Fabien Scalzo: search on Z-Library

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1

Predictive analytics and machine learning in stroke and neurovascular medicine

Saber, Hamidreza, Somai, Melek, Rajah, Gary B., Scalzo, Fabien, Liebeskind, David S.

Journal:

Neurological Research

Year:

2019

Language:

english

File:

PDF, 1.56 MB

english, 2019

2

Deep learning and radiomics: the utility of Google TensorFlow™ Inception in classifying clear cell renal cell carcinoma and oncocytoma on multiphasic CT

Coy, Heidi, Hsieh, Kevin, Wu, Willie, Nagarajan, Mahesh B., Young, Jonathan R., Douek, Michael L., Brown, Matthew S., Scalzo, Fabien, Raman, Steven S.

Journal:

Abdominal Radiology

Year:

2019

Language:

english

File:

PDF, 3.00 MB

english, 2019

3

[IEEE 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Washington, DC, USA (2015.11.9-2015.11.12)] 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Deep learning of tissue fate features in acute ischemic stroke

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

Year:

2015

Language:

english

File:

PDF, 1.15 MB

english, 2015

4

Deep transfer learning-based prostate cancer classification using 3 Tesla multi-parametric MRI

Zhong, Xinran, Cao, Ruiming, Shakeri, Sepideh, Scalzo, Fabien, Lee, Yeejin, Enzmann, Dieter R., Wu, Holden H., Raman, Steven S., Sung, Kyunghyun

Journal:

Abdominal Radiology

Year:

2018

Language:

english

File:

PDF, 1.62 MB

english, 2018

5

Perfusion Angiography in Acute Ischemic Stroke

Scalzo, Fabien, Liebeskind, David S.

Journal:

Computational and Mathematical Methods in Medicine

Year:

2016

Language:

english

File:

PDF, 9.05 MB

english, 2016

6

A Machine Learning Approach for Classifying Ischemic Stroke Onset Time from Imaging

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

Journal:

IEEE Transactions on Medical Imaging

Year:

2019

Language:

english

File:

PDF, 6 KB

english, 2019

7

Regression analysis for peak designation in pulsatile pressure signals

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

Journal:

Medical and Biological Engineering and Computing

Year:

2009

Language:

english

File:

PDF, 624 KB

english, 2009

8

Bayesian tracking of intracranial pressure signal morphology

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

Journal:

Artificial Intelligence in Medicine

Year:

2012

Language:

english

File:

PDF, 1.39 MB

english, 2012

9

Noninvasive intracranial hypertension detection based on cerebral blood flow velocity waveform alone

Sunghan Kim, Fabien Scalzo, Marvin Bergsneider, Paul Vespa, Xiao Hu

Journal:

Journal of Critical Care

Year:

2011

Language:

english

File:

PDF, 42 KB

english, 2011

10

Regional Prediction of Tissue Fate in Acute Ischemic Stroke

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

Journal:

Annals of Biomedical Engineering

Year:

2012

Language:

english

File:

PDF, 885 KB

english, 2012

11

Intracranial hypertension prediction using extremely randomized decision trees

Fabien Scalzo, Robert Hamilton, Shadnaz Asgari, Sunghan Kim, Xiao Hu

Journal:

Medical Engineering & Physics

Year:

2012

Language:

english

File:

PDF, 803 KB

english, 2012

12

Robust Peak Recognition in Intracranial Pressure Signals

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

Journal:

BioMedical Engineering OnLine

Year:

2010

Language:

english

File:

PDF, 976 KB

english, 2010

13

Semi-supervised detection of intracranial pressure alarms using waveform dynamics

Scalzo, Fabien, Hu, Xiao

Journal:

Physiological Measurement

Year:

2013

Language:

english

File:

PDF, 712 KB

english, 2013

14

Multi-center prediction of hemorrhagic transformation in acute ischemic stroke using permeability imaging features

Scalzo, Fabien, Alger, Jeffry R., Hu, Xiao, Saver, Jeffrey L., Dani, Krishna A., Muir, Keith W., Demchuk, Andrew M., Coutts, Shelagh B., Luby, Marie, Warach, Steven, Liebeskind, David S.

