Marius George Linguraru

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 86

Top Venues

CoRR

ISBI

Medical Imaging: Computer-Aided Diagnosis

EMBC

Publications

Abhijeet Parida, Zhifan Jiang, Roger J. Packer, Robert A. Avery, Syed Muhammad Anwar, Marius George Linguraru
Quantitative Metrics for Benchmarking Medical Image Harmonization. CoRR (2024)
Saadat Ullah Khan, Muhammad Majid, Marius George Linguraru, Syed Muhammad Anwar
Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface. EMBC (2023)
Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Syed Muhammad Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Evan Calabrese, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Ariana Familiar, Keyvan Farahani, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Johanson, Florian Kofler, Dominic LaBella, Koen Van Leemput, Hongwei Bran Li, Nazanin Maleki, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Marie Piraud, Tina Poussaint, Zachary Reitman, Jeffrey D. Rudie, Ibraheem Salman Shaikh, Russel Taki Shinohara, Wenxin Tu, Karthik Viswanathan, Chunhao Wang, Jeffrey B. Ware, Benedikt Wiestler, Walter I. Wiggins, Anna Zapaishchykova, Mariam Aboian, Miriam Bornhorst, Peter de Blank, Michelle Deutsch, Maryam Fouladi, Lindsey Hoffman, Benjamin H. Kann, Margot Lazow, Leonie Mikael, Ali Nabavizadeh, Roger J. Packer, Adam Resnick, Brian Rood, Arastoo Vossough, Spyridon Bakas, Marius George Linguraru
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). CoRR (2023)
Pooneh Roshanitabrizi, Kelsey Brown, Alison Tompsett, Athelia Rosa Paulli, Joselyn Rwebembera, Emmy Okello, Liesl Zühlke, Mariana Mirabel, Maria Carmo Pereira Nunes, Andrea Z. Beaton, Craig Sable, Marius George Linguraru
Analysis of Mitral Regurgitation Jet for Rheumatic Heart Disease Detection in Doppler Echocardiography. ISBI (2023)
Abhijeet Parida, Zhifan Jiang, Syed Muhammad Anwar, Nicholas Foreman, Nicholas Stence, Michael J. Fisher, Roger J. Packer, Robert A. Avery, Marius George Linguraru
Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI. CoRR (2023)
Zhifan Jiang, Abhijeet Parida, Syed Muhammad Anwar, Yucheng Tang, Holger R. Roth, Michael J. Fisher, Roger J. Packer, Robert A. Avery, Marius George Linguraru
Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging. EMBC (2023)
Rahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin Nelson, Sean C. L. Deoni, Yalin Wang, Marius George Linguraru, Natasha Leporé
Automated Segmentation of the Hippocampus in Pediatric Imaging. SIPAIM (2023)
Malhar Patel, Ittai Dayan, Elliot K. Fishman, Mona Flores, Fiona J. Gilbert, Michal Guindy, Eugene J. Koay, Michael Rosenthal, Holger R. Roth, Marius George Linguraru
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes. Health Informatics J. 29 (4) (2023)
Maruf Adewole, Jeffrey D. Rudie, Anu Gbadamosi, Oluyemisi Toyobo, Raymond Confidence, Dong Zhang, Olubukola Omidiji, Rachel Akinola, Mohammad Abba Suwaid, Adaobi Emegoakor, Nancy Ojo, Kenneth Aguh, Chinasa Kalaiwo, Gabriel Babatunde, Afolabi Ogunleye, Yewande Gbadamosi, Kator Iorpagher, Evan Calabrese, Mariam Aboian, Marius George Linguraru, Jake Albrecht, Benedikt Wiestler, Florian Kofler, Anastasia Janas, Dominic LaBella, Anahita Fathi Kazerooni, Hongwei Bran Li, Juan Eugenio Iglesias, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Koen Van Leemput, Christina Bukas, Marie Piraud, Gian Marco Conte, Elaine Johanson, Zeke Meier, Bjoern H. Menze, Ujjwal Baid, Spyridon Bakas, Farouk Dako, Abiodun Fatade, Udunna Anazodo
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa). CoRR (2023)
Araceli Morales, Antònia Alomar, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognit. 139 (2023)
Jiawei Liu, Fuyong Xing, Abbas Shaikh, Brooke French, Marius George Linguraru, Antonio R. Porras
