A Novel Method to Detect Microcalcifications for Early Signs of Breast Cancer. - Marius George Linguraru; J. Michael Brady; Timor Kadir; Margaret Yam (MedInfo, 2001)

Filtering hint Images for the Detection of Microcalcifications. - Marius George Linguraru; Michael Brady 001; Margaret Yam (MICCAI, 2001)

A Multiscale Feature Detector for Morphological Analysis of the Brain. - Marius George Linguraru; Miguel Ángel González Ballester; Nicholas Ayache (MICCAI (2), 2003)

Foveal Algorithm for the Detection of Microcalcification Clusters: A FROC Analysis. - Marius George Linguraru; Michael Brady 001; Ruth E. English (MICCAI (2), 2004)

Generalized image models and their application as statistical models of images. - Miguel Ángel González Ballester; Xavier Pennec; Marius George Linguraru; Nicholas Ayache (Medical Image Anal., 2004)

New Ratios for the Detection and Classification of CJD in Multisequence MRI of the Brain. - Marius George Linguraru; Nicholas Ayache; Miguel Ángel González Ballester; Éric Bardinet; Damien Galanaud; Stéphane Haïk; Baptiste Faucheux; Patrick Cozzone; Didier Dormont; Jean-Philippe Brandel (MICCAI (2), 2005)

On the adequacy of principal factor analysis for the study of shape variability. - Miguel Ángel González Ballester; Marius George Linguraru; Mauricio Reyes Aguirre; Nicholas Ayache (Image Processing, 2005)

Atrial Septal Defect Tracking in 3D Cardiac Ultrasound. - Marius George Linguraru; Nikolay V. Vasilyev; Pedro J. del Nido; Robert D. Howe (MICCAI (1), 2006)

Texture-based instrument segmentation in 3D ultrasound images. - Marius George Linguraru; Robert D. Howe (Image Processing, 2006)

A biologically inspired algorithm for microcalcification cluster detection. - Marius George Linguraru; Kostas Marias; Ruth E. English; Michael Brady 001 (Medical Image Anal., 2006)

Differentiation of sCJD and vCJD forms by automated analysis of basal ganglia intensity distribution in multisequence MRI of the brain-definition and evaluation of new MRI-based ratios. - Marius George Linguraru; Nicholas Ayache; Éric Bardinet; Miguel Ángel González Ballester; Damien Galanaud; Stéphane Haïk; Baptiste Faucheux; J.-J. Hauw; Patrick Cozzone; Didier Dormont; Jean-Philippe Brandel (IEEE Trans. Medical Imaging, 2006)

Real-Time Block Flow Tracking of Atrial Septal Defect Motion in 4d Cardiac Ultrasound. - Marius George Linguraru; Alexandre Kabla; Nikolay V. Vasilyev; Pedro J. del Nido; Robert D. Howe (ISBI, 2007)

Statistical Shape Analysis via Principal Factor Analysis. - Mauricio Reyes 001; Marius George Linguraru; Kostas Marias; Nicholas Ayache; Lutz-Peter Nolte; Miguel Ángel González Ballester (ISBI, 2007)

MRI evaluation of RF ablation scarring for atrial fibrillation treatment. - Yuri Ishihara; Reza Nezafat; John V. Wylie; Marius George Linguraru; Mark E. Josephson; Robert D. Howe; Warren J. Manning; Dana C. Peters (Image-Guided Procedures, 2007)

Deformable Atlases for the Segmentation of Internal Brain Nuclei in Magnetic Resonance Imaging. - Marius George Linguraru; Miguel Ángel González Ballester; Nicholas Ayache (Int. J. Comput. Commun. Control, 2007)

Detection of anatomical landmarks in human colon from computed tomographic colonography images. - Ananda S. Chowdhury; Jianhua Yao 001; Robert L. Van Uitert Jr.; Marius George Linguraru; Ronald M. Summers (ICPR, 2008)

Assessment of ventricle volume from serial MRI scans in communicating hydrocephalus. - John A. Butman; Marius George Linguraru (ISBI, 2008)

Multi-organ automatic segmentation in 4D contrast-enhanced abdominal CT. - Marius George Linguraru; Ronald M. Summers (ISBI, 2008)

A method for frame-by-frame us to CT registration in a joint calibration and registration framework. - Matthias Peterhans; Haydar Talib; Marius George Linguraru; Martin Styner; Miguel Ángel González Ballester (ISBI, 2008)

Fast block flow tracking of atrial septal defects in 4D echocardiography. - Marius George Linguraru; Nikolay V. Vasilyev; Gerald R. Marx; Wayne Tworetzky; Pedro J. del Nido; Robert D. Howe (Medical Image Anal., 2008)

Population-Specific Evaluation of Implant Bone Fitting Using PCA Shape Space and Level Sets. - Nina Kozic; Miguel Ángel González Ballester; Philippe Büchler; Nils Reimers 002; Lutz-Peter Nolte; Marius George Linguraru; Mauricio Reyes 001 (ISBI, 2009)

Renal Tumor Quantification and Classification in Triple-Phase Contrast-Enhanced Abdominal CT. - Marius George Linguraru; Rabindra Gautam; James Peterson; Jianhua Yao 001; W. Marston Linehan; Ronald M. Summers (ISBI, 2009)

Anatomical Variability of Organs Via Principal Factor Analysis from the Construction of an Abdominal Probabilistic Atlas. - Mauricio Reyes 001; Miguel Ángel González Ballester; Zhixi Li; Nina Kozic; See Chin; Ronald M. Summers; Marius George Linguraru (ISBI, 2009)

Two methods of Haustral fold detection from computed tomographic virtual colonoscopy images. - Ananda S. Chowdhury; Sovira Tan; Jianhua Yao 001; Marius George Linguraru; Ronald M. Summers (Computer-Aided Diagnosis, 2009)

Segmentation propagation for the automated quantification of ventricle volume from serial MRI. - Marius George Linguraru; John A. Butman (Computer-Aided Diagnosis, 2009)

Atlas-Based Automated Segmentation of Spleen and Liver Using Adaptive Enhancement Estimation. - Marius George Linguraru; Jesse K. Sandberg; Zhixi Li; John A. Pura; Ronald M. Summers (MICCAI (1), 2009)

