Alessandro Crimi

59 papers B 3Journal 20Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Alzheimer's Disease Signatures by bridging EEG with Spiking Neural Networks and Biophysical Simulations.
CoRR
Szymon Mamon, Max Talanov, Alessandro Crimi
2025 J jnl
Correction to: Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features.
J. Imaging Inform. Medicine
Monika Pytlarz, K. Wojnicki, P. Pilanc, B. Kaminska, Alessandro Crimi
2025 J jnl
End-to-End Stroke Imaging Analysis Using Effective Connectivity and Interpretable Artificial Intelligence.
IEEE Access
Wojciech Ciezobka, Joan Falcó-Roget, Cemal Koba, Alessandro Crimi
2025 J jnl
Exploiting Graph Convolutional Networks for Insightful Classification and Explanation of Traumatic Brain Injury.
IEEE Access
Tiziana Currieri, Joan Falcó-Roget, Elham Rostami, Salvatore Vitabile, Alessandro Crimi
2025 J jnl
Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings.
CoRR
Szymon Mazurek, Stephen Moore, Alessandro Crimi
2025 J jnl
Prediction and Causality of functional MRI and synthetic signal using a Zero-Shot Time-Series Foundation Model.
CoRR
Alessandro Crimi, Andrea Brovelli
2025 J jnl
SharpXR: Structure-Aware Denoising for Pediatric Chest X-Rays.
CoRR
Ilerioluwakiiye Abolade, Emmanuel Idoko, Solomon Odelola, Promise Omoigui, Adetola Adebanwo, Aondana Iorumbur, Udunna Anazodo, Alessandro Crimi, Raymond Confidence
2025 J jnl
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification on health datasets.
Comput. Biol. Medicine
Agus Hartoyo, Jan K. Argasinski, Aleksandra Trenk, Kinga Przybylska, Anna Blasiak, Alessandro Crimi
2024 — ed.
Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation - MICCAI Challenges, BraTS 2023 and CrossMoDA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12 and 8, 2024, Proceedings
BraTS/CrossMoDA@MICCAI
Ujjwal Baid, Reuben Dorent, Sylwia Malec, Monika Pytlarz, Ruisheng Su, Navodini Wijethilake, Spyridon Bakas, Alessandro Crimi
2024 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 9th International Workshop, BrainLes 2023, and 3rd International Workshop, SWITCH 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8 and 12, 2023, Revised Selected Papers
BrainLes/SWITCH@MICCAI
Ujjwal Baid, Reuben Dorent, Sylwia Malec, Monika Pytlarz, Ruisheng Su, Navodini Wijethilake, Spyridon Bakas, Alessandro Crimi
2024 J jnl
Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features.
J. Imaging Inform. Medicine
Monika Pytlarz, K. Wojnicki, P. Pilanc, B. Kaminska, Alessandro Crimi
2024 J jnl
End-to-end Stroke imaging analysis, using reservoir computing-based effective connectivity, and interpretable Artificial intelligence.
CoRR
Wojciech Ciezobka, Joan Falcó-Roget, Cemal Koba, Alessandro Crimi
2024 — conf
Explainable Graph Neural Networks for EEG Classification and Seizure Detection in Epileptic Patients.
ISBI
Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Alessandro Crimi
2024 — conf
Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification.
ICCS (4)
Ahmed Abdeen Hamed, Alessandro Crimi, Byung Suk Lee, Magdalena M. Misiak
2024 J jnl
Investigating the interaction between EEG and fNIRS: A multimodal network analysis of brain connectivity.
J. Comput. Sci.
Rosmary Blanco, Cemal Koba, Alessandro Crimi
2024 — conf
Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation.
ICCS (4)
Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi
2024 J jnl
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation.
CoRR
Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi
2024 J jnl
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification.
CoRR
Agus Hartoyo, Jan K. Argasinski, Aleksandra Trenk, Kinga Przybylska, Anna Blasiak, Alessandro Crimi
2023 — conf
3D Reconstructions of Brain from MRI Scans Using Neural Radiance Fields.
ICAISC (2)
Khadija Iddrisu, Sylwia Malec, Alessandro Crimi
2023 — conf
Automated glioma multiclass tumor classification.
