Ignacio Carreras-Arganda - Publications

MitoEM 2.0: A Benchmark for Challenging 3D Mitochondria Instance Segmentation from EM Images.

Journal: bioRxiv : the preprint server for biology

Published: February 25, 2026

Dopaminergic expression and the regulation of foraging in response to water stress.

Journal: Journal of insect physiology

Published: January 30, 2026

Drift detection on feature attributions for monitoring visual reinforcement learning models in maritime port surveillance.

Journal: Open research Europe

Published: December 19, 2025

BiaPy: accessible deep learning on bioimages.

Journal: Nature methods

Published: April 29, 2025

DL4MicEverywhere: deep learning for microscopy made flexible, shareable and reproducible.

Journal: Nature methods

Published: May 17, 2024

Enhancing MRI brain tumor classification: A comprehensive approach integrating real-life scenario simulation and augmentation techniques.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: May 15, 2024

The role of artificial intelligence in implant dentistry: a systematic review.

Journal: International journal of oral and maxillofacial surgery

Published: May 09, 2024

Current Progress and Challenges in Large-Scale 3D Mitochondria Instance Segmentation.

Journal: IEEE transactions on medical imaging

Published: September 28, 2023

A deep learning method that identifies cellular heterogeneity using nanoscale nuclear features.

Journal: Nature machine intelligence

Published: March 03, 2023

CartoCell, a high-content pipeline for 3D image analysis, unveils cell morphology patterns in epithelia.

Journal: Cell reports methods

Published: December 15, 2022

Deep learning based domain adaptation for mitochondria segmentation on EM volumes.

Journal: Computer methods and programs in biomedicine

Published: February 18, 2022

A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments.

Journal: Sensors (Basel, Switzerland)

Published: December 03, 2021