Joint Cranial Bone Labeling and Landmark Detection in Pediatric CT Images Using Context Encoding. IEEE Trans. Medical Imaging 42 (10) (2023)
Ariana M. Familiar, Anahita Fathi Kazerooni, Hannah Anderson, Aliaksandr Lubneuski, Karthik Viswanathan, Rocky Breslow, Nastaran Khalili, Sina Bagheri, Debanjan Haldar, Meen Chul Kim, Sherjeel Arif, Rachel Madhogarhia, Thinh Q. Nguyen, Elizabeth A. Frenkel, Zeinab Helili, Jessica Harrison, Keyvan Farahani, Marius George Linguraru, Ulas Bagci, Yury Velichko, Jeffrey Stevens, Sarah E. S. Leary, Robert M. Lober, Stephani Campion, Amy A. Smith, Denise Morinigo, Brian Rood, Kimberly Diamond, Ian F. Pollack, Melissa Williams, Arastoo Vossough, Jeffrey B. Ware, Sabine Müller, Phillip B. Storm, Allison P. Heath, Angela J. Waanders, Jena V. Lilly, Jennifer L. Mason, Adam C. Resnick, Ali Nabavizadeh
A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network. CoRR (2023)
Dominic LaBella, Maruf Adewole, Michelle Alonso-Basanta, Talissa Altes, Syed Muhammad Anwar, Ujjwal Baid, Timothy Bergquist, Radhika Bhalerao, Sully Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Devon Godfrey, Fathi Hilal, Ariana Familiar, Keyvan Farahani, Juan Eugenio Iglesias, Zhifan Jiang, Elaine Johanson, Anahita Fathi Kazerooni, Collin Kent, John Kirkpatrick, Florian Kofler, Koen Van Leemput, Hongwei Bran Li, Xinyang Liu, Aria Mahtabfar, Shan McBurney-Lin, Ryan McLean, Zeke Meier, Ahmed W. Moawad, John Mongan, Pierre Nedelec, Maxence Pajot, Marie Piraud, Arif Rashid, Zachary Reitman, Russell Takeshi Shinohara, Yury Velichko, Chunhao Wang, Pranav I. Warman, Walter I. Wiggins, Mariam Aboian, Jake Albrecht, Udunna Anazodo, Spyridon Bakas, Adam E. Flanders, Anastasia Janas, Goldey Khanna, Marius George Linguraru, Bjoern H. Menze, Ayman Nada, Andreas M. Rauschecker, Jeffrey D. Rudie, Nourel Hoda Tahon, Javier E. Villanueva-Meyer, Benedikt Wiestler, Evan Calabrese
The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma. CoRR (2023)
Sunder Ali Khowaja, Kapal Dev, Syed Muhammad Anwar, Marius George Linguraru
SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT. CoRR (2023)
Hongwei Bran Li, Syed Muhammad Anwar, Gian Marco Conte, Florian Kofler, Koen Van Leemput, Marie Piraud, Ivan Ezhov, Felix Meissen, Maruf Adewole, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Thomas Yu, Verena Chung, Timothy Bergquist, James A. Eddy, Jake Albrecht, Ujjwal Baid, Spyridon Bakas, Marius George Linguraru, Bjoern H. Menze, Juan Eugenio Iglesias, Benedikt Wiestler
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn). CoRR (2023)
Connor Elkhill, Jiawei Liu, Marius George Linguraru, Scott LeBeau, David Khechoyan, Brooke French, Antonio R. Porras
Geometric learning and statistical modeling for surgical outcomes evaluation in craniosynostosis using 3D photogrammetry. Comput. Methods Programs Biomed. 240 (2023)
Xinyang Liu, Erin R. Bonner, Zhifan Jiang, Holger R. Roth, Syed Muhammad Anwar, Roger J. Packer, Miriam Bornhorst, Marius George Linguraru
Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data. ISBI (2023)
Pooneh R. Tabrizi, Holger R. Roth, Alison Tompsett, Athelia Rosa Paulli, Kelsey Brown, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Craig Sable, Marius George Linguraru
Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings. MICCAI (1) (2022)
Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. CoRR (2022)
Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. CoRR (2022)
Antonio R. Porras, Robert F. Keating, Janice S. Lee, Marius George Linguraru
Predictive Statistical Model of Early Cranial Development. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Holger R. Roth, Ziyue Xu, Carlos Tor-Díez, Ramon Sanchez-Jacob, Jonathan Zember, Jose Molto, Wenqi Li, Sheng Xu, Baris Turkbey, Evrim Turkbey, Dong Yang, Ahmed Harouni, Nicola Rieke, Shishuai Hu, Fabian Isensee, Claire Tang, Qinji Yu, Jan Sölter, Tong Zheng, Vitali Liauchuk, Ziqi Zhou, Jan Hendrik Moltz, Bruno Oliveira, Yong Xia, Klaus H. Maier-Hein, Qikai Li, Andreas Husch, Luyang Zhang, Vassili Kovalev, Li Kang, Alessa Hering, João L. Vilaça, Mona Flores, Daguang Xu, Bradford J. Wood, Marius George Linguraru
Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge. Medical Image Anal. 82 (2022)
Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. Comput. Methods Programs Biomed. 221 (2022)
Jiawei Liu, Fuyong Xing, Abbas Shaikh, Marius George Linguraru, Antonio R. Porras
Learning with Context Encoding for Single-Stage Cranial Bone Labeling and Landmark Localization. MICCAI (8) (2022)
Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sanchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru
Standardized Analysis of Kidney Ultrasound Images for the Prediction of Pediatric Hydronephrosis Severity. MLMI@MICCAI (2021)
Zhifan Jiang, Can Zhao, Xinyang Liu, Marius George Linguraru
Brain Tumor Segmentation in Multi-parametric Magnetic Resonance Imaging Using Model Ensembling and Super-resolution. BrainLes@MICCAI (2) (2021)
Antònia Alomar, Araceli Morales, Kilian Vellvé, Antonio R. Porras, Fátima Crispi, Marius George Linguraru, Gemma Piella, Federico Sukno
3D Fetal Face Reconstruction from Ultrasound Imaging. VISIGRAPP (4: VISAPP) (2021)
David García-Mato, Mónica García-Sevilla, Antonio R. Porras, Santiago Ochandiano, Juan V. Darriba-Allés, Roberto García-Leal, José I. Salmerón, Marius George Linguraru, Javier Pascau
Three-dimensional photography for intraoperative morphometric analysis in metopic craniosynostosis surgery. Int. J. Comput. Assist. Radiol. Surg. 16 (2) (2021)
Pooneh R. Tabrizi, Jonathan Zember, Bruce Michael Sprague, Steven Hoefer, Ramon Sanchez-Jacob, James Jago, Dorothy Bulas, Hans G. Pohl, Marius George Linguraru
Pediatric Hydronephrosis Severity Assessment Using Convolutional Neural Networks With Standardized Ultrasound Images. ISBI (2021)
Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Juan J. Cerrolaza, Daniel A. Perez, Jonathan Zember, Anna A. Penn, Marius George Linguraru
Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. IEEE Trans. Biomed. Eng. 67 (11) (2020)
Araceli Morales, Antonio R. Porras, Liyun Tu, Marius George Linguraru, Gemma Piella, Federico M. Sukno
Spectral Correspondence Framework for Building a 3D Baby Face Model. FG (2020)
Carlos Tor-Díez, Antonio Reyes Porras, Roger J. Packer, Robert A. Avery, Marius George Linguraru
Unsupervised MRI Homogenization: Application to Pediatric Anterior Visual Pathway Segmentation. MLMI@MICCAI (2020)
Awais Mansoor, Antonio R. Porras, Marius George Linguraru
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. ISBI (2019)
Koyo Nakayama, Atsushi Saito, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu
Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling. Int. J. Comput. Assist. Radiol. Surg. 14 (12) (2019)
Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Graham C. Buck, Deki Tsering, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis. Medical Imaging: Computer-Aided Diagnosis (2019)
Awais Mansoor, Marius George Linguraru
Communal Domain Learning for Registration in Drifted Image Spaces. MLMI@MICCAI (2019)
Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, Jonathan Zember, Hans G. Pohl, James Jago, Marius George Linguraru
Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. ISBI (2019)
Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
Computational anatomy for multi-organ analysis in medical imaging: A review. Medical Image Anal. 56 (2019)
Liyun Tu, Antonio R. Porras, Araceli Morales, Daniel A. Perez, Gemma Piella, Federico Sukno, Marius George Linguraru
Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. UNSURE/CLIP@MICCAI (2019)
Awais Mansoor, Marius George Linguraru