Digital and Computational Pathology
Monika Pytlarz, K. Wojnicki, P. Pilanc, B. Kaminska, Alessandro Crimi
2023 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers
BrainLes@MICCAI
Spyridon Bakas, Alessandro Crimi, Ujjwal Baid, Sylwia Malec, Monika Pytlarz, Bhakti Baheti, Maximilian Zenk, Reuben Dorent
2023 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 8th International Workshop, BrainLes 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers, Part II
BrainLes@MICCAI (2)
Spyridon Bakas, Alessandro Crimi, Ujjwal Baid, Sylwia Malec, Monika Pytlarz, Bhakti Baheti, Maximilian Zenk, Reuben Dorent
2023 J jnl
Establishing Trust in ChatGPT BioMedical Generated Text: An Ontology-Based Knowledge Graph to Validate Disease-Symptom Links.
CoRR
Ahmed Abdeen Hamed, Alessandro Crimi, Magdalena M. Misiak, Byung Suk Lee
2023 — conf
Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification.
ICAISC (2)
Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Jan K. Argasinski, Alessandro Crimi
2023 — conf
Resting State Brain Connectivity Analysis from EEG and FNIRS Signals.
ICCS (2)
Rosmary Blanco, Cemal Koba, Alessandro Crimi
2023 B conf
Style Transfer Between Microscopy and Magnetic Resonance Imaging Via Generative Adversarial Network in Small Sample Size Settings.
ICIP
Monika Pytlarz, Adrian Onicas, Alessandro Crimi
2023 J jnl
Style transfer between Microscopy and Magnetic Resonance Imaging via Generative Adversarial Network in small sample size settings.
CoRR
Monika Pytlarz, Adrian Onicas, Alessandro Crimi
2022 — conf
Bayesian Filtered Generation of Post-surgical Brain Connectomes on Tumor Patients.
ISGIE/GRAIL@MICCAI
Joan Falcó-Roget, Alessandro Crimi
2022 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers, Part I
BrainLes@MICCAI (1)
Alessandro Crimi, Spyridon Bakas
2022 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Virtual Event, September 27, 2021, Revised Selected Papers, Part II
BrainLes@MICCAI (2)
Alessandro Crimi, Spyridon Bakas
2021 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part I
BrainLes@MICCAI (1)
Alessandro Crimi, Spyridon Bakas
2021 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part II
BrainLes@MICCAI (2)
Alessandro Crimi, Spyridon Bakas
2021 — conf
Classification and Generation of Microscopy Images with Plasmodium Falciparum via Artificial Neural Networks Using Low Cost Settings.
DART/FAIR@MICCAI
Rija Tonny Christian Ramarolahy, Esther Opoku Gyasi, Alessandro Crimi
2021 J jnl
Structurally constrained effective brain connectivity.
NeuroImage
Alessandro Crimi, Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona
2020 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part I
BrainLes@MICCAI (1)
Alessandro Crimi, Spyridon Bakas
2020 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part II
BrainLes@MICCAI (2)
Alessandro Crimi, Spyridon Bakas
2019 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part I
BrainLes@MICCAI (1)
Alessandro Crimi, Spyridon Bakas, Hugo J. Kuijf, Farahani Keyvan, Mauricio Reyes, Theo van Walsum
2019 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part II
BrainLes@MICCAI (2)
Alessandro Crimi, Spyridon Bakas, Hugo J. Kuijf, Farahani Keyvan, Mauricio Reyes, Theo van Walsum
2019 — conf
Spreading Model for Patients with Parkinson's Disease Based on Connectivity Differences.
ISBI
Alessandro Crimi, E. Kara
2018 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Third International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Revised Selected Papers
BrainLes@MICCAI
Alessandro Crimi, Spyridon Bakas, Hugo J. Kuijf, Bjoern H. Menze, Mauricio Reyes
2018 J jnl
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.