Renal tumor quantification and classification in contrast-enhanced abdominal CT. - Marius George Linguraru; Jianhua Yao 001; Rabindra Gautam; James Peterson; Zhixi Li; W. Marston Linehan; Ronald M. Summers (Pattern Recognit., 2009)

Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization. - Xiaofeng Liu; Marius George Linguraru; Jianhua Yao 001; Ronald M. Summers (MIAR, 2010)

Multi-organ Segmentation from Multi-phase Abdominal CT via 4D Graphs Using Enhancement, Shape and Location Optimization. - Marius George Linguraru; John A. Pura; Ananda S. Chowdhury; Ronald M. Summers (MICCAI (3), 2010)

Abdominal multi-organ localization on contrast-enhanced CT based on maximum a posteriori probability and minimum volume overlap. - Xiaofeng Liu; Marius George Linguraru; Jianhua Yao 001; Ronald M. Summers (ISBI, 2011)

Intra-hepatic vessel segmentation and classification in multi-phase CT using optimized graph cuts. - Vivek Pamulapati; Bradford J. Wood; Marius George Linguraru (ISBI, 2011)

Liver and Tumor Segmentation and Analysis from CT of Diseased Patients via a Generic Affine Invariant Shape Parameterization and Graph Cuts. - Marius George Linguraru; William J. Richbourg; Jeremy M. Watt; Vivek Pamulapati; Ronald M. Summers (Abdominal Imaging, 2011)

Abdominal Multi-Organ Segmentation of CT Images Based on Hierarchical Spatial Modeling of Organ Interrelations. - Toshiyuki Okada; Marius George Linguraru; Yasuhide Yoshida; Masatoshi Hori; Ronald M. Summers; Yen-Wei Chen 001; Noriyuki Tomiyama; Yoshinobu Sato (Abdominal Imaging, 2011)

Liver Segmental Anatomy and Analysis from Vessel and Tumor Segmentation via Optimized Graph Cuts. - Vivek Pamulapati; Aradhana Venkatesan; Bradford J. Wood; Marius George Linguraru (Abdominal Imaging, 2011)

Computer-Aided Polyp Detection for Laxative-Free CT Colonography. - Neil Panjwani; Marius George Linguraru; Joel G. Fletcher; Ronald M. Summers (Abdominal Imaging, 2011)

Analyses of Missing Organs in Abdominal Multi-Organ Segmentation. - Miyuki Suzuki; Marius George Linguraru; Ronald M. Summers; Kazunori Okada (Abdominal Imaging, 2011)

Computation and Evaluation of Medial Surfaces for Shape Representation of Abdominal Organs. - Sergio Vera; Debora Gil; Agnès Borràs; Xavi Sánchez; Frederic Pérez; Marius George Linguraru; Miguel Ángel González Ballester (Abdominal Imaging, 2011)

Multi-organ segmentation in abdominal CT images. - Toshiyuki Okada; Marius George Linguraru; Masatoshi Hori; Yuki Suzuki; Ronald M. Summers; Noriyuki Tomiyama; Yoshinobu Sato (EMBC, 2012)

Non-invasive indicators of pulmonary hypertension from pulmonary veins quantification in sickle cell disease. - Guido H. Jajamovich; Vivek Pamulapati; Shoaib Alam; Alem Mehari; Gregory J. Kato; Bradford J. Wood; Marius George Linguraru (ISBI, 2012)

ROC-like optimization by sample ranking: Application to CT colonography. - Shijun Wang; Matthew McKenna; Nicholas Petrick; Berkman Sahiner; Marius George Linguraru; Zhuoshi Wei; Jianhua Yao 001; Ronald M. Summers (ISBI, 2012)

Tumor Sensitive Matching Flow: An Approach for Ovarian Cancer Metastasis Detection and Segmentation. - Jianfei Liu; Shijun Wang; Marius George Linguraru; Ronald M. Summers (Abdominal Imaging, 2012)

Computer-Based Quantitative Assessment of Skull Morphology for Craniosynostosis. - Carlos S. Mendoza; Nabile M. Safdar; Emmarie Myers; Tanakorn Kittisarapong; Gary F. Rogers; Marius George Linguraru (CLIP, 2012)

Multi-Organ Segmentation with Missing Organs in Abdominal CT Images. - Miyuki Suzuki; Marius George Linguraru; Kazunori Okada (MICCAI (3), 2012)

Automated Segmentation and Anatomical Labeling of Abdominal Arteries Based on Multi-organ Segmentation from Contrast-Enhanced CT Data. - Yuki Suzuki; Toshiyuki Okada; Masatoshi Hori; Futoshi Yokota; Marius George Linguraru; Noriyuki Tomiyama; Yoshinobu Sato (CLIP, 2012)

Optimal Medial Surface Generation for Anatomical Volume Representations. - Sergio Vera; Miguel Ángel González Ballester; Marius George Linguraru; Debora Gil (Abdominal Imaging, 2012)

Medical image registration using machine learning-based interest point detector. - Sergey Sergeev; Yang Zhao; Marius George Linguraru; Kazunori Okada (Image Processing, 2012)

Statistical 4D graphs for multi-organ abdominal segmentation from multiphase CT. - Marius George Linguraru; John A. Pura; Vivek Pamulapati; Ronald M. Summers (Medical Image Anal., 2012)

Tumor Burden Analysis on Computed Tomography by Automated Liver and Tumor Segmentation. - Marius George Linguraru; William J. Richbourg; Jianfei Liu; Jeremy M. Watt; Vivek Pamulapati; Shijun Wang; Ronald M. Summers (IEEE Trans. Medical Imaging, 2012)

Automated down syndrome detection using facial photographs. - Qian Zhao 003; Kenneth Rosenbaum; Kazunori Okada; Dina J. Zand; Raymond W. Sze; Marshall Summar; Marius George Linguraru (EMBC, 2013)

Augmenting tumor sensitive matching flow to improve detection and segmentation of ovarian cancer metastases within a PDE framework. - Jianfei Liu; Shijun Wang; Marius George Linguraru; Jianhua Yao 001; Ronald M. Summers (ISBI, 2013)

Kidney segmentation in ultrasound via genetic initialization and Active Shape Models with rotation correction. - Carlos S. Mendoza; Xin Kang; Nabile M. Safdar; Emmarie Myers; Craig A. Peters; Marius George Linguraru (ISBI, 2013)