Communal Domain Learning for Registration in Drifted Image Spaces. CoRR (2019)
Pooneh R. Tabrizi, Awais Mansoor, Rawad Obeid, Anna A. Penn, Marius George Linguraru
Cranial localization in 2D cranial ultrasound images using deep neural networks. Medical Imaging: Computer-Aided Diagnosis (2019)
Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Kazunori Okada, Gustavo Nino, Marius George Linguraru
A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning. CoRR (2018)
Pooneh R. Tabrizi, Awais Mansoor, Juan J. Cerrolaza, James Jago, Marius George Linguraru
Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. ISBI (2018)
Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Manuel Mastromanolis, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography. Medical Imaging: Computer-Aided Diagnosis (2018)
Atsushi Saito, Koyo Nakayama, Antonio R. Porras, Awais Mansoor, Elijah Biggs, Marius George Linguraru, Akinobu Shimizu
Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data. MICCAI (2) (2018)
Awais Mansoor, Antonio R. Porras, Marius George Linguraru
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. CoRR (2018)
Liyun Tu, Antonio R. Porras, Alec Boyle, Marius George Linguraru
Analysis of 3D Facial Dysmorphology in Genetic Syndromes from Unconstrained 2D Photographs. MICCAI (1) (2018)
Pooneh R. Tabrizi, Awais Mansoor, Elijah Biggs, James Jago, Marius George Linguraru
Automatic detection of kidney in 3D pediatric ultrasound images using deep neural networks. Medical Imaging: Computer-Aided Diagnosis (2018)
Awais Mansoor, Teerit Vongkovit, Marius George Linguraru
Adversarial approach to diagnostic quality volumetric image enhancement. ISBI (2018)
Sam Horvath, Beatriz Paniagua, Johan Andruejol, Antonio R. Porras, Marius George Linguraru, Andinet Enquobahrie
Osteotomy planner: an open-source tool for osteotomy simulation. Medical Imaging: Image-Guided Procedures (2018)
Antonio R. Porras, Beatriz Paniagua, Scott Ensel, Robert T. Keating, Gary F. Rogers, Andinet Enquobahrie, Marius George Linguraru
Locally Affine Diffeomorphic Surface Registration and Its Application to Surgical Planning of Fronto-Orbital Advancement. IEEE Trans. Medical Imaging 37 (7) (2018)
Juan J. Cerrolaza, Mirella López Picazo, Ludovic Humbert, Yoshinobu Sato, Daniel Rueckert, Miguel Ángel González Ballester, Marius George Linguraru
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review. CoRR (2018)
Pooneh R. Tabrizi, Rawad Obeid, Juan J. Cerrolaza, Anna A. Penn, Awais Mansoor, Marius George Linguraru
Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. EMBC (2018)
Pooneh R. Tabrizi, Rawad Obeid, Awais Mansoor, Scott Ensel, Juan J. Cerrolaza, Anna A. Penn, Marius George Linguraru
Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. EMBC (2017)
Antonio R. Porras, Gemma Piella, Wonsang You, Catherine Limperopoulos, Marius George Linguraru
Quantification of oxygen changes in the placenta from BOLD MR image sequences. Medical Imaging: Computer-Aided Diagnosis (2017)
Tania K. Morimoto, Juan J. Cerrolaza, Michael H. Hsieh, Kevin Cleary, Allison M. Okamura, Marius George Linguraru
Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. EMBC (2017)
Liyun Tu, Antonio R. Porras, Scott Ensel, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Albert Oh, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
Intracranial Volume Quantification from 3D Photography. CARE/CLIP@MICCAI (2017)
Antonio R. Porras, Beatriz Paniagua, Andinet Enquobahrie, Scott Ensel, Hina Shah, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
Locally Affine Diffeomorphic Surface Registration for Planning of Metopic Craniosynostosis Surgery. MICCAI (2) (2017)
Niharika Gajawelli, Sean C. L. Deoni, Jie Shi, Holly Dirks, Marius George Linguraru, Marvin D. Nelson, Yalin Wang, Natasha Leporé