Journal:

Magnetic Resonance Imaging

Year:

2013

Language:

english

File:

PDF, 1.40 MB

english, 2013

15

Reducing False Intracranial Pressure Alarms Using Morphological Waveform Features

Scalzo, Fabien, Liebeskind, David, Hu, Xiao

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2013

Language:

english

File:

PDF, 321 KB

english, 2013

16

Noninvasive Fractional Flow on MRA Predicts Stroke Risk of Intracranial Stenosis

Liebeskind, David S., Kosinski, Andrzej S., Lynn, Michael J., Scalzo, Fabien, Fong, Albert K., Fariborz, Pari, Chimowitz, Marc I., Feldmann, Edward

Journal:

Journal of Neuroimaging

Year:

2015

Language:

english

File:

PDF, 348 KB

english, 2015

17

[IEEE 2008 19th International Conference on Pattern Recognition (ICPR) - Tampa, FL, USA (2008.12.8-2008.12.11)] 2008 19th International Conference on Pattern Recognition - Feature Fusion Hierarchies for gender classification

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

Year:

2008

Language:

english

File:

PDF, 301 KB

english, 2008

18

[IEEE 2007 IEEE Conference on Computer Vision and Pattern Recognition - Minneapolis, MN, USA (2007.06.17-2007.06.22)] 2007 IEEE Conference on Computer Vision and Pattern Recognition - Adaptive Patch Features for Object Class Recognition with Learned Hierarchical Models

Scalzo, Fabien, Piater, Justus H.

Year:

2007

Language:

english

File:

PDF, 7.80 MB

english, 2007

19

[IEEE 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Vancouver, BC (2008.08.20-2008.08.25)] 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Wavelet entropy characterization of elevated intracranial pressure

Xu, Peng, Scalzo, Fabien, Bergsneider, Marvin, Vespa, Paul, Chad, Miller, Xiao Hu,

Year:

2008

Language:

english

File:

PDF, 184 KB

english, 2008

20

[IEEE 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Vancouver, BC (2008.08.20-2008.08.25)] 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Nonlinear regression for sub-peak detection of intracranial pressure signals

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

Year:

2008

Language:

english

File:

PDF, 212 KB

english, 2008

21

[IEEE 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Chicago, IL (2014.8.26-2014.8.30)] 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Pediatric heart sound segmentation using Hidden Markov Model

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

Year:

2014

Language:

english

File:

PDF, 947 KB

english, 2014

22

Postischemic hyperperfusion on arterial spin labeled perfusion MRI is linked to hemorrhagic transformation in stroke

Yu, Songlin, Liebeskind, David S, Dua, Sumit, Wilhalme, Holly, Elashoff, David, Qiao, Xin J, Alger, Jeffry R, Sanossian, Nerses, Starkman, Sidney, Ali, Latisha K, Scalzo, Fabien, Lou, Xin, Yoo, Bryan,

Journal:

Journal of Cerebral Blood Flow and Metabolism

Year:

2015

Language:

english

File:

PDF, 2.19 MB

english, 2015

23

Intracranial pressure pulse morphological features improved detection of decreased cerebral blood flow

Hu, Xiao, Glenn, Thomas, Scalzo, Fabien, Bergsneider, Marvin, Sarkiss, Chris, Martin, Neil, Vespa, Paul

Journal:

Physiological Measurement

Year:

2010

Language:

english

File:

PDF, 489 KB

english, 2010

24

[ACM Press the 2011 workshop - San Diego, California, USA (2011.08.21-2011.08.21)] Proceedings of the 2011 workshop on Data mining for medicine and healthcare - DMMH '11 - Noninvasive intracranial hypertension diagnosis using ensemble sparse classifiers

Kim, Sunghan, Scalzo, Fabien, Hu, Xiao

Year:

2011

Language:

english

File:

PDF, 455 KB

english, 2011

25

Ensemble of sparse classifiers for high-dimensional biological data

Kim, Sunghan, Scalzo, Fabien, Telesca, Donatello, Hu, Xiao

Journal:

International Journal of Data Mining and Bioinformatics

Year:

2015

Language:

english

File:

PDF, 328 KB

english, 2015

26

Ischemia-Reperfusion Injury in Stroke

Nour, May, Scalzo, Fabien, Liebeskind, David S.

Journal:

Interventional Neurology

Year:

2012

Language:

english

File:

PDF, 1.57 MB

english, 2012

27

[IEEE 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Washington, DC, USA (2015.11.9-2015.11.12)] 2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Detection of hyperperfusion on arterial spin labeling using deep learning

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

Year:

2015

Language:

english

File:

PDF, 1.35 MB

english, 2015

28

DWI Lesion Patterns Predict Outcome in Stroke Patients with Thrombolysis

Liu, Dezhi, Scalzo, Fabien, Starkman, Sidney, Rao, Neal M., Hinman, Jason D., Kim, Doojin, Ali, Latisha K., Saver, Jeffrey L., Noorian, Ali Reza, Ng, Kwan, Liang, Conrad, Sheth, Sunil A., Yoo, Bryan,

Journal:

Cerebrovascular Diseases

Year:

2015

Language:

english

File:

