390 citations
- The University of Texas Health Science Center at HoustonUS14 papers
- Rice UniversityUS10 papers
- Harvard UniversityUS9 papers
- Baylor College of MedicineUS8 papers
- The University of Texas at AustinUS8 papers
- The University of Texas Southwestern Medical CenterUS8 papers
- Massachusetts General HospitalUS7 papers
- Stanford UniversityUS6 papers
- Technical University of MunichDE6 papers
- University of Alabama at BirminghamUS6 papers
- University of PennsylvaniaUS6 papers
- Memorial Sloan Kettering Cancer CenterUS5 papers
106 papers
Ridge-filter crosstalk in conformal proton FLASH planning: dependence on beamlet pitch and iterative mitigation
Zongsheng Hu, Yuting Li, Henry Meyer +5
Objective: Patient-specific ridge filters (PSRFs) can enable conformal single-energy proton FLASH delivery without energy switching. However, converting optimized spot-based dose d…
Synthetic Melanoma Image Generation and Evaluation Using Generative Adversarial Networks
Pei-Yu Lin, Yidan Shen, Neville Mathew +6
Melanoma is the most lethal form of skin cancer, and early detection is critical for improving patient outcomes. Although dermoscopy combined with deep learning has advanced automa…
Bi-level Multi-criteria Optimization for Risk-informed Radiotherapy
Mara Schubert, Katrin Teichert, Zhongxing Liao +2
In radiation therapy (RT) treatment planning, multi-criteria optimization (MCO) supports efficient plan selection but is usually solved for population-based dosimetric criteria and…
Foundation Models in Biomedical Imaging: Turning Hype into Reality
Amgad Muneer, Kai Zhang, Ibraheem Hamdi +6
Foundation models (FMs) are driving a prominent shift in biomedical imaging from task-specific models to unified backbone models for diverse tasks. This opens an avenue to integrat…
Patch Progression Masked Autoencoder with Fusion CNN Network for Classifying Evolution Between Two Pairs of 2D OCT Slices
Philippe Zhang, Weili Jiang, Yihao Li +13
Age-related Macular Degeneration (AMD) is a prevalent eye condition affecting visual acuity. Anti-vascular endothelial growth factor (anti-VEGF) treatments have been effective in s…
The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational Pathology
Muhammad Waqas, Rukhmini Bandyopadhyay, Eman Showkatian +12
Foundation models have recently emerged as powerful feature extractors in computational pathology, yet they typically omit mechanisms for leveraging the global spatial structure of…