Cranial thickness changes in early childhood. SIPAIM (2017)
Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez, Elijah Biggs, Gustavo Nino, Marius George Linguraru
Marginal shape deep learning: applications to pediatric lung field segmentation. Medical Imaging: Image Processing (2017)
Awais Mansoor, Ien Li, Roger J. Packer, Robert A. Avery, Marius George Linguraru
Joint deep shape and appearance learning: application to optic pathway glioma segmentation. Medical Imaging: Computer-Aided Diagnosis (2017)
Elsa D. Angelini, Riccardo Bellazzi, Walter G. Besio, Marius George Linguraru
Guest Editorial IEEE EMBC 2015. IEEE J. Biomed. Health Informatics 20 (5) (2016)
Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Marius George Linguraru, Naoufel Werghi
3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. ICIP (2016)
Awais Mansoor, Juan J. Cerrolaza, Rabia Idrees, Elijah Biggs, Mohammad A. Alsharid, Robert A. Avery, Marius George Linguraru
Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. IEEE Trans. Medical Imaging 35 (8) (2016)
Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Medical Imaging: Computer-Aided Diagnosis (2016)
Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Naoufel Werghi, Marius George Linguraru
Facial landmarks detection using 3D constrained local model on mesh manifold. MWSCAS (2016)
Juan J. Cerrolaza, Ronald M. Summers, Marius George Linguraru
Soft Multi-organ Shape Models via Generalized PCA: A General Framework. MICCAI (3) (2016)
Antonio R. Porras, Dzenan Zukic, Andinet Enquobahrie, Gary F. Rogers, Marius George Linguraru
Personalized Optimal Planning for the Surgical Correction of Metopic Craniosynostosis. CLIP@MICCAI (2016)
Awais Mansoor, Marius George Linguraru
Generic method for intensity standardization of medical images using multiscale curvelet representation. ISBI (2016)
Awais Mansoor, Geovanny F. Perez, Gustavo Nino, Marius George Linguraru
Automatic tissue characterization of air trapping in chest radiographs using deep neural networks. EMBC (2016)
Juan J. Cerrolaza, Antonio R. Porras, Awais Mansoor, Qian Zhao, Marshall Summar, Marius George Linguraru
Identification of dysmorphic syndromes using landmark-specific local texture descriptors. ISBI (2016)
Juan J. Cerrolaza, Nabile M. Safdar, Elijah Biggs, James Jago, Craig A. Peters, Marius George Linguraru
Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. IEEE Trans. Medical Imaging 35 (11) (2016)
Awais Mansoor, Rafael Casas, Marius George Linguraru
Spatial context learning approach to automatic segmentation of pleural effusion in chest computed tomography images. Medical Imaging: Computer-Aided Diagnosis (2016)
Kazunori Okada, Marzieh Golbaz, Awais Mansoor, Geovanny F. Perez, Krishna Pancham, Abia Khan, Gustavo Nino, Marius George Linguraru
Severity quantification of pediatric viral respiratory illnesses in chest X-ray images. EMBC (2015)
Shijun Wang, Diana Li, Nicholas Petrick, Berkman Sahiner, Marius George Linguraru, Ronald M. Summers
Optimizing area under the ROC curve using semi-supervised learning. Pattern Recognit. 48 (1) (2015)
Toshiyuki Okada, Marius George Linguraru, Masatoshi Hori, Ronald M. Summers, Noriyuki Tomiyama, Yoshinobu Sato
Abdominal multi-organ segmentation from CT images using conditional shape-location and unsupervised intensity priors. Medical Image Anal. 26 (1) (2015)
Juan J. Cerrolaza, Mauricio Reyes, Ronald M. Summers, Miguel Ángel González Ballester, Marius George Linguraru
Automatic multi-resolution shape modeling of multi-organ structures. Medical Image Anal. 25 (1) (2015)
Juan J. Cerrolaza, Enrico Grisan, Nabile M. Safdar, Emmarie Myers, James Jago, Craig A. Peters, Marius George Linguraru
Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. EMBC (2015)
Juan J. Cerrolaza, Jennifer Q. Peng, Nabile M. Safdar, Laurie Conklin, Raymond W. Sze, Marius George Linguraru