PDF, 110 KB

english, 2015

29

Early Magnetic Resonance Imaging Predicts Early Neurological Deterioration in Acute Middle Cerebral Artery Minor Stroke

Liu, Dezhi, Sun, Wen, Scalzo, Fabien, Xiong, Yunyun, Zhang, Xiaohao, Qiu, Zhongming, Zhu, Wusheng, Ma, Minmin, Liu, Wenhua, Xu, Gelin, Lu, Guangming, Liebeskind, David S., Liu, Xinfeng

Journal:

Journal of Stroke and Cerebrovascular Diseases

Year:

2016

Language:

english

File:

PDF, 108 KB

english, 2016

30

Multimodal CT techniques for cerebrovascular and hemodynamic evaluation of ischemic stroke: occlusion, collaterals, and perfusion

Jia, Baixue, Scalzo, Fabien, Agbayani, Elijah, Woolf, Graham W, Liu, Liping, Miao, Zhongrong, Liebeskind, David S

Journal:

Expert Review of Neurotherapeutics

Year:

2016

Language:

english

File:

PDF, 1.09 MB

english, 2016

31

Noise reduction in intracranial pressure signal using causal shape manifolds

Rajagopal, Abhejit, Hamilton, Robert B., Scalzo, Fabien

Journal:

Biomedical Signal Processing and Control

Year:

2016

Language:

english

File:

PDF, 1.37 MB

english, 2016

32

Computational fluid dynamics of computed tomography angiography to detect the hemodynamic impact of intracranial atherosclerotic stenosis

Leng, Xinyi, Scalzo, Fabien, Fong, Albert K, Johnson, Mark, Ip, Hing Lung, Soo, Yannie, Leung, Thomas, Liu, Liping, Feldmann, Edward, Wong, Ka Sing, Liebeskind, David S

Journal:

Neurovascular Imaging

Year:

2015

Language:

english

File:

PDF, 854 KB

english, 2015

33

Hemodynamic Impact of Systolic Blood Pressure and Hematocrit Calculated by Computational Fluid Dynamics in Patients with Intracranial Atherosclerosis

Nam, Hyo Suk, Scalzo, Fabien, Leng, Xinyi, Ip, Hing Lung, Lee, Hye Sun, Fan, Florence, Chen, Xiangyan, Soo, Yannie, Miao, Zhongrong, Liu, Liping, Feldmann, Edward, Leung, Thomas, Wong, Ka Sing, Liebes

Journal:

Journal of Neuroimaging

Year:

2016

Language:

english

File:

PDF, 368 KB

english, 2016

34

Fluid-Attenuated Inversion Recovery Vascular Hyperintensity Topography, Novel Imaging Marker for Revascularization in Middle Cerebral Artery Occlusion

Liu, Dezhi, Scalzo, Fabien, Rao, Neal M., Hinman, Jason D., Kim, Doojin, Ali, Latisha K., Saver, Jeffrey L., Sun, Wen, Dai, Qiliang, Liu, Xinfeng, Liebeskind, David S.

Journal:

Year:

2016

Language:

english

File:

PDF, 1.00 MB

english, 2016

35

ASPECTS-based reperfusion status on arterial spin labeling is associated with clinical outcome in acute ischemic stroke patients

Yu, Songlin, Ma, Samantha J, Liebeskind, David S, Yu, Dandan, Li, Ning, Qiao, Xin J, Shao, Xingfeng, Yan, Lirong, Yoo, Bryan, Scalzo, Fabien, Hinman, Jason D, Sharma, Latisha K, Rao, Neal, Jahan, Reza

Journal:

Journal of Cerebral Blood Flow and Metabolism

Year:

2017

Language:

english

File:

PDF, 791 KB

english, 2017

36

[IEEE 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Orland, FL, USA (2017.2.16-2017.2.19)] 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Cerebral blood flow velocity pulse onset detection using adaptive thresholding

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

Year:

2017

Language:

english

File:

PDF, 397 KB

english, 2017

37

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Detection of Intracranial Hypertension using Deep Learning

Quachtran, Benjamin, Hamilton, Robert, Scalzo, Fabien

Year:

2016

Language:

english

File:

PDF, 272 KB

english, 2016

38

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - A temporal deep learning approach for MR perfusion parameter estimation in stroke

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

Year:

2016

Language:

english

File:

PDF, 1.36 MB

english, 2016

39

Quantitative measures of EEG for prediction of outcome in cardiac arrest subjects treated with hypothermia: a literature review

Asgari, Shadnaz, Moshirvaziri, Hana, Scalzo, Fabien, Ramezan-Arab, Nima

Journal:

Journal of Clinical Monitoring and Computing

Year:

2018

Language:

english

File:

