Fabien Scalzo

According to our database, Fabien Scalzo authored at least 59 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fourier feature network for 3D vessel reconstruction from biplane angiograms.

Sean Wu, Naoki Kaneko, David S. Liebeskind, Fabien Scalzo

Mach. Vis. Appl., September, 2024

Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge.

Ecem Sogancioglu, Bram van Ginneken, Finn Behrendt, Marcel Bengs, Alexander Schlaefer, Miron Radu, Di Xu, Ke Sheng, Fabien Scalzo, Eric Marcus, Samuele Papa, Jonas Teuwen, Ernst Th. Scholten, Steven Schalekamp, Nils Hendrix, Colin Jacobs, Ward Hendrix, Clara I. Sánchez, Keelin Murphy

IEEE Trans. Medical Imaging, August, 2024

Adversarial Databases Improve Success in Retrieval-based Large Language Models.

Sean Wu, Michael Koo, Liyo Kao, Andy Black, Lesley Blum, Fabien Scalzo, Ira Kurtz

CoRR, 2024

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

Kittimate Chulajata, Sean Wu, Fabien Scalzo, Eun Sang Cha

CoRR, 2024

2023

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

Fabien Scalzo

XRDS, 2023

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

Sean Wu, Michael Koo, Lesley Blum, Andy Black, Liyo Kao, Fabien Scalzo, Ira Kurtz

CoRR, 2023

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

Sean Wu, Vahid Mohammadzadeh, Kiumars Edalati, Jack Martinyan, Arthur Martinyan, Joseph Caprioli, Kouros Nouri-Mahdavi, Fabien Scalzo

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

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

Sean Wu, Naoki Kaneko, Steve Mendoza, David S. Liebeskind, Fabien Scalzo

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

Foil-Net: Deep Wave Classification for Hydrofoil Surfing.

Zachary Mossing, Sean Wu, Kevin Hong, Fabien Scalzo, Eun Sang Cha

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

2022

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

Arvind Vepa, Andrew Choi, Noor Nakhaei, Wonjun Lee, Noah Stier, Andrew Vu, Greyson Jenkins, Xiaoyan Yang, Manjot Shergill, Moira Desphy, Kevin Delao, Mia Levy, Cristopher Garduno, Lacy Nelson, Wandi Liu, Fan Hung, Fabien Scalzo

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

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

Sean Wu, Reem Al Dabagh, Anna L. Jacobsen, Helen I. Holmlund, Fabien Scalzo

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

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

Miaomiao Wei, Corey M. Thibeault, Robert B. Hamilton, Fabien Scalzo

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

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

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.

Lu Li, Meng Wei, Bo Liu, Kunakorn Atchaneeyasakul, Fugen Zhou, Zehao Pan, Shimran A. Kumar, Jason Y. Zhang, Yuehua Pu, David S. Liebeskind, Fabien Scalzo

IEEE J. Biomed. Health Informatics, 2021

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

Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold

Comput. Medical Imaging Graph., 2021

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

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.

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.

Haoxin Zheng, Qi Miao, Steven S. Raman, Fabien Scalzo, Kyung Hyun Sung

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

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

Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang

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.

Kian Jalaleddini, Seth J. Wilk, Robert B. Hamilton, Nicolas Canac, Samuel G. Thorpe, Michael John O'Brien, Mina Ranjbaran, Benjamin Delay, Amber Y. Dorn, Fabien Scalzo, Corey M. Thibeault

IEEE Trans. Biomed. Eng., 2020

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

Osama N. Hassan, Serhat Sahin, Vahid Mohammadzadeh, Xiaohe Yang, Navid Amini, Apoorva Mylavarapu, Jack Martinyan, Tae Hong, 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.

King Chung Ho, William Speier, Haoyue Zhang, Fabien Scalzo, Suzie El-Saden, Corey W. Arnold

IEEE Trans. Medical Imaging, 2019

LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke.

Yannan Yu, Bhargav Parsi, William Speier, Corey W. Arnold, Min Lou, Fabien Scalzo

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

Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography.

Alexander Liebeskind, Adit Deshpande, Julie Murakami, Fabien Scalzo

Proceedings of the Advances in Visual Computing, 2019

Angio-AI: Cerebral Perfusion Angiography with Machine Learning.

Ebrahim Feghhi, Yinsheng Zhou, John Tran, David S. Liebeskind, Fabien Scalzo

Proceedings of the Advances in Visual Computing, 2019

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

Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven S. Raman, Kyung Hyun Sung

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.

