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Awais Mansoor
ORCID
Publication Activity (10 Years)
Years Active: 2009-2023
Publications (10 Years): 34
Top Topics
Computed Tomography Images
Automatic Segmentation
Ultrasound Images
Shape Model
Top Venues
CoRR
EMBC
ISBI
Medical Imaging: Computer-Aided Diagnosis
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Publications
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Manuela Daniela Danu
,
Vasile George Marica
,
Sanjeev Kumar Karn
,
Bogdan Georgescu
,
Awais Mansoor
,
Florin C. Ghesu
,
Lucian Mihai Itu
,
Constantin Suciu
,
Sasa Grbic
,
Oladimeji Farri
,
Dorin Comaniciu
Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge.
CoRR
(2023)
Florin C. Ghesu
,
Bogdan Georgescu
,
Awais Mansoor
,
Youngjin Yoo
,
Dominik Neumann
,
Pragneshkumar Patel
,
R. S. Vishwanath
,
James M. Balter
,
Yue Cao
,
Sasa Grbic
,
Dorin Comaniciu
Self-supervised Learning from 100 Million Medical Images.
CoRR
(2022)
Florin C. Ghesu
,
Bogdan Georgescu
,
Awais Mansoor
,
Youngjin Yoo
,
Eli Gibson
,
R. S. Vishwanath
,
Abishek Balachandran
,
James M. Balter
,
Yue Cao
,
Ramandeep Singh
,
Subba R. Digumarthy
,
Mannudeep K. Kalra
,
Sasa Grbic
,
Dorin Comaniciu
Quantifying and leveraging predictive uncertainty for medical image assessment.
Medical Image Anal.
68 (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)
Eduardo Jose Mortani Barbosa Jr.
,
Warren B. Gefter
,
Rochelle Yang
,
Florin C. Ghesu
,
Siqi Liu
,
Boris Mailhé
,
Awais Mansoor
,
Sasa Grbic
,
Sebastian Piat
,
Guillaume Chabin
,
R. S. Vishwanath
,
Abishek Balachandran
,
Sebastian Vogt
,
Valentin Ziebandt
,
Steffen Kappler
,
Dorin Comaniciu
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth.
CoRR
(2020)
Florin C. Ghesu
,
Bogdan Georgescu
,
Awais Mansoor
,
Youngjin Yoo
,
Eli Gibson
,
R. S. Vishwanath
,
Abishek Balachandran
,
James M. Balter
,
Yue Cao
,
Ramandeep Singh
,
Subba R. Digumarthy
,
Mannudeep K. Kalra
,
Sasa Grbic
,
Dorin Comaniciu
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment.
CoRR
(2020)
Awais Mansoor
,
Antonio R. Porras
,
Marius George Linguraru
Region Proposal Networks with Contextual Selective Attention for Real-Time Organ Detection.
ISBI
(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)
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)
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)
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)
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)
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)
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)
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)
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)
Ziyue Xu
,
Ulas Bagci
,
Brent Foster
,
Awais Mansoor
,
Jayaram K. Udupa
,
Daniel J. Mollura
A hybrid method for airway segmentation and automated measurement of bronchial wall thickness on CT.
Medical Image Anal.
24 (1) (2015)
Awais Mansoor
,
Valery Patsekin
,
Dale Scherl
,
J. Paul Robinson
,
Bartlomiej Rajwa
A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm.
IEEE J. Biomed. Health Informatics
19 (1) (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)
Awais Mansoor
,
Ulas Bagci
,
Ziyue Xu
,
Brent Foster
,
Kenneth N. Olivier
,
Jason M. Elinoff
,
Anthony F. Suffredini
,
Jayaram K. Udupa
,
Daniel J. Mollura
Correction to "A Generic Approach to Pathological Lung Segmentation".
IEEE Trans. Medical Imaging
34 (1) (2015)
Awais Mansoor
,
Ulas Bagci
,
Daniel J. Mollura
Near-optimal Keypoint Sampling for Fast Pathological Lung Segmentation.
CoRR
(2014)
Awais Mansoor
,
Ulas Bagci
,
Brent Foster
,
Ziyue Xu
,
Deborah Douglas
,
Jeffrey M. Solomon
,
Jayaram K. Udupa
,
Daniel J. Mollura
CIDI-lung-seg: A single-click annotation tool for automatic delineation of lungs from CT scans.
EMBC
(2014)
Awais Mansoor
,
Valery Patsekin
,
Dale Scherl
,
J. Paul Robinson
,
Bartlomiej Rajwa
BiofilmQuant: A computer-assisted tool for dental biofilm quantification.
EMBC
(2014)
Awais Mansoor
,
Ulas Bagci
,
Brent Foster
,
Ziyue Xu
,
Deborah Douglas
,
Jeffrey M. Solomon
,
Jayaram K. Udupa
,
Daniel J. Mollura
CIDI-Lung-Seg: A Single-Click Annotation Tool for Automatic Delineation of Lungs from CT Scans.
CoRR
(2014)
Awais Mansoor
,
Ulas Bagci
,
Daniel J. Mollura
Near-optimal keypoint sampling for fast pathological lung segmentation.
EMBC
(2014)
Awais Mansoor
,
Ulas Bagci
,
Ziyue Xu
,
Brent Foster
,
Kenneth N. Olivier
,
Jason M. Elinoff
,
Anthony F. Suffredini
,
Jayaram K. Udupa
,
Daniel J. Mollura
A Generic Approach to Pathological Lung Segmentation.
IEEE Trans. Medical Imaging
33 (12) (2014)
Awais Mansoor
,
Valery Patsekin
,
Dale Scherl
,
J. Paul Robinson
,
Bartlomiej Rajwa
BiofilmQuant: A Computer-Assisted Tool for Dental Biofilm Quantification.
CoRR
(2014)
Brent Foster
,
Ulas Bagci
,
Awais Mansoor
,
Ziyue Xu
,
Daniel J. Mollura
A review on segmentation of positron emission tomography images.
Comput. Biol. Medicine
50 (2014)
Awais Mansoor
,
Ulas Bagci
,
Daniel J. Mollura
Optimally Stabilized PET Image Denoising Using Trilateral Filtering.
MICCAI (1)
(2014)
Awais Mansoor
,
Ulas Bagci
,
Daniel J. Mollura
Optimally Stabilized PET Image Denoising Using Trilateral Filtering.
CoRR
(2014)
Awais Mansoor
,
Valery Patsekin
,
Dale Scherl
,
J. Paul Robinson
,
Bartlomiej Rajwa
A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm.
CoRR
(2014)
Ziyue Xu
,
Ulas Bagci
,
Brent Foster
,
Awais Mansoor
,
Daniel J. Mollura
Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall Surfaces.
MICCAI (2)
(2013)
Awais Mansoor
,
J. Paul Robinson
,
Bartek Rajwa
A low complexity speck-based codec for multispectral fluorescence microscopic images.
ICASSP
(2010)
Awais Mansoor
,
J. Paul Robinson
,
Bartek Rajwa
Compression of multispectral fluorescence microscopic images based on a modified set partitioning in hierarchal trees.
Image Processing: Algorithms and Systems
(2009)