Cover Image

Improving the Efficiency of Oncological Diagnosis of the Breast Based on the Combined Use of Simulation Modeling and Artificial Intelligence Algorithms

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Khoperskov, Alexander V., Polyakov, Maxim V.
Format:	Preprint
Published:	2024
Subjects:	Medical Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Numerical Analysis of Antenna Parameter Influence on Brightness Temperature in Medical Microwave Radiometers
by: Polyakov, Maxim V., et al.
Published: (2025)

Applications of Large Language Models in Radiation Oncology: From Workflow Automation to Clinical Intelligence
by: Ding, Yuzhen, et al.
Published: (2026)

A Review of Artificial Intelligence in Brachytherapy
by: Chen, Jingchu, et al.
Published: (2024)

Impact of Solar Particle Events on Space Radiation Shielding: OLTARIS Simulation and Quantum Optimization of Material Selection using QAOA and VQE Algorithms
by: Lalwani, Kavita, et al.
Published: (2025)

Use of Expected Utility (EU) to Evaluate Artificial Intelligence-Enabled Rule-Out Devices for Mammography Screening
by: Fan, Kwok Lung, et al.
Published: (2023)

Evaluating The Performance of Using Large Language Models to Automate Summarization of CT Simulation Orders in Radiation Oncology
by: Cao, Meiyun, et al.
Published: (2025)

Root Cause Analysis of Radiation Oncology Incidents Using Large Language Models
by: Wang, Yuntao, et al.
Published: (2025)

Modular Metamaterials for Adaptable MRI Signal Control: Combining Dipole Arrays with Hexagon-based Artificial Dielectrics
by: Maurya, Santosh Kumar, et al.
Published: (2025)

Key Body Posture Characteristics of Short-distance Speed Skaters at the Start Based on Artificial Intelligence
by: Xueliana, Zhang, et al.
Published: (2025)

Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology
by: Wang, Peilong, et al.
Published: (2025)

The Radiation Oncology NLP Database
by: Liu, Zhengliang, et al.
Published: (2024)

Artificial Intelligence-Guided PET Image Reconstruction and Multi-Tracer Imaging: Novel Methods, Challenges, And Opportunities
by: Dassanayake, Movindu, et al.
Published: (2025)

Assessing Hemodynamic Impact of Tissue-Engineered Vascular Graft Displacement: Combining Postoperative in vivo Results and Computational Modeling to Improve Surgical Planning
by: Aslan, Seda, et al.
Published: (2026)

Precision in the Face of Noise -- Lessons from Kahneman, Siboney, and Sunstein for Radiation Oncology
by: Wahid, Kareem A., et al.
Published: (2024)

Quasi Crystal based Circular Patch Antenna with Artificial Magnetic Conductor for Breast Cancer Detection
by: Leena, Vishnupriya, et al.
Published: (2025)

Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support
by: Putz, Florian, et al.
Published: (2025)

Quantitative Risk Assessment in Radiation Oncology via LLM-Powered Root Cause Analysis of Incident Reports
by: Wang, Yuntao, et al.
Published: (2025)

The status and challenges for prostate SBRT treatments in United States proton therapy centers: An NRG Oncology practice survey
by: Shen, Jiajian, et al.
Published: (2024)

Hybrid VMAT-3DCRT as Breast Treatment Improvement Tool
by: Voyant, Cyril, et al.
Published: (2023)

Diagnosis Assistant for Liver Cancer Utilizing a Large Language Model with Three Types of Knowledge
by: Wu, Xuzhou, et al.
Published: (2024)

Pulsed laser diode excitation for transcranial photoacoustic imaging
by: Cherkashin, Maxim N., et al.
Published: (2025)

Non-invasive Reversible Software-based Electron FLASH Irradiation Configuration of a Linear Accelerator in Clinical Use
by: Melemenidis, Stavros, et al.
Published: (2025)

Improving textural realism in breast phantom images
by: Luana de M. Omena, et al.
Published: (2026)

Benchmarking Deep Learning-Based Low-Dose CT Image Denoising Algorithms
by: Eulig, Elias, et al.
Published: (2024)

Intensity Normalization Techniques and Their Effect on the Robustness and Predictive Power of Breast MRI Radiomics
by: Schwarzhans, Florian, et al.
Published: (2024)

Hounsfield-based Automatic Evaluation of Volumetric Breast Density on Radiotherapy CT-Scans
by: Akuoko, Deborah E. M., et al.
Published: (2021)

Optimizing Transmission FLASH Radiotherapy for Large-Field Post-Mastectomy Breast Treatment
by: Zafar, Ahmal Jawad, et al.
Published: (2025)

Breast radiation therapy fluence painting with multi‐agent deep reinforcement learning
by: Yang Dongrong, et al.
Published: (2025)

What is Implementation Science; and Why It Matters for Bridging the Artificial Intelligence Innovation-to-Application Gap in Medical Imaging
by: Fayaz-Bakhsh, Ahmad, et al.
Published: (2025)

Sustainable Deep Learning-Based Breast Lesion Segmentation: Impact of Breast Region Segmentation on Performance
by: Narimani, Sam, et al.
Published: (2025)

Advancing Positron Emission Tomography Image Quantification: Artificial Intelligence-Driven Methods, Clinical Challenges, and Emerging Opportunities in Long-Axial Field-of-View Positron Emission Tomography/Computed Tomography Imaging
by: Yousefirizi, Fereshteh, et al.
Published: (2025)

Implementation and Dosimetric Evaluation of a Knowledge‐Based IMRT Model for Left‐Sided Breast Radiotherapy with DIBH
by: Oznur Senkesen, et al.
Published: (2026)

Simulation of Repair on Dynamic Patient-Specific Left Atrioventricular Valve Models
by: Ching, Stephen, et al.
Published: (2025)

The Role of Artificial Intelligence in Enhancing Insulin Recommendations and Therapy Outcomes
by: Panagiotou, Maria, et al.
Published: (2025)

Equivalent uniform RBE‐weighted dose in eye plaque brachytherapy
by: Alexei V. Chvetsov
Published: (2024)

Development and Validation of Patient-Specific Monte Carlo Dosimetry for Synchrotron Breast Phase-Contrast CT
by: Entezam, Amir, et al.
Published: (2026)

Developing an Agent-Based Mathematical Model for Simulating Post-Irradiation Cellular Response: A Crucial Component of a Digital Twin Framework for Personalized Radiation Treatment
by: Liu, Ruirui, et al.
Published: (2025)

Synergistic PET/CT Reconstruction Using a Joint Generative Model
by: Pinton, Noel Jeffrey, et al.
Published: (2024)

Monte Carlo Simulation and Dosimetric Analysis of Gold Nanoparticles (AuNPs) in Breast Tissue
by: Teles, Pedro, et al.
Published: (2025)

New Methods for Computer Tomography Based Ion Thruster Diagnostics and Simulation
by: Krenzer, Jörn, et al.
Published: (2024)