Yannan Yu, Danfeng Guo, Min Lou, David S. Liebeskind, Fabien Scalzo

IEEE Trans. Biomed. Eng., 2018

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

Sunghan Kim, Austin White, Fabien Scalzo, David Collier

Biomed. Signal Process. Control., 2018

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

Andreas Hess, Raphael Meier, Johannes Kaesmacher, Simon Jung, Fabien Scalzo, David S. Liebeskind, Roland Wiest, Richard McKinley

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

Automatic Registration of Serial Cerebral Angiography: A Comparative Review.

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.

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.

Shadnaz Asgari, Natalie K. Arevalo, Robert B. Hamilton, Dan Hanchey, Fabien Scalzo

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

2016

Perfusion Angiography in Acute Ischemic Stroke.

Fabien Scalzo, David S. Liebeskind

Comput. Math. Methods Medicine, 2016

Noise reduction in intracranial pressure signal using causal shape manifolds.

Abhejit Rajagopal, Robert B. Hamilton, Fabien Scalzo

Biomed. Signal Process. Control., 2016

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

Alice Tang, Fabien Scalzo

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

Vessel Detection on Cerebral Angiograms Using Convolutional Neural Networks.

Yang Fu, Jiawen Fang, Benjamin Quachtran, Natia Chachkhiani, Fabien Scalzo

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

Tensor Voting Extraction of Vessel Centerlines from Cerebral Angiograms.

Yu Ding, Mircea Nicolescu, Dan Farmer, Yao Wang, George Bebis, Fabien Scalzo

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

Extraction of Vascular Intensity Directional Derivative on Computed Tomography Angiography.

Elijah Agbayani, Baixue Jia, Graham Woolf, David S. Liebeskind, Fabien Scalzo

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

Detection of Intracranial Hypertension using Deep Learning.

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.

King Chung Ho, Fabien Scalzo, Karthik V. Sarma, Suzie El-Saden, Corey W. Arnold

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

2015

Ensemble of sparse classifiers for high-dimensional biological data.

Sunghan Kim, Fabien Scalzo, Donatello Telesca, Xiao Hu

Int. J. Data Min. Bioinform., 2015

Probabilistic Labeling of Cerebral Vasculature on MR Angiography.

Benjamin Quachtran, Sunil Sheth, Jeffrey L. Saver, David S. Liebeskind, Fabien Scalzo

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

Detection of hyperperfusion on arterial spin labeling using deep learning.

Nicholas Vincent, Noah Stier, Songlin Yu, David S. Liebeskind, Danny J. J. Wang, Fabien Scalzo

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

Deep learning of tissue fate features in acute ischemic stroke.

Noah Stier, Nicholas Vincent, David S. Liebeskind, Fabien Scalzo

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

2014

Pediatric heart sound segmentation using Hidden Markov Model.

Pouye Sedighian, Andrew W. Subudhi, Fabien Scalzo, Shadnaz Asgari

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.

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.

Sunghan Kim, Fabien Scalzo, Marvin Bergsneider, Paul M. Vespa, Neil Martin, Xiao Hu

IEEE Trans. Biomed. Eng., 2012

Bayesian tracking of intracranial pressure signal morphology.

Fabien Scalzo, Shadnaz Asgari, Sunghan Kim, Marvin Bergsneider, Xiao Hu

Artif. Intell. Medicine, 2012

2010

Computational Hemodynamics in Intracranial Vessels Reconstructed from Biplane Angiograms.

Fabien Scalzo, Qing Hao, Alan M. Walczak, Xiao Hu, Yiemeng Hoi, Kenneth R. Hoffmann, David S. Liebeskind

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

Tissue Fate Prediction in Acute Ischemic Stroke Using Cuboid Models.

Fabien Scalzo, Qing Hao, Jeffrey R. Alger, Xiao Hu, David S. Liebeskind

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

2009

Morphological Clustering and Analysis of Continuous Intracranial Pressure.

Xiao Hu, Peng Xu, Fabien Scalzo, Paul M. Vespa, Marvin Bergsneider

IEEE Trans. Biomed. Eng., 2009

Regression analysis for peak designation in pulsatile pressure signals.

Fabien Scalzo, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu

Medical Biol. Eng. Comput., 2009

2008

Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals.

Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu

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

Feature Fusion Hierarchies for gender classification.

Fabien Scalzo, George Bebis, Mircea Nicolescu, Leandro A. Loss, Alireza Tavakkoli

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

2007

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

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.

Fabien Scalzo, Justus H. Piater

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

2005

Unsupervised Learning of Visual Feature Hierarchies.

Fabien Scalzo, Justus H. Piater

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

Statistical Learning of Visual Feature Hierarchies.

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.

Sébastien Jodogne, Fabien Scalzo, Justus H. Piater

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