CoRR
Spyridon Bakas, Mauricio Reyes, András Jakab, Stefan Bauer, Markus Rempfler, Alessandro Crimi, Russell Takeshi Shinohara, Christoph Berger, Sung Min Ha, Martin Rozycki, Marcel Prastawa, Esther Alberts, Jana Lipková, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Benedikt Wiestler, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Ujjwal Baid, Dongjin Kwon, Manu Agarwal, Mahbubul Alam, Alberto Albiol, Antonio Albiol, Alex Varghese, Tran Anh Tuan, Tal Arbel, Aaron Avery, Pranjal B., Subhashis Banerjee, Thomas Batchelder, Kayhan N. Batmanghelich, Enzo Battistella, Martin Bendszus, Eze Benson, José Bernal, George Biros, Mariano Cabezas, Siddhartha Chandra, Yi-Ju Chang, et al.
2018 — conf
Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns.
BrainLes@MICCAI (1)
Samar S. M. Elsheikh, Spyridon Bakas, Nicola J. Mulder, Emile R. Chimusa, Christos Davatzikos, Alessandro Crimi
2018 — conf
Relating connectivity changes in brain networks to genetic information in Alzheimer patients.
ISBI
Samar S. M. Elsheikh, Emile R. Chimusa, Nicola J. Mulder, Alessandro Crimi
2017 — conf
Case-control discrimination through effective brain connectivity.
ISBI
Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
2017 — conf
Connectome of Autistic Brains, Global Versus Local Characterization.
CNI@MICCAI
Saida S. Mohamed, Nancy Duong Nguyen, Eiko Yoneki, Alessandro Crimi
2016 J jnl
Automatic Measurement of Venous Pressure Using B-Mode Ultrasound.
IEEE Trans. Biomed. Eng.
Alessandro Crimi, Maxim Makhinya, Ulrich Baumann, Christoph Thalhammer, Gábor Székely, Orcun Goksel
2016 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - First International Workshop, Brainles 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers
Brainles@MICCAI
Alessandro Crimi, Bjoern H. Menze, Oskar Maier, Mauricio Reyes, Heinz Handels
2016 — ed.
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Second International Workshop, BrainLes 2016, with the Challenges on BRATS, ISLES and mTOP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers
BrainLes@MICCAI
Alessandro Crimi, Bjoern H. Menze, Oskar Maier, Mauricio Reyes, Stefan Winzeck, Heinz Handels
2016 — conf
Effective Brain Connectivity Through a Constrained Autoregressive Model.
MICCAI (1)
Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
2016 — conf
Topological Measures of Connectomics for Low Grades Glioma.
BrainLes@MICCAI
Benjamin Amoah, Alessandro Crimi
2015 — conf
Automatic fetal measurements for low-cost settings by using Local Phase Bone detection.
EMBC
Benjamin Amoah, Evelyn Arthur Anto, Alessandro Crimi
2015 — conf
Brain Lesions, Introduction.
Brainles@MICCAI
Alessandro Crimi
2015 — conf
Segmentation of ultrasound images of fetal anatomic structures using random forest for low-cost settings.
EMBC
Evelyn Arthur Anto, Benjamin Amoah, Alessandro Crimi
2014 — conf
Vessel tracking for ultrasound-based venous pressure measurement.
ISBI
Alessandro Crimi, Maxim Makhinya, Ulrich Baumann, Gábor Székely, Orcun Goksel
2013 B conf
Multiple sclerosis lesions evolution in patients with clinically isolated syndrome.
Image Processing
Alessandro Crimi, Olivier Commowick, Jean-Christophe Ferré, Adil Maarouf, Gilles Edan, Christian Barillot
2013 — conf
Semi-automatic classification of lesion patterns in patients with clinically isolated syndrome.
ISBI
Alessandro Crimi, Olivier Commowick, Jean-Christophe Ferré, Adil Maarouf, Gilles Edan, Christian Barillot
2012 J jnl
A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs.
IEEE Trans. Medical Imaging
Kersten Petersen, Melanie Ganz, Peter Mysling, Mads Nielsen, Lene Lillemark, Alessandro Crimi, Sami S. Brandt
2011 J jnl
Maximum a Posteriori Estimation of Linear Shape Variation With Application to Vertebra and Cartilage Modeling.
IEEE Trans. Medical Imaging
Alessandro Crimi, Martin Lillholm, Mads Nielsen, Anarta Ghosh, Marleen de Bruijne, Erik B. Dam, Jon Sporring
2009 B conf
Bayes estimation of shape model with application to vertebrae boundaries.
Image Processing
Alessandro Crimi, Anarta Ghosh, Jon Sporring, Mads Nielsen