Quantification, validation, and follow-up of small bowel motility in Crohn's disease. Medical Imaging: Computer-Aided Diagnosis (2015)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
Computer-aided detection of exophytic renal lesions on non-contrast CT images. Medical Image Anal. 19 (1) (2015)
Juan J. Cerrolaza, Christopher Meyer, James Jago, Craig A. Peters, Marius George Linguraru
Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. MICCAI (3) (2015)
Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CoRR (2015)
Awais Mansoor, Juan J. Cerrolaza, Robert Avery, Marius George Linguraru
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. CLIP@MICCAI (2015)
Marwa Chendeb, Claudio Tortorici, Hassan Al-Muhairi, Habiba AlSafar, Marius George Linguraru, Naoufel Werghi
Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. EMBC (2015)
Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru
Constrained local model with independent component analysis and kernel density estimation: Application to down syndrome detection. ISBI (2015)
Qian Zhao, Naoufel Werghi, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru
Ensemble learning for the detection of facial dysmorphology. EMBC (2014)
Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Antony Koroulakis, Chunzhe Duan, Anthony Sandler, Marius George Linguraru
Cartilage estimation in noncontrast thoracic CT. ISBI (2014)
Xue Yang, Juan J. Cerrolaza, Chunzhe Duan, Qian Zhao, Jonathan Murnick, Nabile M. Safdar, Robert Avery, Marius George Linguraru
Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. CLIP@MICCAI (2014)
Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Lindsay Kehoe, Dina J. Zand, Raymond W. Sze, Marshall Summar, Marius George Linguraru
Digital facial dysmorphology for genetic screening: Hierarchical constrained local model using ICA. Medical Image Anal. 18 (5) (2014)
Xin Kang, Qian Zhao, Karun Sharma, Raj Shekhar, Bradford J. Wood, Marius George Linguraru
Automatic labeling of liver veins in CT by probabilistic backward tracing. ISBI (2014)
Juan J. Cerrolaza, Nabile M. Safdar, Craig A. Peters, Emmarie Myers, James Jago, Marius George Linguraru
Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. ISBI (2014)
Jianfei Liu, Jianhua Yao, Shijun Wang, Marius George Linguraru, Ronald M. Summers
Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation. Medical Imaging: Image Processing (2014)
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. Medical Image Anal. 18 (5) (2014)
Carlos S. Mendoza, Nabile M. Safdar, Kazunori Okada, Emmarie Myers, Gary F. Rogers, Marius George Linguraru
Personalized assessment of craniosynostosis via statistical shape modeling. Medical Image Anal. 18 (4) (2014)
Juan J. Cerrolaza, Sergio Vera, Alexis Bagué, Mario Ceresa, Pablo Migliorelli, Marius George Linguraru, Miguel Ángel González Ballester
Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. CLIP@MICCAI (2014)
Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Anthony Sandler, Marius George Linguraru
Estimation of cartilaginous region in noncontrast CT of the chest. Medical Imaging: Computer-Aided Diagnosis (2014)
Juan J. Cerrolaza, Arantxa Villanueva, Mauricio Reyes, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru
Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. MICCAI (3) (2014)
Juan J. Cerrolaza, Craig A. Peters, Aaron D. Martin, Emmarie Myers, Nabile M. Safdar, Marius George Linguraru
Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. Medical Imaging: Computer-Aided Diagnosis (2014)
Qian Zhao, Nabile M. Safdar, Chunzhe Duan, Anthony Sandler, Marius George Linguraru
Chest Modeling and Personalized Surgical Planning for Pectus Excavatum. MICCAI (1) (2014)

Marius George Linguraru.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marius George Linguraru