Automatic segmentation of kidneys from non-contrast CT images using efficient belief propagation. - Jianfei Liu; Marius George Linguraru; Shijun Wang; Ronald M. Summers (Computer-Aided Diagnosis, 2013)

Robust detection of renal calculi from non-contract CT images using TV-flow and MSER features. - Jianfei Liu; Shijun Wang; Marius George Linguraru; Ronald M. Summers (Computer-Aided Diagnosis, 2013)

An optimal set of landmarks for metopic craniosynostosis diagnosis from shape analysis of pediatric CT scans of the head. - Carlos S. Mendoza; Nabile M. Safdar; Emmarie Myers; Tanakorn Kittisarapong; Gary F. Rogers; Marius George Linguraru (Computer-Aided Diagnosis, 2013)

Down syndrome detection from facial photographs using machine learning techniques. - Qian Zhao 003; Kenneth Rosenbaum; Raymond W. Sze; Dina J. Zand; Marshall Summar; Marius George Linguraru (Computer-Aided Diagnosis, 2013)

Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. - Juan J. Cerrolaza; Noemí Carranza-Herrezuelo; Arantxa Villanueva; Rafael Cabeza; Miguel Ángel González Ballester; Marius George Linguraru (MICCAI (2), 2013)

MR Enterography Image Fusion in Small Bowel Analysis. - Juan J. Cerrolaza; Nabile M. Safdar; Raymond W. Sze; Marius George Linguraru (CLIP, 2013)

A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases. - Jianfei Liu; Shijun Wang; Marius George Linguraru; Jianhua Yao 001; Ronald M. Summers (MICCAI (2), 2013)

Manifold Diffusion for Exophytic Kidney Lesion Detection on Non-contrast CT Images. - Jianfei Liu; Shijun Wang; Jianhua Yao 001; Marius George Linguraru; Ronald M. Summers (MICCAI (1), 2013)

Automatic Analysis of Pediatric Renal Ultrasound Using Shape, Anatomical and Image Acquisition Priors. - Carlos S. Mendoza; Xin Kang; Nabile M. Safdar; Emmarie Myers; Aaron D. Martin; Enrico Grisan; Craig A. Peters; Marius George Linguraru (MICCAI (3), 2013)

Abdominal Multi-organ CT Segmentation Using Organ Correlation Graph and Prediction-Based Shape and Location Priors. - Toshiyuki Okada; Marius George Linguraru; Masatoshi Hori; Ronald M. Summers; Noriyuki Tomiyama; Yoshinobu Sato (MICCAI (3), 2013)

Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome Detection. - Qian Zhao 003; Kazunori Okada; Kenneth Rosenbaum; Dina J. Zand; Raymond W. Sze; Marshall Summar; Marius George Linguraru (MICCAI (2), 2013)

Geometric steerable medial maps. - Sergio Vera; Debora Gil; Agnès Borràs; Marius George Linguraru; Miguel Ángel González Ballester (Mach. Vis. Appl., 2013)

Ensemble learning for the detection of facial dysmorphology. - Qian Zhao 003; Naoufel Werghi; Kazunori Okada; Kenneth Rosenbaum; Marshall Summar; Marius George Linguraru (EMBC, 2014)

Segmentation of kidney in 3D-ultrasound images using Gabor-based appearance models. - Juan J. Cerrolaza; Nabile M. Safdar; Craig A. Peters; Emmarie Myers; James Jago; Marius George Linguraru (ISBI, 2014)

Automatic labeling of liver veins in CT by probabilistic backward tracing. - Xin Kang; Qian Zhao 003; Karun Sharma; Raj Shekhar; Bradford J. Wood; Marius George Linguraru (ISBI, 2014)

Cartilage estimation in noncontrast thoracic CT. - Qian Zhao 003; Nabile M. Safdar; Glenna Yu; Emmarie Myers; Antony Koroulakis; Chunzhe Duan; Anthony Sandler; Marius George Linguraru (ISBI, 2014)

Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. - Juan J. Cerrolaza; Craig A. Peters; Aaron D. Martin; Emmarie Myers; Nabile M. Safdar; Marius George Linguraru (Computer-Aided Diagnosis, 2014)

Estimation of cartilaginous region in noncontrast CT of the chest. - Qian Zhao 003; Nabile M. Safdar; Glenna Yu; Emmarie Myers; Anthony Sandler; Marius George Linguraru (Computer-Aided Diagnosis, 2014)

Hierarchical Shape Modeling of the Cochlea and Surrounding Risk Structures for Minimally Invasive Cochlear Implant Surgery. - Juan J. Cerrolaza; Sergio Vera; Alexis Bagué; Mario Ceresa; Pablo Migliorelli; Marius George Linguraru; Miguel Ángel González Ballester (CLIP@MICCAI, 2014)

Generalized Multiresolution Hierarchical Shape Models via Automatic Landmark Clusterization. - Juan J. Cerrolaza; Arantxa Villanueva; Mauricio Reyes 001; Rafael Cabeza; Miguel Ángel González Ballester; Marius George Linguraru (MICCAI (3), 2014)

Weighted Partitioned Active Shape Model for Optic Pathway Segmentation in MRI. - Xue Yang; Juan J. Cerrolaza; Chunzhe Duan; Qian Zhao 003; Jonathan G. Murnick; Nabile M. Safdar; Robert Avery; Marius George Linguraru (CLIP@MICCAI, 2014)

Chest Modeling and Personalized Surgical Planning for Pectus Excavatum. - Qian Zhao 003; Nabile M. Safdar; Chunzhe Duan; Anthony Sandler; Marius George Linguraru (MICCAI (1), 2014)

Locally constrained active contour: a region-based level set for ovarian cancer metastasis segmentation. - Jianfei Liu; Jianhua Yao 001; Shijun Wang; Marius George Linguraru; Ronald M. Summers (Image Processing, 2014)

Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. - Jianfei Liu; Shijun Wang; Marius George Linguraru; Jianhua Yao 001; Ronald M. Summers (Medical Image Anal., 2014)

Personalized assessment of craniosynostosis via statistical shape modeling. - Carlos S. Mendoza; Nabile M. Safdar; Kazunori Okada; Emmarie Myers; Gary F. Rogers; Marius George Linguraru (Medical Image Anal., 2014)

Digital facial dysmorphology for genetic screening: Hierarchical constrained local model using ICA. - Qian Zhao 003; Kazunori Okada; Kenneth Rosenbaum; Lindsay Kehoe; Dina J. Zand; Raymond W. Sze; Marshall Summar; Marius George Linguraru (Medical Image Anal., 2014)

