Fabien Scalzo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Topics

Ischemic Stroke

Convolutional Neural Networks

Cerebral Blood Flow

Top Venues

Publications

Sean Wu, Naoki Kaneko, David S. Liebeskind, Fabien Scalzo
Fourier feature network for 3D vessel reconstruction from biplane angiograms. Mach. Vis. Appl. 35 (5) (2024)
Sean Wu, Michael Koo, Liyo Kao, Andy Black, Lesley Blum, Fabien Scalzo, Ira Kurtz
Adversarial Databases Improve Success in Retrieval-based Large Language Models. CoRR (2024)
Kittimate Chulajata, Sean Wu, Fabien Scalzo, Eun Sang Cha
Predicting Outcomes in Video Games with Long Short Term Memory Networks. CoRR (2024)
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
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. IEEE Trans. Medical Imaging 43 (8) (2024)
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
Nodule detection and generation on chest X-rays: NODE21 Challenge. CoRR (2024)
Zachary Mossing, Sean Wu, Kevin Hong, Fabien Scalzo, Eun Sang Cha
Foil-Net: Deep Wave Classification for Hydrofoil Surfing. ISVC (2) (2023)
Fabien Scalzo
A.I. in a Liberal Arts College: The Renaissance of Humanistic Education. XRDS 29 (4) (2023)
Sean Wu, Vahid Mohammadzadeh, Kiumars Edalati, Jack Martinyan, Arthur Martinyan, Joseph Caprioli, Kouros Nouri-Mahdavi, Fabien Scalzo
Auxiliary-Domain Learning for a Functional Prediction of Glaucoma Progression. OMIA@MICCAI (2023)
Sean Wu, Naoki Kaneko, Steve Mendoza, David S. Liebeskind, Fabien Scalzo
3D Reconstruction from 2D Cerebral Angiograms as a Volumetric Denoising Problem. ISVC (1) (2023)
Sean Wu, Michael Koo, Lesley Blum, Andy Black, Liyo Kao, Fabien Scalzo, Ira Kurtz
A Comparative Study of Open-Source Large Language Models, GPT-4 and Claude 2: Multiple-Choice Test Taking in Nephrology. CoRR (2023)
Sean Wu, Reem Al Dabagh, Anna L. Jacobsen, Helen I. Holmlund, Fabien Scalzo
Deep Learning-Based Classification of Plant Xylem Tissue from Light Micrographs. ISVC (1) (2022)
Steve Mendoza, Fabien Scalzo, Aichi Chien
Determining and Validating Population Differences in Magnetic Resonance Angiography Using Sparse Representation. BIBM (2022)
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
Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography. WACV (2022)
Miaomiao Wei, Corey M. Thibeault, Robert B. Hamilton, Fabien Scalzo
CBFV Waveform Pattern Analysis in Noninvasive Ultrasound-based ICP Monitoring. BIBM (2022)
Haoxin Zheng, Qi Miao, Steven S. Raman, Fabien Scalzo, Kyung Hyun Sung
Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRI. ISBI (2021)
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
Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. Comput. Medical Imaging Graph. 90 (2021)
Kellen Cheng, Kunakorn Atchaneeyasakul, Zeid Barakat, David S. Liebeskind, Fabien Scalzo
CT Perfusion Imaging of the Brain with Machine Learning. ISVC (2) (2021)
Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis. ICCVW (2021)
Bahram Jalali, Tingyi Zhou, Fabien Scalzo
Time Stretch Computing for Ultrafast Single-shot Data Acquisition and Inference. OFC (2021)
Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis. CoRR (2021)
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
Objective Assessment of Beat Quality in Transcranial Doppler Measurement of Blood Flow Velocity in Cerebral Arteries. IEEE Trans. Biomed. Eng. 67 (3) (2020)
Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold
Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time. CoRR (2020)
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
Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography. ISVC (2) (2020)
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
Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography. CoRR (2020)
Alexander Liebeskind, Adit Deshpande, Julie Murakami, Fabien Scalzo
Automatic Estimation of Arterial Input Function in Digital Subtraction Angiography. ISVC (1) (2019)
Ebrahim Feghhi, Yinsheng Zhou, John Tran, David S. Liebeskind, Fabien Scalzo
Angio-AI: Cerebral Perfusion Angiography with Machine Learning. ISVC (1) (2019)
King Chung Ho, William Speier, Haoyue Zhang, Fabien Scalzo, Suzie El-Saden, Corey W. Arnold
A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans. Medical Imaging 38 (7) (2019)
Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven S. Raman, Kyung Hyun Sung
Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI. CoRR (2019)
Ruiming Cao, Xinran Zhong, Fabien Scalzo, Steven S. Raman, Kyung Hyun Sung
Prostate Cancer Inference via Weakly-Supervised Learning using a Large Collection of Negative MRI. ICCV Workshops (2019)
Yannan Yu, Bhargav Parsi, William Speier, Corey W. Arnold, Min Lou, Fabien Scalzo
LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke. MICCAI (4) (2019)
Alice Tang, Zhiyuan Zhang, Fabien Scalzo
Automatic Registration of Serial Cerebral Angiography: A Comparative Review. ISVC (2018)
Andreas Hess, Raphael Meier, Johannes Kaesmacher, Simon Jung, Fabien Scalzo, David S. Liebeskind, Roland Wiest, Richard McKinley
Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning. CoRR (2018)
Yannan Yu, Danfeng Guo, Min Lou, David S. Liebeskind, Fabien Scalzo
Prediction of Hemorrhagic Transformation Severity in Acute Stroke From Source Perfusion MRI. IEEE Trans. Biomed. Eng. 65 (9) (2018)
Sunghan Kim, Austin White, Fabien Scalzo, David Collier
Elastic net ensemble classifier for event-related potential based automatic spelling. Biomed. Signal Process. Control. 46 (2018)
Kaiyuan Chen, Jingyue Shen, Fabien Scalzo
Skull Stripping Using Confidence Segmentation Convolution Neural Network. ISVC (2018)
Andreas Hess, Raphael Meier, Johannes Kaesmacher, Simon Jung, Fabien Scalzo, David S. Liebeskind, Roland Wiest, Richard McKinley
Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning. BrainLes@MICCAI (1) (2018)
Shadnaz Asgari, Natalie K. Arevalo, Robert B. Hamilton, Dan Hanchey, Fabien Scalzo
Cerebral blood flow velocity pulse onset detection using adaptive thresholding. BHI (2017)
Yu Ding, Mircea Nicolescu, Dan Farmer, Yao Wang, George Bebis, Fabien Scalzo
Tensor Voting Extraction of Vessel Centerlines from Cerebral Angiograms. ISVC (1) (2016)
King Chung Ho, Fabien Scalzo, Karthik V. Sarma, Suzie El-Saden, Corey W. Arnold
A temporal deep learning approach for MR perfusion parameter estimation in stroke. ICPR (2016)
Elijah Agbayani, Baixue Jia, Graham Woolf, David S. Liebeskind, Fabien Scalzo
Extraction of Vascular Intensity Directional Derivative on Computed Tomography Angiography. ISVC (1) (2016)
Fabien Scalzo, David S. Liebeskind
Perfusion Angiography in Acute Ischemic Stroke. Comput. Math. Methods Medicine 2016 (2016)
Alice Tang, Fabien Scalzo
Similarity Metric Learning for 2D to 3D Registration of Brain Vasculature. ISVC (1) (2016)
