Alves, Victor
- MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
2023/08/30 by Li, Jianning, Zhou, Zongwei, Yang, Jiancheng +154 · 11 citations
#68T01 #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation
2024/02/27 by Ferreira, André, Solak, Naida, Li, Jianning +4 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Brain Tumour Removing and Missing Modality Generation using 3D WDM
2024/11/07 by André Ferreira, Gijs Luijten, Ferreira, André +9 · 3 citations
Engineering · Neuroscience · Social Sciences · #Advanced Computing and Algorithms #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optical Coherence Tomography Applications
- Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation
2024/11/07 by André Ferreira, Ferreira, André, Tiago Jesus +9 · 3 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge
2024/05/28 by Dominic LaBella, LaBella, Dominic, Abramova, Valeriia +161 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Medical Imaging and Analysis
- AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier
2022/09/02 by Lars Heiliger, Heiliger, Lars, Zdravko Marinov +17 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Deep PCCT: Photon Counting Computed Tomography Deep Learning Applications Review
2024/02/06 by Ana Carolina Alves, André Ferreira, Alves, Ana Carolina +11 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computational Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Radiation Dose and Imaging #and Science (cs.CE) #electronic engineering #information engineering
- Is It Time To Treat Prompts As Code? A Multi-Use Case Study For Prompt Optimization Using DSPy
2025/07/04 by Lemos, Francisca, Alves, Victor, Ferraz, Filipa · 2 citations
#68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #D.2.3 #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Software Engineering (cs.SE)