Quantification of kidneys from 3D ultrasound in pediatric hydronephrosis. - Juan J. Cerrolaza; Enrico Grisan; Nabile M. Safdar; Emmarie Myers; James Jago; Craig A. Peters; Marius George Linguraru (EMBC, 2015)

Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. - Marwa Chendeb; Claudio Tortorici; Hassan Al-Muhairi; Habiba AlSafar; Marius George Linguraru; Naoufel Werghi (EMBC, 2015)

Severity quantification of pediatric viral respiratory illnesses in chest X-ray images. - Kazunori Okada; Marzieh Golbaz; Awais Mansoor; Geovanny F. Perez; Krishna Pancham; Abia Khan; Gustavo Nino; Marius George Linguraru (EMBC, 2015)

Constrained local model with independent component analysis and kernel density estimation: Application to down syndrome detection. - Qian Zhao 003; Kazunori Okada; Kenneth Rosenbaum; Marshall Summar; Marius George Linguraru (ISBI, 2015)

Quantification, validation, and follow-up of small bowel motility in Crohn's disease. - Juan J. Cerrolaza; Jennifer Q. Peng; Nabile M. Safdar; Laurie Conklin; Raymond W. Sze; Marius George Linguraru (Computer-Aided Diagnosis, 2015)

Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic Kidneys. - Juan J. Cerrolaza; Christopher Meyer; James Jago; Craig A. Peters; Marius George Linguraru (MICCAI (3), 2015)

Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation. - Awais Mansoor; Juan J. Cerrolaza; Robert Avery; Marius George Linguraru (CLIP@MICCAI, 2015)

Automatic multi-resolution shape modeling of multi-organ structures. - Juan J. Cerrolaza; Mauricio Reyes 001; Ronald M. Summers; Miguel Ángel González Ballester; Marius George Linguraru (Medical Image Anal., 2015)

Computer-aided detection of exophytic renal lesions on non-contrast CT images. - Jianfei Liu; Shijun Wang; Marius George Linguraru; Jianhua Yao 001; Ronald M. Summers (Medical Image Anal., 2015)

Abdominal multi-organ segmentation from CT images using conditional shape-location and unsupervised intensity priors. - Toshiyuki Okada; Marius George Linguraru; Masatoshi Hori; Ronald M. Summers; Noriyuki Tomiyama; Yoshinobu Sato (Medical Image Anal., 2015)

Optimizing area under the ROC curve using semi-supervised learning. - Shijun Wang; Diana Li; Nicholas Petrick; Berkman Sahiner; Marius George Linguraru; Ronald M. Summers (Pattern Recognit., 2015)

Automatic tissue characterization of air trapping in chest radiographs using deep neural networks. - Awais Mansoor; Geovanny F. Perez; Gustavo Nino; Marius George Linguraru (EMBC, 2016)

3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. - Marwa Chendeb El Rai; Claudio Tortorici; Hassan Al-Muhairi; Marius George Linguraru; Naoufel Werghi (ICIP, 2016)

Identification of dysmorphic syndromes using landmark-specific local texture descriptors. - Juan J. Cerrolaza; Antonio R. Porras; Awais Mansoor; Qian Zhao 003; Marshall Summar; Marius George Linguraru (ISBI, 2016)

Generic method for intensity standardization of medical images using multiscale curvelet representation. - Awais Mansoor; Marius George Linguraru (ISBI, 2016)

Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. - Juan J. Cerrolaza; Hansel Otero; Peter Yao; Elijah Biggs; Awais Mansoor; Roberto Ardon; James Jago; Craig A. Peters; Marius George Linguraru (Computer-Aided Diagnosis, 2016)

Spatial context learning approach to automatic segmentation of pleural effusion in chest computed tomography images. - Awais Mansoor; Rafael Casas; Marius George Linguraru (Computer-Aided Diagnosis, 2016)

Soft Multi-organ Shape Models via Generalized PCA: A General Framework. - Juan J. Cerrolaza; Ronald M. Summers; Marius George Linguraru (MICCAI (3), 2016)

Personalized Optimal Planning for the Surgical Correction of Metopic Craniosynostosis. - Antonio R. Porras; Dzenan Zukic; Andinet Enquobahrie; Gary F. Rogers; Marius George Linguraru (CLIP@MICCAI, 2016)

Facial landmarks detection using 3D constrained local model on mesh manifold. - Marwa Chendeb El Rai; Claudio Tortorici; Hassan Al-Muhairi; Naoufel Werghi; Marius George Linguraru (MWSCAS, 2016)

Guest Editorial IEEE EMBC 2015. - Elsa D. Angelini; Riccardo Bellazzi; Walter G. Besio; Marius George Linguraru (IEEE J. Biomed. Health Informatics, 2016)

Renal Segmentation From 3D Ultrasound via Fuzzy Appearance Models and Patient-Specific Alpha Shapes. - Juan J. Cerrolaza; Nabile M. Safdar; Elijah Biggs; James Jago; Craig A. Peters; Marius George Linguraru (IEEE Trans. Medical Imaging, 2016)

Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation. - Awais Mansoor; Juan J. Cerrolaza; Rabia Idrees; Elijah Biggs; Mohammad A. Alsharid; Robert A. Avery; Marius George Linguraru (IEEE Trans. Medical Imaging, 2016)

Design of patient-specific concentric tube robots using path planning from 3-D ultrasound. - Tania K. Morimoto; Juan J. Cerrolaza; Michael H. Hsieh; Kevin Cleary; Allison M. Okamura; Marius George Linguraru (EMBC, 2017)

Cranial ultrasound-based prediction of post hemorrhagic hydrocephalus outcome in premature neonates with intraventricular hemorrhage. - Pooneh R. Tabrizi; Rawad Obeid; Awais Mansoor; Scott Ensel; Juan J. Cerrolaza; Anna A. Penn; Marius George Linguraru (EMBC, 2017)

Joint deep shape and appearance learning: application to optic pathway glioma segmentation. - Awais Mansoor; Ien Li; Roger J. Packer; Robert A. Avery; Marius George Linguraru (Computer-Aided Diagnosis, 2017)

