Alessandro Crimi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Association Analysis

Brain Connectivity

Magnetic Resonance

Top Venues

Publications

Ahmed Abdeen Hamed, Alessandro Crimi, Byung Suk Lee, Magdalena M. Misiak
Fact-Checking Generative AI: Ontology-Driven Biological Graphs for Disease-Gene Link Verification. ICCS (4) (2024)
Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation. CoRR (2024)
Wojciech Ciezobka, Joan Falcó-Roget, Cemal Koba, Alessandro Crimi
End-to-end Stroke imaging analysis, using reservoir computing-based effective connectivity, and interpretable Artificial intelligence. CoRR (2024)
Agus Hartoyo, Jan K. Argasinski, Aleksandra Trenk, Kinga Przybylska, Anna Blasiak, Alessandro Crimi
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification. CoRR (2024)
Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi
Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation. ICCS (4) (2024)
Monika Pytlarz, Adrian Onicas, Alessandro Crimi
Style Transfer Between Microscopy and Magnetic Resonance Imaging Via Generative Adversarial Network in Small Sample Size Settings. ICIP (2023)
Khadija Iddrisu, Sylwia Malec, Alessandro Crimi
3D Reconstructions of Brain from MRI Scans Using Neural Radiance Fields. ICAISC (2) (2023)
Monika Pytlarz, Adrian Onicas, Alessandro Crimi
Style transfer between Microscopy and Magnetic Resonance Imaging via Generative Adversarial Network in small sample size settings. CoRR (2023)
Szymon Mazurek, Rosmary Blanco, Joan Falcó-Roget, Jan K. Argasinski, Alessandro Crimi
Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification. ICAISC (2) (2023)
Rosmary Blanco, Cemal Koba, Alessandro Crimi
Resting State Brain Connectivity Analysis from EEG and FNIRS Signals. ICCS (2) (2023)
Ahmed Abdeen Hamed, Alessandro Crimi, Magdalena M. Misiak, Byung Suk Lee
Establishing Trust in ChatGPT BioMedical Generated Text: An Ontology-Based Knowledge Graph to Validate Disease-Symptom Links. CoRR (2023)
Joan Falcó-Roget, Alessandro Crimi
Bayesian Filtered Generation of Post-surgical Brain Connectomes on Tumor Patients. ISGIE/GRAIL@MICCAI (2022)
Rija Tonny Christian Ramarolahy, Esther Opoku Gyasi, Alessandro Crimi
Classification and Generation of Microscopy Images with Plasmodium Falciparum via Artificial Neural Networks Using Low Cost Settings. DART/FAIR@MICCAI (2021)
Alessandro Crimi, Luca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona
Structurally constrained effective brain connectivity. NeuroImage 239 (2021)
Alessandro Crimi, E. Kara
Spreading Model for Patients with Parkinson's Disease Based on Connectivity Differences. ISBI (2019)
Samar S. M. Elsheikh, Spyridon Bakas, Nicola J. Mulder, Emile R. Chimusa, Christos Davatzikos, Alessandro Crimi
Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns. BrainLes@MICCAI (1) (2018)
Samar S. M. Elsheikh, Emile R. Chimusa, Nicola J. Mulder, Alessandro Crimi
Relating connectivity changes in brain networks to genetic information in Alzheimer patients. ISBI (2018)
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.
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge. CoRR (2018)
Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
Case-control discrimination through effective brain connectivity. ISBI (2017)
Saida S. Mohamed, Nancy Duong Nguyen, Eiko Yoneki, Alessandro Crimi
Connectome of Autistic Brains, Global Versus Local Characterization. CNI@MICCAI (2017)
Benjamin Amoah, Alessandro Crimi
Topological Measures of Connectomics for Low Grades Glioma. BrainLes@MICCAI (2016)
Alessandro Crimi, Luca Dodero, Vittorio Murino, Diego Sona
Effective Brain Connectivity Through a Constrained Autoregressive Model. MICCAI (1) (2016)
Alessandro Crimi, Maxim Makhinya, Ulrich Baumann, Christoph Thalhammer, Gábor Székely, Orcun Goksel
Automatic Measurement of Venous Pressure Using B-Mode Ultrasound. IEEE Trans. Biomed. Eng. 63 (2) (2016)
Evelyn Arthur Anto, Benjamin Amoah, Alessandro Crimi
Segmentation of ultrasound images of fetal anatomic structures using random forest for low-cost settings. EMBC (2015)
Alessandro Crimi
Brain Lesions, Introduction. Brainles@MICCAI (2015)
Benjamin Amoah, Evelyn Arthur Anto, Alessandro Crimi
Automatic fetal measurements for low-cost settings by using Local Phase Bone detection. EMBC (2015)
Alessandro Crimi, Maxim Makhinya, Ulrich Baumann, Gábor Székely, Orcun Goksel
Vessel tracking for ultrasound-based venous pressure measurement. ISBI (2014)
Alessandro Crimi, Olivier Commowick, Jean-Christophe Ferré, Adil Maarouf, Gilles Edan, Christian Barillot
Multiple sclerosis lesions evolution in patients with clinically isolated syndrome. Medical Imaging: Image Processing (2013)
Alessandro Crimi, Olivier Commowick, Jean-Christophe Ferré, Adil Maarouf, Gilles Edan, Christian Barillot
Semi-automatic classification of lesion patterns in patients with clinically isolated syndrome. ISBI (2013)
Kersten Petersen, Melanie Ganz, Peter Mysling, Mads Nielsen, Lene Lillemark, Alessandro Crimi, Sami S. Brandt
A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs. IEEE Trans. Medical Imaging 31 (3) (2012)
Alessandro Crimi, Martin Lillholm, Mads Nielsen, Anarta Ghosh, Marleen de Bruijne, Erik B. Dam, Jon Sporring
Maximum a Posteriori Estimation of Linear Shape Variation With Application to Vertebra and Cartilage Modeling. IEEE Trans. Medical Imaging 30 (8) (2011)
Alessandro Crimi, Anarta Ghosh, Jon Sporring, Mads Nielsen
Bayes estimation of shape model with application to vertebrae boundaries. Medical Imaging: Image Processing (2009)