PDF, 1.10 MB

english, 2018

40

Prediction of Hemorrhagic Transformation Severity in Acute Stroke from Source Perfusion MRI

Yu, Yannan, Guo, Danfeng, Lou, Min, Liebeskind, David Sigmund, Scalzo, Fabien

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2017

Language:

english

File:

PDF, 1.94 MB

english, 2017

41

Computational Fluid Dynamics Modeling of Symptomatic Intracranial Atherosclerosis May Predict Risk of Stroke Recurrence

Leng, Xinyi, Scalzo, Fabien, Ip, Hing Lung, Johnson, Mark, Fong, Albert K., Fan, Florence S. Y., Chen, Xiangyan, Soo, Yannie O. Y., Miao, Zhongrong, Liu, Liping, Feldmann, Edward, Leung, Thomas W. H.,

Journal:

Year:

2014

Language:

english

File:

PDF, 818 KB

english, 2014

42

Data Science of Stroke Imaging and Enlightenment of the Penumbra

Scalzo, Fabien, Nour, May, Liebeskind, David S.

Journal:

Frontiers in Neurology

Year:

2015

Language:

english

File:

PDF, 638 KB

english, 2015

43

A Cross-Sectional Study on Cerebral Hemodynamics After Mild Traumatic Brain Injury in a Pediatric Population

Thibeault, Corey M., Thorpe, Samuel, O’Brien, Michael J., Canac, Nicolas, Ranjbaran, Mina, Patanam, Ilyas, Sarraf, Artin, LeVangie, James, Scalzo, Fabien, Wilk, Seth J., Diaz-Arrastia, Ramon, Hamilton

Journal:

Frontiers in Neurology

Year:

2018

Language:

english

File:

PDF, 1.25 MB

english, 2018

44

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

Kim, Sunghan, White, Austin, Scalzo, Fabien, Collier, David

Journal:

Biomedical Signal Processing and Control

Year:

2018

Language:

english

File:

PDF, 2.12 MB

english, 2018

45

Validation of collateral scoring on flat-detector multiphase CT angiography in patients with acute ischemic stroke

Maier, Ilko L., Scalzo, Fabien, Leyhe, Johanna R., Schregel, Katharina, Behme, Daniel, Tsogkas, Ioannis, Psychogios, Marios-Nikos, Liebeskind, David S., Meckel, Stephan

Journal:

Year:

2018

Language:

english

File:

PDF, 8.97 MB

english, 2018

46

A Machine Learning Approach to Perfusion Imaging With Dynamic Susceptibility Contrast MR

McKinley, Richard, Hung, Fan, Wiest, Roland, Liebeskind, David S., Scalzo, Fabien

Journal:

Frontiers in Neurology

Year:

2018

Language:

english

File:

PDF, 3.74 MB

english, 2018

47

Association of anemia and hemoglobin decrease during acute stroke treatment with infarct growth and clinical outcome

Bellwald, Sebastian, Balasubramaniam, Rupashani, Nagler, Michael, Burri, Meret S., Fischer, Samuel D. A., Hakim, Arsany, Dobrocky, Tomas, Yu, Yannan, Scalzo, Fabien, Heldner, Mirjam R., Wiest, Roland,

Journal:

Year:

2018

Language:

english

File:

PDF, 1.85 MB

english, 2018

48

MiR-27a-3p protects against blood-brain barrier disruption and brain injury after intracerebral hemorrhage by targeting endothelial aquaporin-11

Xi, Tianyang, Jin, Feng, Zhu, Ying, Wang, Jialu, Tang, Ling, Wang, Yanzhe, Liebeskind, David S., Scalzo, Fabien, He, Zhiyi

Journal:

Journal of Biological Chemistry

Year:

2018

Language:

english

File:

PDF, 1.32 MB

english, 2018

49

Performance Comparison of Knowledge-Based Dose Prediction Techniques Based on Limited Patient Data

Landers, Angelia, Neph, Ryan, Scalzo, Fabien, Ruan, Dan, Sheng, Ke

Journal:

Technology in Cancer Research & Treatment

Year:

2018

Language:

english

File:

PDF, 939 KB

english, 2018

50

Multi-delay ASL can identify leptomeningeal collateral perfusion in endovascular therapy of ischemic stroke

Lou, Xin, Yu, Songlin, Scalzo, Fabien, Starkman, Sidney, Ali, Latisha K., Kim, Doojin, Rao, Neal M., Hinman, Jason D., Vespa, Paul M., Jahan, Reza, Tateshima, Satoshi, Gonzalez, Nestor R., Duckwiler,

Journal:

Year:

2017

Language:

english

File:

PDF, 1.30 MB

english, 2017