Quantification of oxygen changes in the placenta from BOLD MR image sequences. - Antonio R. Porras; Gemma Piella; Wonsang You; Catherine Limperopoulos; Marius George Linguraru (Computer-Aided Diagnosis, 2017)

Locally Affine Diffeomorphic Surface Registration for Planning of Metopic Craniosynostosis Surgery. - Antonio R. Porras; Beatriz Paniagua; Andinet Enquobahrie; Scott Ensel; Hina Shah; Robert T. Keating; Gary F. Rogers; Marius George Linguraru (MICCAI (2), 2017)

Intracranial Volume Quantification from 3D Photography. - Liyun Tu; Antonio R. Porras; Scott Ensel; Deki Tsering; Beatriz Paniagua; Andinet Enquobahrie; Albert Oh; Robert T. Keating; Gary F. Rogers; Marius George Linguraru (CARE/CLIP@MICCAI, 2017)

Marginal shape deep learning: applications to pediatric lung field segmentation. - Awais Mansoor; Juan J. Cerrolaza; Geovanny F. Perez; Elijah Biggs; Gustavo Nino; Marius George Linguraru (Image Processing, 2017)

Cranial thickness changes in early childhood. - Niharika Gajawelli; Sean C. L. Deoni; Jie Shi 001; Holly Dirks; Marius George Linguraru; Marvin D. Nelson; Yalin Wang 001; Natasha Leporé (SIPAIM, 2017)

Automatic Segmentation of Neonatal Ventricles from Cranial Ultrasound for Prediction of Intraventricular Hemorrhage Outcome. - Pooneh R. Tabrizi; Rawad Obeid; Juan J. Cerrolaza; Anna A. Penn; Awais Mansoor; Marius George Linguraru (EMBC, 2018)

Adversarial approach to diagnostic quality volumetric image enhancement. - Awais Mansoor; Teerit Vongkovit; Marius George Linguraru (ISBI, 2018)

Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model. - Pooneh R. Tabrizi; Awais Mansoor; Juan J. Cerrolaza; James Jago; Marius George Linguraru (ISBI, 2018)

Automatic detection of kidney in 3D pediatric ultrasound images using deep neural networks. - Pooneh R. Tabrizi; Awais Mansoor; Elijah Biggs; James Jago; Marius George Linguraru (Computer-Aided Diagnosis, 2018)

Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography. - 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 (Computer-Aided Diagnosis, 2018)

Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data. - Atsushi Saito; Koyo Nakayama; Antonio R. Porras; Awais Mansoor; Elijah Biggs; Marius George Linguraru; Akinobu Shimizu (MICCAI (2), 2018)

Analysis of 3D Facial Dysmorphology in Genetic Syndromes from Unconstrained 2D Photographs. - Liyun Tu; Antonio R. Porras; Alec Boyle; Marius George Linguraru (MICCAI (1), 2018)

Osteotomy planner: an open-source tool for osteotomy simulation. - Samantha Horvath; Beatriz Paniagua; Johan Andruejol; Antonio R. Porras; Marius George Linguraru; Andinet Enquobahrie (Image-Guided Procedures, 2018)

Locally Affine Diffeomorphic Surface Registration and Its Application to Surgical Planning of Fronto-Orbital Advancement. - Antonio R. Porras; Beatriz Paniagua; Scott Ensel; Robert T. Keating; Gary F. Rogers; Andinet Enquobahrie; Marius George Linguraru (IEEE Trans. Medical Imaging, 2018)

Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection. - Awais Mansoor; Antonio R. Porras; Marius George Linguraru (ISBI, 2019)

Automatic Segmentation of The Renal Collecting System in 3D Pediatric Ultrasound to Assess the Severity of Hydronephrosis. - Pooneh R. Tabrizi; Awais Mansoor; Juan J. Cerrolaza; Jonathan Zember; Hans G. Pohl; James Jago; Marius George Linguraru (ISBI, 2019)

Cranial localization in 2D cranial ultrasound images using deep neural networks. - Pooneh R. Tabrizi; Awais Mansoor; Rawad Obeid; Anna A. Penn; Marius George Linguraru (Computer-Aided Diagnosis, 2019)

Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis. - 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 (Computer-Aided Diagnosis, 2019)

Communal Domain Learning for Registration in Drifted Image Spaces. - Awais Mansoor; Marius George Linguraru (MLMI@MICCAI, 2019)

Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes. - Liyun Tu; Antonio R. Porras; Araceli Morales; Daniel A. Perez; Gemma Piella; Federico Sukno; Marius George Linguraru (UNSURE/CLIP@MICCAI, 2019)

Liver segmentation from low-radiation-dose pediatric computed tomography using patient-specific, statistical modeling. - Koyo Nakayama; Atsushi Saito; Elijah Biggs; Marius George Linguraru; Akinobu Shimizu (Int. J. Comput. Assist. Radiol. Surg., 2019)

Computational anatomy for multi-organ analysis in medical imaging: A review. - Juan J. Cerrolaza; Mirella López Picazo; Ludovic Humbert; Yoshinobu Sato; Daniel Rueckert; Miguel Ángel González Ballester; Marius George Linguraru (Medical Image Anal., 2019)

Spectral Correspondence Framework for Building a 3D Baby Face Model. - Araceli Morales; Antonio R. Porras; Liyun Tu; Marius George Linguraru; Gemma Piella; Federico M. Sukno (FG, 2020)

Unsupervised MRI Homogenization: Application to Pediatric Anterior Visual Pathway Segmentation. - Carlos Tor-Díez; Antonio Reyes Porras; Roger J. Packer; Robert A. Avery; Marius George Linguraru (MLMI@MICCAI, 2020)

A Generic Approach to Lung Field Segmentation From Chest Radiographs Using Deep Space and Shape Learning. - Awais Mansoor; Juan J. Cerrolaza; Geovanny F. Perez; Elijah Biggs; Kazunori Okada; Gustavo Nino; Marius George Linguraru (IEEE Trans. Biomed. Eng., 2020)

Ultrasound-Based Phenotyping of Lateral Ventricles to Predict Hydrocephalus Outcome in Premature Neonates. - Pooneh R. Tabrizi; Awais Mansoor; Rawad Obeid; Juan J. Cerrolaza; Daniel A. Perez; Jonathan Zember; Anna A. Penn; Marius George Linguraru (IEEE Trans. Biomed. Eng., 2020)

