Fabien Scalzo

Orcid: 0000-0001-9755-8104

According to our database¹, Fabien Scalzo authored at least 57 papers between 2005 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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Links

On csauthors.net:

Bibliography

2024

Predicting Outcomes in Video Games with Long Short Term Memory Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Nodule detection and generation on chest X-rays: NODE21 Challenge.

[BibT_eX]

[DOI]

CoRR, 2024

2023

A.I. in a Liberal Arts College: The Renaissance of Humanistic Education.

[BibT_eX]

[DOI]

Fabien Scalzo

XRDS, 2023

A Comparative Study of Open-Source Large Language Models, GPT-4 and Claude 2: Multiple-Choice Test Taking in Nephrology.

[BibT_eX]

[DOI]

CoRR, 2023

Auxiliary-Domain Learning for a Functional Prediction of Glaucoma Progression.

[BibT_eX]

[DOI]

Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

3D Reconstruction from 2D Cerebral Angiograms as a Volumetric Denoising Problem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

Foil-Net: Deep Wave Classification for Hydrofoil Surfing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

2022

Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Deep Learning-Based Classification of Plant Xylem Tissue from Light Micrographs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

CBFV Waveform Pattern Analysis in Noninvasive Ultrasound-based ICP Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Determining and Validating Population Differences in Magnetic Resonance Angiography Using Sparse Representation.

[BibT_eX]

[DOI]

Steve Mendoza

Fabien Scalzo

Aichi Chien

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images.

[BibT_eX]

[DOI]

Lu Li

Meng Wei

Bo Liu

Kunakorn Atchaneeyasakul

IEEE J. Biomed. Health Informatics, 2021

Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2021

Time Stretch Computing for Ultrafast Single-shot Data Acquisition and Inference.

[BibT_eX]

[DOI]

Bahram Jalali

Tingyi Zhou

Fabien Scalzo

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

CT Perfusion Imaging of the Brain with Machine Learning.

[BibT_eX]

[DOI]

Kellen Cheng

Kunakorn Atchaneeyasakul

Zeid Barakat

David S. Liebeskind

Fabien Scalzo

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRI.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Objective Assessment of Beat Quality in Transcranial Doppler Measurement of Blood Flow Velocity in Cerebral Arteries.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography.

[BibT_eX]

[DOI]

Golnoush Mahmoudinezhad

Daniel Rueckert

Kouros Nouri-Mahdavi

Fabien Scalzo

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

2019

A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing, 2019

Angio-AI: Cerebral Perfusion Angiography with Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing, 2019

Prostate Cancer Inference via Weakly-Supervised Learning using a Large Collection of Negative MRI.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Prediction of Hemorrhagic Transformation Severity in Acute Stroke From Source Perfusion MRI.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2018

Elastic net ensemble classifier for event-related potential based automatic spelling.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2018

Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Automatic Registration of Serial Cerebral Angiography: A Comparative Review.

[BibT_eX]

[DOI]

Alice Tang

Zhiyuan Zhang

Fabien Scalzo

Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Skull Stripping Using Confidence Segmentation Convolution Neural Network.

[BibT_eX]

[DOI]

Kaiyuan Chen

Jingyue Shen

Fabien Scalzo

Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

2017

Cerebral blood flow velocity pulse onset detection using adaptive thresholding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Perfusion Angiography in Acute Ischemic Stroke.

[BibT_eX]

[DOI]

Fabien Scalzo

David S. Liebeskind

Comput. Math. Methods Medicine, 2016

Noise reduction in intracranial pressure signal using causal shape manifolds.

[BibT_eX]

[DOI]

Abhejit Rajagopal

Robert B. Hamilton

Fabien Scalzo

Biomed. Signal Process. Control., 2016

Similarity Metric Learning for 2D to 3D Registration of Brain Vasculature.

[BibT_eX]

[DOI]

Alice Tang

Fabien Scalzo

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Vessel Detection on Cerebral Angiograms Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Tensor Voting Extraction of Vessel Centerlines from Cerebral Angiograms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Extraction of Vascular Intensity Directional Derivative on Computed Tomography Angiography.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Detection of Intracranial Hypertension using Deep Learning.

[BibT_eX]

[DOI]

Benjamin Quachtran

Robert B. Hamilton

Fabien Scalzo

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A temporal deep learning approach for MR perfusion parameter estimation in stroke.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Ensemble of sparse classifiers for high-dimensional biological data.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2015

Probabilistic Labeling of Cerebral Vasculature on MR Angiography.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Detection of hyperperfusion on arterial spin labeling using deep learning.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Deep learning of tissue fate features in acute ischemic stroke.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Pediatric heart sound segmentation using Hidden Markov Model.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Reducing False Intracranial Pressure Alarms Using Morphological Waveform Features.

[BibT_eX]

[DOI]

Fabien Scalzo

David S. Liebeskind

Xiao Hu

IEEE Trans. Biomed. Eng., 2013

2012

Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

Bayesian tracking of intracranial pressure signal morphology.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2012

2010

Computational Hemodynamics in Intracranial Vessels Reconstructed from Biplane Angiograms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Tissue Fate Prediction in Acute Ischemic Stroke Using Cuboid Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

2009

Morphological Clustering and Analysis of Continuous Intracranial Pressure.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

Regression analysis for peak designation in pulsatile pressure signals.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2009

2008

Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Feature Fusion Hierarchies for gender classification.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Adaptive Patch Features for Object Class Recognition with Learned Hierarchical Models.

[BibT_eX]

[DOI]

Fabien Scalzo

Justus H. Piater

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Unsupervised Learning of Dense Hierarchical Appearance Represe.

[BibT_eX]

[DOI]

Fabien Scalzo

Justus H. Piater

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Unsupervised Learning of Visual Feature Hierarchies.

[BibT_eX]

[DOI]

Fabien Scalzo

Justus H. Piater

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Statistical Learning of Visual Feature Hierarchies.

[BibT_eX]

[DOI]

Fabien Scalzo

Justus H. Piater

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Task-Driven Learning of Spatial Combinations of Visual Features.

[BibT_eX]

[DOI]

Sébastien Jodogne

Fabien Scalzo

Justus H. Piater

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Fabien Scalzo

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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