Cover Image

Fluence Map Prediction with Deep Learning: A Transformer-based Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mgboh, Ujunwa, Sultan, Rafi, Zhu, Dongxiao, Kim, Joshua
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FluenceFormer: Transformer-Driven Multi-Beam Fluence Map Regression for Radiotherapy Planning
by: Mgboh, Ujunwa, et al.
Published: (2025)

Robustness of Transformer-Based Fluence Map Prediction Under Clinically Realistic Perturbations
by: Mgboh, Ujunwa, et al.
Published: (2026)

Efficient Deep Learning Approaches for Processing Ultra-Widefield Retinal Imaging
by: Kim, Siwon, et al.
Published: (2025)

Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-based Optimization
by: Poles, Isabella, et al.
Published: (2026)

A Multimodal Deep Learning Approach for White Matter Shape Prediction in Diffusion MRI Tractography
by: Lo, Yui, et al.
Published: (2025)

MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training
by: Li, Chengyin, et al.
Published: (2024)

SegNet: A Segmented Deep Learning based Convolutional Neural Network Approach for Drones Wildfire Detection
by: Jonnalagadda, Aditya V., et al.
Published: (2024)

Deep Learning Predicts Mammographic Breast Density in Clinical Breast Ultrasound Images
by: Bunnell, Arianna, et al.
Published: (2024)

Estimating Total Lung Volume from Pixel-level Thickness Maps of Chest Radiographs Using Deep Learning
by: Dorosti, Tina, et al.
Published: (2021)

COVID-19 Pneumonia Diagnosis Using Medical Images: Deep Learning-Based Transfer Learning Approach
by: Dharmik, Anjali
Published: (2025)

AutoLungDx: A Hybrid Deep Learning Approach for Early Lung Cancer Diagnosis Using 3D Res-U-Net, YOLOv5, and Vision Transformers
by: Shuvo, Samiul Based, et al.
Published: (2023)

Reconsider the Template Mesh in Deep Learning-based Mesh Reconstruction
by: Zhang, Fengting, et al.
Published: (2025)

Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records
by: Kyung, Daeun, et al.
Published: (2024)

Robust Melanoma Thickness Prediction via Deep Transfer Learning enhanced by XAI Techniques
by: Nogales, Miguel, et al.
Published: (2024)

Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning Approach
by: Muharram, Arief Purnama, et al.
Published: (2023)

From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review
by: Elhaminia, Behnaz, et al.
Published: (2025)

Internship Report: Benchmark of Deep Learning-based Imaging PPG in Automotive Domain
by: Tu, Yuqi, et al.
Published: (2024)

Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches
by: Mohammadi, Mahin, et al.
Published: (2024)

A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis
by: Zhang, Binyu, et al.
Published: (2025)

Deep Learning Ensemble for Predicting Diabetic Macular Edema Onset Using Ultra-Wide Field Color Fundus Image
by: Qin, Pengyao, et al.
Published: (2024)

Artificial Intelligence-Driven Prognostic Classification of COVID-19 Using Chest X-rays: A Deep Learning Approach
by: Simbun, Alfred, et al.
Published: (2025)

A Novel Feature Map Enhancement Technique Integrating Residual CNN and Transformer for Alzheimer Diseases Diagnosis
by: Khan, Saddam Hussain
Published: (2024)

Multi-modal Deep Learning
by: Yuhua, Chen
Published: (2024)

DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
by: Vroemen, Marcus J., et al.
Published: (2025)

Deep Learning-based Multi Project InP Wafer Simulation for Unsupervised Surface Defect Detection
by: Cantú, Emílio Dolgener, et al.
Published: (2025)

Hybrid(Transformer+CNN)-based Polyp Segmentation
by: Baduwal, Madan
Published: (2025)

Deep Learning-Based Pneumonia Detection from Chest X-ray Images: A CNN Approach with Performance Analysis and Clinical Implications
by: Dutta, P K, et al.
Published: (2025)

Local Temporal Feature Enhanced Transformer with ROI-rank Based Masking for Diagnosis of ADHD
by: Kim, Byunggun, et al.
Published: (2025)

Predicting Pulmonary Hypertension in Newborns: A Multi-view VAE Approach
by: Erlacher, Lucas, et al.
Published: (2025)

A Deep Learning Application for Psoriasis Detection
by: Milani, Anna, et al.
Published: (2025)

Application of Graph Based Vision Transformers Architectures for Accurate Temperature Prediction in Fiber Specklegram Sensors
by: Sebastian, Abhishek
Published: (2025)

Multiple Latent Space Mapping for Compressed Dark Image Enhancement
by: Zeng, Yi, et al.
Published: (2024)

STA-Risk: A Deep Dive of Spatio-Temporal Asymmetries for Breast Cancer Risk Prediction
by: Zhou, Zhengbo, et al.
Published: (2025)

Mutual Evidential Deep Learning for Medical Image Segmentation
by: He, Yuanpeng, et al.
Published: (2025)

Deep Learning-Based Automated Segmentation of Uterine Myomas
by: Saleem, Tausifa Jan, et al.
Published: (2025)

Transformations in Learned Image Compression from a Modulation Perspective
by: Bao, Youneng, et al.
Published: (2022)

Loss-Aware Automatic Selection of Structured Pruning Criteria for Deep Neural Network Acceleration
by: Ghimire, Deepak, et al.
Published: (2025)

Exploring the Efficacy of Partial Denoising Using Bit Plane Slicing for Enhanced Fracture Identification: A Comparative Study of Deep Learning-Based Approaches and Handcrafted Feature Extraction Techniques
by: Paul, Snigdha, et al.
Published: (2025)

Vascular Segmentation of Functional Ultrasound Images using Deep Learning
by: Sebia, Hana, et al.
Published: (2024)

Deep Learning for Fetal Inflammatory Response Diagnosis in the Umbilical Cord
by: Ayad, Marina A., et al.
Published: (2024)