Brain Tumor Segmentation in Multi-parametric Magnetic Resonance Imaging Using Model Ensembling and Super-resolution. - Zhifan Jiang; Can Zhao 001; Xinyang Liu; Marius George Linguraru (BrainLes@MICCAI (2), 2021)

Pediatric Hydronephrosis Severity Assessment Using Convolutional Neural Networks With Standardized Ultrasound Images. - Pooneh R. Tabrizi; Jonathan Zember; Bruce Michael Sprague; Steven Hoefer; Ramon Sánchez-Jacob; James Jago; Dorothy Bulas; Hans G. Pohl; Marius George Linguraru (ISBI, 2021)

Photographic cranial shape analysis using deep learning. - Mohammad Ali Yektaie; Zahra Ghasemi; S. Hossein Hezaveh; Fereshteh Aalamifar; Reza Seifabadi; Marius George Linguraru (Computer-Aided Diagnosis, 2021)

Standardized Analysis of Kidney Ultrasound Images for the Prediction of Pediatric Hydronephrosis Severity. - Pooneh R. Tabrizi; Jonathan Zember; Bruce Michael Sprague; Steven Hoefer; Ramon Sánchez-Jacob; James Jago; Dorothy Bulas; Hans G. Pohl; Marius George Linguraru (MLMI@MICCAI, 2021)

3D Fetal Face Reconstruction from Ultrasound Imaging. - Antònia Alomar; Araceli Morales; Kilian Vellvé; Antonio R. Porras; Fátima Crispi; Marius George Linguraru; Gemma Piella; Federico Sukno (VISIGRAPP (4: VISAPP), 2021)

Three-dimensional photography for intraoperative morphometric analysis in metopic craniosynostosis surgery. - 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 (Int. J. Comput. Assist. Radiol. Surg., 2021)

Learning with Context Encoding for Single-Stage Cranial Bone Labeling and Landmark Localization. - Jiawei Liu; Fuyong Xing; Abbas Shaikh; Marius George Linguraru; Antonio R. Porras (MICCAI (8), 2022)

Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings. - 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 (MICCAI (1), 2022)

Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model. - Antònia Alomar; Araceli Morales; Kilian Vellvé; Antonio R. Porras; Fátima Crispi; Marius George Linguraru; Gemma Piella; Federico Sukno (Comput. Methods Programs Biomed., 2022)

BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. - Araceli Morales; Antonio R. Porras; Marius George Linguraru; Gemma Piella; Federico M. Sukno (CoRR, 2022)

SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. - Syed Muhammad Anwar; Abhijeet Parida; Sara Atito 001; Muhammad Awais 001; Gustavo Nino; Josef Kittler; Marius George Linguraru (CoRR, 2022)

Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge. - Holger R. Roth; Ziyue Xu 001; Carlos Tor-Díez; Ramon Sánchez-Jacob; Jonathan Zember; Jose Molto; Wenqi Li 001; Sheng Xu 001; Baris Turkbey; Evrim Turkbey; Dong Yang 005; Ahmed Harouni; et al. (Medical Image Anal., 2022)

Predictive Statistical Model of Early Cranial Development. - Antonio R. Porras; Robert F. Keating; Janice S. Lee; Marius George Linguraru (IEEE Trans. Biomed. Eng., 2022)

Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging. - Zhifan Jiang; Abhijeet Parida; Syed Muhammad Anwar; Yucheng Tang; Holger R. Roth; Michael J. Fisher; Roger J. Packer; Robert A. Avery; Marius George Linguraru (EMBC, 2023)

Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface. - Saadat Ullah Khan; Muhammad Majid; Marius George Linguraru; Syed Muhammad Anwar (EMBC, 2023)

Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data. - Xinyang Liu; Erin R. Bonner; Zhifan Jiang; Holger R. Roth; Syed Muhammad Anwar; Roger J. Packer; Miriam Bornhorst; Marius George Linguraru (ISBI, 2023)

Analysis of Mitral Regurgitation Jet for Rheumatic Heart Disease Detection in Doppler Echocardiography. - 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 (ISBI, 2023)

From adult to pediatric: deep learning-based automatic segmentation of rare pediatric brain tumors. - Xinyang Liu; Erin R. Bonner; Zhifan Jiang; Holger R. Roth; Roger J. Packer; Miriam Bornhorst; Marius George Linguraru (Computer-Aided Diagnosis, 2023)

Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging. - Daniel Capellán-Martín; Zhifan Jiang; Abhijeet Parida; Xinyang Liu; Van Lam; Hareem Nisar; Austin Tapp; Sarah Elsharkawi; María J. Ledesma-Carbayo; Syed Muhammad Anwar; Marius George Linguraru (BraTS/CrossMoDA@MICCAI, 2023)

Epileptic Seizure Classification using Multidimensional EEG Spectrograms. - John Mutersbaugh; Van Lam; Marius George Linguraru; Syed Muhammad Anwar (SIPAIM, 2023)

Automated Segmentation of the Hippocampus in Pediatric Imaging. - Rahimeh Rouhi; Jeffrey Tanedo; Iris Miao Wei; Malia Valder; Shreyash Zanjal; Niharika Gajawelli; Marvin D. Nelson; Sean C. L. Deoni; Yalin Wang 001; Marius George Linguraru; Natasha Leporé (SIPAIM, 2023)

The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma. - Dominic LaBella; Maruf Adewole; Michelle Alonso-Basanta; Talissa Altes; Syed Muhammad Anwar; Ujjwal Baid; Timothy Bergquist; Radhika Bhalerao; Sully F. Chen; Verena Chung; Gian Marco Conte; Farouk Dako; et al. (CoRR, 2023)

The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn). - Hongwei Bran Li; Gian Marco Conte; Syed Muhammad Anwar; Florian Kofler; Koen Van Leemput; Marie Piraud; Ivan Ezhov; Felix Meissen; Maruf Adewole; Anastasia Janas; Anahita Fathi Kazerooni; Dominic LaBella; et al. (CoRR, 2023)

The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). - 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; et al. (CoRR, 2023)

The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa). - Maruf Adewole; Jeffrey D. Rudie; Anu Gbadamosi; Oluyemisi Toyobo; Raymond Confidence; Dong Zhang 009; Olubukola Omidiji; Rachel Akinola; Mohammad Abba Suwaid; Adaobi Emegoakor; Nancy Ojo; Kenneth Aguh; et al. (CoRR, 2023)

SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT. - Sunder Ali Khowaja; Kapal Dev; Syed Muhammad Anwar; Marius George Linguraru (CoRR, 2023)

Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI. - Abhijeet Parida; Zhifan Jiang; Syed Muhammad Anwar; Nicholas Foreman; Nicholas Stence; Michael J. Fisher; Roger J. Packer; Robert A. Avery; Marius George Linguraru (CoRR, 2023)

A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network. - 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; et al. (CoRR, 2023)

BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs. - Araceli Morales; Antònia Alomar; Antonio R. Porras; Marius George Linguraru; Gemma Piella; Federico M. Sukno (Pattern Recognit., 2023)

Geometric learning and statistical modeling for surgical outcomes evaluation in craniosynostosis using 3D photogrammetry. - Connor Elkhill; Jiawei Liu; Marius George Linguraru; Scott LeBeau; David Khechoyan; Brooke French; Antonio R. Porras (Comput. Methods Programs Biomed., 2023)

Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes. - 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 (Health Informatics J., 2023)

Joint Cranial Bone Labeling and Landmark Detection in Pediatric CT Images Using Context Encoding. - Jiawei Liu; Fuyong Xing; Abbas Shaikh; Brooke French; Marius George Linguraru; Antonio R. Porras (IEEE Trans. Medical Imaging, 2023)

SS-CXR: Self-Supervised Pretraining Using Chest X-Rays Towards A Domain Specific Foundation Model. - Syed Muhammad Anwar; Abhijeet Parida; Sara Atito 001; Muhammad Awais 001; Gustavo Nino; Josef Kittler; Marius George Linguraru (ICIP, 2024)

Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays Using Self-Supervised Learning. - Daniel Capellán-Martín; Abhijeet Parida; Juan J. Gómez-Valverde; Ramon Sánchez-Jacob; Pooneh Roshanitabrizi; Marius George Linguraru; María J. Ledesma-Carbayo; Syed Muhammad Anwar (ISBI, 2024)

Enhancing Generalizability in Brain Tumor Segmentation: Model Ensemble with Adaptive Post-Processing. - Zhifan Jiang; Daniel Capellán-Martín; Abhijeet Parida; Xinyang Liu; María J. Ledesma-Carbayo; Syed Muhammad Anwar; Marius George Linguraru (ISBI, 2024)

Quantitative Metrics for Benchmarking Medical Image Harmonization. - Abhijeet Parida; Zhifan Jiang; Roger J. Packer; Robert A. Avery; Syed Muhammad Anwar; Marius George Linguraru (ISBI, 2024)

Uncertainty-Driven Rheumatic Heart Disease Detection through Active Learning. - Pooneh Roshanitabrizi; Vishwesh Nath; Kelsey Brown; Alison Tompsett; Joselyn Rwebembera; Emmy Okello; Andrea Z. Beaton; Holger R. Roth; Craig A. Sable; Marius George Linguraru (ISBI, 2024)

MR to CT Synthesis Using 3d Latent Diffusion. - Austin Tapp; Abhijeet Parida; Can Zhao 001; Van Lam; Natasha Leporé; Syed Muhammad Anwar; Marius George Linguraru (ISBI, 2024)

D-Rax: Domain-Specific Radiologic Assistant Leveraging Multi-modal Data and eXpert Model Predictions. - Hareem Nisar; Syed Muhammad Anwar; Zhifan Jiang; Abhijeet Parida; Ramon Sánchez-Jacob; Vishwesh Nath; Holger R. Roth; Marius George Linguraru (MedAGI@MICCAI, 2024)

Quality Assurance and Hippocampal Segmentation on Low-Field Pediatric Magnetic Resonance Images. - Austin Tapp; Rahimeh Rouhi; Jeffrey Tanedo; Shreyash Zanjal; Sean C. L. Deoni; Marius George Linguraru; Natasha Leporé (LISA@MICCAI, 2024)

Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion. - Austin Tapp; Can Zhao 001; Holger R. Roth; Jeffrey Tanedo; Syed Muhammad Anwar; Niall J. Bourke; Joseph V. Hajnal; Victoria Nankabirwa; Sean C. L. Deoni; Natasha Leporé; Marius George Linguraru (MICCAI (3), 2024)

Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration. - Abhijeet Parida; Antònia Alomar; Zhifan Jiang; Pooneh Roshanitabrizi; Austin Tapp; María J. Ledesma-Carbayo; Ziyue Xu 001; Syed Muhammed Anwar; Marius George Linguraru; Holger R. Roth (MLMI@MICCAI (2), 2024)

Lung-CADex: Fully Automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images. - Furqan Shaukat; Syed Muhammad Anwar; Abhijeet Parida; Van Khanh Lam; Marius George Linguraru; Lubdha M. Shah (MLMI@MICCAI (1), 2024)

Personalized Phenotype Encoding and Prediction of Pathological Head Development from Cross-Sectional Images. - Connor Elkhill; Ines A. Cruz-Guerrero; Jiawei Liu; Marius George Linguraru; Allyson Alexander; Brooke French; Antonio R. Porras (SIPAIM, 2024)

Tiny Lungs, Big Challenges: Pediatric and Premature Lung Segmentation using Deep Learning. - Hareem Nisar; Abhijeet Parida; Syed Muhammad Anwar; Gustavo Nino; Maria C. Rujana; Marius George Linguraru (SIPAIM, 2024)

LF_Deface: An Automated Tool for Defacing Pediatric Brain Low-Field MRI. - Rahimeh Rouhi; Jeffrey Tanedo; Austin Tapp; Shreyash Zanjal; Kirsty Donald; Victoria Nankabirwa; Sadia Parkar; Salman Osmani; Reda Tabassum; Sidra Kaleem Jafri; Sean C. L. Deoni; Marius George Linguraru; et al. (SIPAIM, 2024)

DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies. - Abhijeet Parida; Daniel Capellán-Martín; Sara Atito 001; Muhammad Awais 001; María J. Ledesma-Carbayo; Marius George Linguraru; Syed Muhammad Anwar (CoRR, 2024)

The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs). - Anahita Fathi Kazerooni; Nastaran Khalili; Deep Gandhi; Xinyang Liu; Zhifan Jiang; Syed Muhammed Anwar; Jake Albrecht; Maruf Adewole; Udunna Anazodo; Hannah Anderson; Sina Bagheri; Ujjwal Baid; et al. (CoRR, 2024)

Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge. - Dominic LaBella; Ujjwal Baid; Omaditya Khanna; Shan McBurney-Lin; Ryan McLean; Pierre Nedelec; Arif Rashid; Nourel Hoda Tahon; Talissa Altes; Radhika Bhalerao; Yaseen Dhemesh; Devon Godfrey; et al. (CoRR, 2024)

The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI. - Maria Correia de Verdier; Rachit Saluja; Louis Gagnon; Dominic LaBella; Ujjwal Baid; Nourel Hoda Tahon; Martha Foltyn-Dumitru; Jikai Zhang; Maram Alafif; Saif Baig; Ken Chang; Gennaro D'Anna; et al. (CoRR, 2024)

Brain Tumor Segmentation (BraTS) Challenge 2024: Meningioma Radiotherapy Planning Automated Segmentation. - Dominic LaBella; Katherine Schumacher; Michael Mix; Kevin Leu; Shan McBurney-Lin; Pierre Nedelec; Javier E. Villanueva-Meyer; Jonathan Shapey; Tom Vercauteren; Kazumi Chia; Omar Al-Salihi; Justin Leu; et al. (CoRR, 2024)

D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions. - Hareem Nisar; Syed Muhammad Anwar; Zhifan Jiang; Abhijeet Parida; Vishwesh Nath; Holger R. Roth; Marius George Linguraru (CoRR, 2024)

BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023. - Anahita Fathi Kazerooni; Nastaran Khalili; Xinyang Liu; Debanjan Haldar; Zhifan Jiang; Anna Zapaishchykova; Julija Pavaine; Lubdha M. Shah; Blaise V. Jones; Nakul Sheth; Sanjay P. Prabhu; Aaron S. McAllister; et al. (CoRR, 2024)

Harvesting Private Medical Images in Federated Learning Systems with Crafted Models. - Shanghao Shi; Md Shahedul Haque; Abhijeet Parida; Marius George Linguraru; Y. Thomas Hou 001; Syed Muhammad Anwar; Wenjing Lou (CoRR, 2024)

Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor Segmentation. - Zhifan Jiang; Daniel Capellán-Martín; Abhijeet Parida; Austin Tapp; Xinyang Liu; María J. Ledesma-Carbayo; Syed Muhammad Anwar; Marius George Linguraru (CoRR, 2024)

Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data. - Abhijeet Parida; Daniel Capellán-Martín; Zhifan Jiang; Austin Tapp; Xinyang Liu; Syed Muhammad Anwar; María J. Ledesma-Carbayo; Marius George Linguraru (CoRR, 2024)

Geometric Deep Learning for Automated Landmarking of Maxillary Arches on 3D Oral Scans from Newborns with Cleft Lip and Palate. - Artur Agaronyan; HyeRan Choo; Marius George Linguraru; Syed Muhammad Anwar (ISBI, 2025)

A New Logic for Pediatric Brain Tumor Segmentation. - Max Bengtsson; Elif Keles; Gorkem Durak; Syed Anwar; Yuri S. Velichko; Marius George Linguraru; Angela J. Waanders; Ulas Bagci (ISBI, 2025)

LF-MAMBA: A State Space Model-Based Framework for Accurate Bilateral Hippocampi Segmentation in Low-Field Pediatric MRI. - Di Fan; Rahimeh Rouhi; Jeffrey Tanedo; Shreyash Zanjal; Sean C. L. Deoni; Marius George Linguraru; Natasha Leporé (ISBI, 2025)

KALM: Knowledge-Driven Active Learning for Medical Image Segmentation Using Localized Similarity. - Zhifan Jiang; Vishwesh Nath; Holger R. Roth; Abhijeet Parida; Nicholas Foreman; Michael J. Fisher; Roger J. Packer; Syed Muhammad Anwar; Robert A. Avery; Marius George Linguraru (ISBI, 2025)

Controllable Latent Diffusion-Based 3D Brain Tumor Segmentation: With Synthetic Label Generation and Detailed Variance Map. - Xinyang Liu; Pengfei Guo; Daniel Capellán-Martín; Zhifan Jiang; Holger R. Roth; Austin Tapp; María J. Ledesma-Carbayo; Syed Muhammad Anwar; Marius George Linguraru (ISBI, 2025)

BabyFM: Towards accurate 3D baby facial models using spectral decomposition and asymmetry swapping. - Araceli Morales; Antònia Alomar; Antonio R. Porras; Marius George Linguraru; Gemma Piella; Federico M. Sukno (Comput. Biol. Medicine, 2025)

SelfFed: Self-supervised federated learning for data heterogeneity and label scarcity in medical images. - Sunder Ali Khowaja; Kapal Dev; Syed Muhammad Anwar; Marius George Linguraru (Expert Syst. Appl., 2025)

Comparative analysis of personal protective equipment nonadherence detection: computer vision versus human observers. - Mary S. Kim; Beomseok Park; Genevieve J. Sippel; Aaron H. Mun; Wanzhao Yang; Kathleen H. McCarthy; Emely Fernandez; Marius George Linguraru; Aleksandra Sarcevic; Ivan Marsic; Randall S. Burd (J. Am. Medical Informatics Assoc., 2025)

Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients. - Artur Agaronyan; Syeda Abeera Amir; Nunthasiri Wittayanakorn; John Schreiber; Marius George Linguraru; William Gaillard; Chima Oluigbo; Syed Muhammad Anwar (CoRR, 2025)

BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis. - Florian Kofler; Marcel Rosier; Mehdi Astaraki; Ujjwal Baid; Hendrik Kristian Möller; Josef A. Buchner; Felix Steinbauer; Eva Oswald; Ezequiel de la Rosa; Ivan Ezhov; Constantin von See; Jan Kirschke; et al. (CoRR, 2025)

Population-Driven Synthesis of Personalized Cranial Development From Cross-Sectional Pediatric CT Images. - Jiawei Liu; Fuyong Xing; Connor Elkhill; Marius George Linguraru; Randy C. Miles; Ines A. Cruz-Guerrero; Antonio R. Porras (IEEE Trans. Biomed. Eng., 2025)

Deep learnable spectral decomposition of 3D baby faces. - Michael Zappe; Antònia Alomar; Marius George Linguraru; Gemma Piella; Federico M. Sukno (Pattern Recognit., 2026)