Cover Image

Explainable Anatomy-Guided AI for Prostate MRI: Foundation Models and In Silico Clinical Trials for Virtual Biopsy-based Risk Assessment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Khan, Danial, Salahuddin, Zohaib, Zhang, Yumeng, Kuang, Sheng, Mali, Shruti Atul, Woodruff, Henry C., Amirrajab, Sina, Cavill, Rachel, Ibor-Crespo, Eduardo, Jimenez-Pastor, Ana, Galiana-Bordera, Adrian, Gomez, Paula Jimenez, Marti-Bonmati, Luis, Lambin, Philippe
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Pre-trained Foundation Model Framework for Multiplanar MRI Classification of Extramural Vascular Invasion and Mesorectal Fascia Invasion in Rectal Cancer
by: Zhang, Yumeng, et al.
Published: (2025)

Radiology Report Conditional 3D CT Generation with Multi Encoder Latent diffusion Model
by: Amirrajab, Sina, et al.
Published: (2025)

Consensus in the Parliament of AI: Harmonized Multi-Region CT-Radiomics and Foundation-Model Signatures for Multicentre NSCLC Risk Stratification
by: Mali, Shruti Atul, et al.
Published: (2025)

Precision-medicine-toolbox: An open-source python package for facilitation of quantitative medical imaging and radiomics analysis
by: Primakov, Sergey, et al.
Published: (2022)

Robust Multicentre Detection and Classification of Colorectal Liver Metastases on CT: Application of Foundation Models
by: Mali, Shruti Atul, et al.
Published: (2026)

Adición de vitaminas y oligoelementos a la nutrición parenteral
by: E. Martí-Bonmatí
Published: (2011)

Estudio multicéntrico de prevalencia de hiperglucemia en pacientes hospitalizados con nutrición parenteral
by: E. Martí-Bonmatí
Published: (2006)

Efecto in vitro de la adición de resinas de intercambio iónico sobre la biodisponibilidad de electrolitos en fórmulas de nutrición enteral artificial
by: E. Martí Bonmati
Published: (2008)

FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging
by: Lekadir, Karim, et al.
Published: (2021)

Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study
by: Salahuddin, Zohaib, et al.
Published: (2024)

Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial
by: Zhong, Xian, et al.
Published: (2024)

Impact of hepatic vessels on whole liver proton density fat fraction and R2*quantification
by: Jimenez-Pastor, A, et al.
Published: (2026)

Vía subcutánea: Una vía de administración alternativa de medicamentos en asistencia domiciliaria a pacientes terminales
by: Pilar Ibor
Published: (2006)

Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports
by: Amirrajab, Sina, et al.
Published: (2025)

Automated Prostate Gland Segmentation in MRI Using nnU-Net
by: Rodriguez-Belenguer, Pablo, et al.
Published: (2026)

ADVERTENCIAS DEL PANEL INTERGUBERNAMENTAL DEL CAMBIO CLIMÁTICO. EL IPCC CONSIDERA QUE EL DECRECIMIENTO ES CLAVE PARA MITIGAR EL CAMBIO CLIMÁTICO
by: Juan Bordera
Published: (2022)

LOS 'LOBBIES' DILUYEN EL INFORME CLIMÁTICO MÁS IMPORTANTE DEL MUNDO
by: Juan Bordera
Published: (2022)

From Workplace to Deadstream: Labour, Abjection and the Digital
by: Santamaría Ibor, Victoria
Published: (2024)

"I Eat Boys": Monstrous Femininity in Jennifer's Body
by: Santamaría Ibor, Victoria
Published: (2022)

Current Status of Prostate Biopsy in Africa: Are We Ready for a Targeted Biopsy?
by: Ziba Ouima Justin Dieudonne, et al.
Published: (2025)

Exploring the Epidemiological Characteristics and Survival Analysis Among Prostate Cancer Patients Under 50: A Seer‐Based Population Study
by: Bahaa Mali, et al.
Published: (2025)

Connecting Marketing and Implementation Research and Library Program Development: A Case Study of the Implementation of [U.S.] National Guidelines and Standards.
by: Haycock, Ken, et al.
Published: (1999)

Enhancing Reconstruction-Based Out-of-Distribution Detection in Brain MRI with Model and Metric Ensembles
by: Huijben, Evi M. C., et al.
Published: (2024)

La agonía del psicoan lisis / Juan José López Ibor
by: López Ibor, Juan José
Published: (1968)

El descubrimiento de la intimidad y otros ensayos / Juan Jose Lopez Ibor
by: Lopez Ibor, Juan Jose

RASGOS DEL ENVEJECIMIENTO DE LA POBLACIÓN EN LA COMUNIDAD VALENCIANA
by: Fermín Bonmatí Antón
Published: (1990)

Monitorización de la flora y vegetación de las zonas húmedas en el Baixo Vouga Lagunar (Ría de Aveiro, Portugal)
by: M. Almagro Bonmatí
Published: (2006)

Can General Anesthesia Facilitate the Detection of Clinically Significant Prostate Cancer in Prostate Fusion Biopsy?
by: Emrah Yakut
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)

Marketing estratégico / Jean-Jacques Lambin ; traducción, Salvador Miquel, Antonio Carlos Cuenca ; revisión técnica, Jaime Rivera, Nora Lado
by: Lambin, Jean-Jacques

Intraperitoneal Bleeding After Ultrasound‐Guided Transperineal Prostate Biopsy
by: Lisa Chapman, et al.
Published: (2024)

Evolving Characteristics of Gadolinium‐Based Contrast Agents for MR Imaging: A Systematic Review of the Importance of Relaxivity
by: Emanuel Kanal, et al.
Published: (2024)

Policy to Assist Iteratively Local Segmentation: Optimising Modality and Location Selection for Prostate Cancer Localisation
by: Wu, Xiangcen, et al.
Published: (2025)

Two Decades of Research at the University of Lagos (2004-2023): A Scientometric Analysis of Productivity, Collaboration, and Impact
by: Ahmad, Muneer, et al.
Published: (2025)

Value of Systematic and MRI‐Ultrasound Fusion Prostate Biopsy in Different Prostate Specific Antigen (PSA) Levels
by: Solmaz Ohadian Moghadam, et al.
Published: (2025)

The Role of Secondary Lesion Biopsy in Detecting Clinically Significant Prostate Cancer
by: Trevor C. Hunt, et al.
Published: (2025)

Percutaneous Transretropubic Needle Prostatic Biopsy Under US and CT Guidance
by: Maki Hirao, et al.
Published: (2025)

Local Anesthetic Transperineal Prostate Biopsy: Does It Affect Uroflowmetry Results
by: İsa Dağlı, et al.
Published: (2026)

Long‐Term Risk of Clinically Significant Prostate Cancer in Biopsy‐Negative Patients With Baseline Biparametric Prostate MRI
by: Laura Parhiala, et al.
Published: (2024)

Safety and Efficacy of Holmium Laser Enucleation of the Prostate Within Two Weeks of Transrectal Ultrasound‐Guided Prostate Biopsy
by: Yi Zheng, et al.
Published: (2026)