Ignacio Arganda‐Carreras

University of the Basque Country — Spain

Biochemistry, Genetics and Molecular Biology · Life Sciences

31h-index79.2kcitations171works3.92yr avg
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Research Topics

Cell Image Analysis Techniques(44), Advanced Electron Microscopy Techniques and Applications(17), Radiomics and Machine Learning in Medical Imaging(16), Advanced Neural Network Applications(13), AI in cancer detection(13)

Publications171 total

Synthetic Point Cloud Generation for Autonomous Driving: A Survey and Taxonomy
IEEE Intelligent Transportation Systems Magazine·2026
MitoEM 2.0: A Benchmark for Challenging 3D Mitochondria Instance Segmentation from EM Images
2025Open Access
3D Mapping of Intact Ovaries Reveals the Aging Dynamics of the Ovarian Reserve
2025
A Fully Interpretable Statistical Approach for Roadside LiDAR Background Subtraction
2025Open Access
SAM-GAN Synthesis for Equitable Skin Cancer Diagnosis: A Deep Learning Approach to Address Class Imbalance in Dermoscopy
2025
Robust Deep Learning for MRI-Based Alzheimer's Disease Detection: Overcoming Real-World Imaging Challenges
2025
Comparative Analysis of Convolutional Neural Networks and Vision Transformers for White Blood Cell Classification in Medical Imaging
2025
Mechanosensitive and Reversible Chromatin-Lamina Dewetting Triggers Cellular Contraction During Wound Healing
2025Open Access
Recognizing past shapes: sex differentiation through deep learning on European Upper Palaeolithic hand stencils
Digital Applications in Archaeology and Cultural Heritage·2025Open Access
The role of artificial intelligence in implant dentistry: a systematic review
International Journal of Oral and Maxillofacial Surgery·2025· 7 citedOpen Access
BiaPy: accessible deep learning on bioimages
Nature Methods·2025· 4 cited
Super-Resolution Benchmarking for 3D Image-to-Image Fusion Problem
2025
DINOSim: Zero-Shot Object Detection and Semantic Segmentation on Microscopy Images
2025· 2 citedOpen Access
Complexity shapes uniqueness: Neuropil volumes and synaptic clusters shape behavioural plasticity under challenging environments in the invasive Argentine ants
2025Open Access
Enhancing Generalization and Mitigating Overfitting in Deep Learning for Brain Cancer Diagnosis from MRI
Applied Magnetic Resonance·2025· 8 cited
Enhancing MRI brain tumor classification: A comprehensive approach integrating real-life scenario simulation and augmentation techniques
Physica Medica·2024· 9 citedOpen Access
Towards Self-Conscious AI Using Deep ImageNet Models: Application for Blood Cell Classification
Machine Learning and Knowledge Extraction·2024Open Access
Multi-Level XAI-Driven MLOps Pipeline for the Adjustment of Fruit and Vegetable Classifiers
2024
A deep learning method that identifies cellular heterogeneity using nanoscale nuclear features
Nature Machine Intelligence·2024· 13 citedOpen Access
Brain Cancer, MRI, Deep Learning, Generalization, Overfitting, Image Classification
2024Open Access
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Frequent Co-authors

Fadi Dornaika(10), Johannes Schindelin(7), Albert Cardona(7), H. Sebastian Seung(6), Philippe Andrey(5), Arrate Muñoz‐Barrutia(5), Daniel Franco-Barranco(5), Verena Kaynig(4), Donglai Wei(4), Zudi Lin(4), Xueying Wang(4), Jeff W. Lichtman(4), Hanspeter Pfister(4), Curtis Rueden(3), Stephan Saalfeld(3), Volker Hartenstein(3), David Legland(3), Carlos Ortíz-de-Solórzano(3), Carlos Óscar S. Sorzano(3), Jan Kybic(3)