remote Sensing Image Super-Resolution
por: Sultan, Naveed, et al.
Publicado: (2024)

3D Spine Shape Estimation from Single 2D DXA
por: Bourigault, Emmanuelle, et al.
Publicado: (2024)

Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures
por: Yeganeh, Yousef, et al.
Publicado: (2024)

Uncertainty-Aware Deep Video Compression with Ensembles
por: Ma, Wufei, et al.
Publicado: (2024)

Highly Efficient Non-Separable Transforms for Next Generation Video Coding
por: Said, Amir, et al.
Publicado: (2025)

State of Abdominal CT Datasets: A Critical Review of Bias, Clinical Relevance, and Real-world Applicability
por: Danaei, Saeide, et al.
Publicado: (2025)

Context-Aware Vision Language Foundation Models for Ocular Disease Screening in Retinal Images
por: Berger, Lucie, et al.
Publicado: (2025)

High-Precision UWB-Based Real-Time Locating System for Rodent Behavioral Studies
por: Sayfoori, Reza, et al.
Publicado: (2024)

Predictive Modeling of Rat Brain Local Field Potentials using Single-Variable and Multivariable Approaches
por: Kalbasi, AmirAli, et al.
Publicado: (2025)

Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba
por: Malekmohammadi, Amin, et al.
Publicado: (2024)

Debiased Opto-electronic Joint Transform Correlator for Enhanced Real-Time Pattern Recognition
por: Gamboa, Julian, et al.
Publicado: (2025)

Invascal: Inverse-Vacuity Self-Calibration for Uncertainty-Aware LiDAR Range-View Semantic Segmentation
por: Turacan, Kerim, et al.
Publicado: (2026)

RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models
por: Maleki, Farhad, et al.
Publicado: (2024)

CryoLithe: Rapid Cryo-ET Reconstruction via Transform-Localized Deep Learning
por: Kishore, Vinith, et al.
Publicado: (2025)

SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images
por: Barzel, Shir, et al.
Publicado: (2024)

NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms
por: Kumar, Gurucharan Marthi Krishna, et al.
Publicado: (2024)

Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging
por: Wang, Meng, et al.
Publicado: (2023)

Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation
por: Shahid, Nafis Fuad, et al.
Publicado: (2026)