Yang Fu, Jiawen Fang, Benjamin Quachtran, Natia Chachkhiani, Fabien Scalzo
Vessel Detection on Cerebral Angiograms Using Convolutional Neural Networks. ISVC (1) (2016)
Abhejit Rajagopal, Robert B. Hamilton, Fabien Scalzo
Noise reduction in intracranial pressure signal using causal shape manifolds. Biomed. Signal Process. Control. 28 (2016)
Benjamin Quachtran, Robert B. Hamilton, Fabien Scalzo
Detection of Intracranial Hypertension using Deep Learning. ICPR (2016)
Noah Stier, Nicholas Vincent, David S. Liebeskind, Fabien Scalzo
Deep learning of tissue fate features in acute ischemic stroke. BIBM (2015)
Benjamin Quachtran, Sunil Sheth, Jeffrey L. Saver, David S. Liebeskind, Fabien Scalzo
Probabilistic Labeling of Cerebral Vasculature on MR Angiography. ISVC (1) (2015)
Sunghan Kim, Fabien Scalzo, Donatello Telesca, Xiao Hu
Ensemble of sparse classifiers for high-dimensional biological data. Int. J. Data Min. Bioinform. 12 (2) (2015)
Nicholas Vincent, Noah Stier, Songlin Yu, David S. Liebeskind, Danny J. J. Wang, Fabien Scalzo
Detection of hyperperfusion on arterial spin labeling using deep learning. BIBM (2015)
Pouye Sedighian, Andrew W. Subudhi, Fabien Scalzo, Shadnaz Asgari
Pediatric heart sound segmentation using Hidden Markov Model. EMBC (2014)
Fabien Scalzo, David S. Liebeskind, Xiao Hu
Reducing False Intracranial Pressure Alarms Using Morphological Waveform Features. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Sunghan Kim, Fabien Scalzo, Marvin Bergsneider, Paul M. Vespa, Neil Martin, Xiao Hu
Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function. IEEE Trans. Biomed. Eng. 59 (3) (2012)
Fabien Scalzo, Shadnaz Asgari, Sunghan Kim, Marvin Bergsneider, Xiao Hu
Bayesian tracking of intracranial pressure signal morphology. Artif. Intell. Medicine 54 (2) (2012)
Fabien Scalzo, Qing Hao, Jeffrey R. Alger, Xiao Hu, David S. Liebeskind
Tissue Fate Prediction in Acute Ischemic Stroke Using Cuboid Models. ISVC (2) (2010)
Fabien Scalzo, Qing Hao, Alan M. Walczak, Xiao Hu, Yiemeng Hoi, Kenneth R. Hoffmann, David S. Liebeskind
Computational Hemodynamics in Intracranial Vessels Reconstructed from Biplane Angiograms. ISVC (3) (2010)
Fabien Scalzo, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
Regression analysis for peak designation in pulsatile pressure signals. Medical Biol. Eng. Comput. 47 (9) (2009)
Xiao Hu, Peng Xu, Fabien Scalzo, Paul M. Vespa, Marvin Bergsneider
Morphological Clustering and Analysis of Continuous Intracranial Pressure. IEEE Trans. Biomed. Eng. 56 (3) (2009)
Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu
Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. ISVC (1) (2008)
Fabien Scalzo, George Bebis, Mircea Nicolescu, Leandro A. Loss, Alireza Tavakkoli
Feature Fusion Hierarchies for gender classification. ICPR (2008)
Fabien Scalzo, Justus H. Piater
Adaptive Patch Features for Object Class Recognition with Learned Hierarchical Models. CVPR (2007)
Fabien Scalzo, Justus H. Piater
Unsupervised Learning of Dense Hierarchical Appearance Represe. ICPR (2) (2006)
Sébastien Jodogne, Fabien Scalzo, Justus H. Piater
Task-Driven Learning of Spatial Combinations of Visual Features. CVPR Workshops (2005)
Fabien Scalzo, Justus H. Piater
Statistical Learning of Visual Feature Hierarchies. CVPR Workshops (2005)
Fabien Scalzo, Justus H. Piater
Unsupervised Learning of Visual Feature Hierarchies. MLDM (2005)