Sema Candemir

Affiliations

Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.).

Publications (10)

A User Interface for Optimizing Radiologist Engagement in Image Data Curation for Artificial Intelligence.

Radiology. Artificial intelligence

Avec: Mutlu Demirer , Sema Candemir , Matthew T Bigelow , Sarah M Yu , Vikash Gupta , Luciano M Prevedello , Richard D White , Joseph S Yu , Rainer Grimmer , Michael Wels , Andreas Wimmer , Abdul H Halabi , Alvin Ihsani , Thomas P O'Donnell , Barbaros S Erdal

A review on lung boundary detection in chest X-rays.

International journal of computer assisted radiology and surgery

Avec: Sema Candemir , Sameer Antani

Training Strategies for Radiology Deep Learning Models in Data-limited Scenarios.

Radiology. Artificial intelligence

Avec: Sema Candemir , Xuan V Nguyen , Les R Folio , Luciano M Prevedello

Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients.

IEEE transactions on technology and society

Avec: Himanshi Allahabadi , Julia Amann , Isabelle Balot , Andrea Beretta , Charles Binkley , Jonas Bozenhard , Frederick Bruneault , James Brusseau , Sema Candemir , Luca Alessandro Cappellini , Subrata Chakraborty , Nicoleta Cherciu , Christina Cociancig , Megan Coffee , Irene Ek , Leonardo Espinosa-Leal , Davide Farina , Genevieve Fieux-Castagnet , Thomas Frauenfelder , Alessio Gallucci , Guya Giuliani , Adam Golda , Irmhild van Halem , Elisabeth Hildt , Sune Holm , Georgios Kararigas , Sebastien A Krier , Ulrich Kuhne , Francesca Lizzi , Vince I Madai , Aniek F Markus , Serg Masis , Emilie Wiinblad Mathez , Francesco Mureddu , Emanuele Neri , Walter Osika , Matiss Ozols , Cecilia Panigutti , Brendan Parent , Francesca Pratesi , Pedro A Moreno-Sanchez , Giovanni Sartor , Mattia Savardi , Alberto Signoroni , Hanna-Maria Sormunen , Andy Spezzatti , Adarsh Srivastava , Annette F Stephansen , Lau Bee Theng , Jesmin Jahan Tithi , Jarno Tuominen , Steven Umbrello , Filippo Vaccher , Dennis Vetter , Magnus Westerlund , Renee Wurth , Roberto V Zicari

Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis During CCTA Evaluation of Chest Pain in the Emergency Department: Preparing an Application for Real-world Use.

Journal of digital imaging

Avec: Richard D White , Barbaros S Erdal , Mutlu Demirer , Vikash Gupta , Matthew T Bigelow , Engin Dikici , Sema Candemir , Mauricio S Galizia , Jessica L Carpenter , Thomas P O'Donnell , Abdul H Halabi , Luciano M Prevedello

Mortality Prediction Analysis among COVID-19 Inpatients Using Clinical Variables and Deep Learning Chest Radiography Imaging Features.

Tomography (Ann Arbor, Mich.)

Avec: Xuan V Nguyen , Engin Dikici , Sema Candemir , Robyn L Ball , Luciano M Prevedello

Detecting and Characterizing Inferior Vena Cava Filters on Abdominal Computed Tomography with Data-Driven Computational Frameworks.

Journal of digital imaging

Avec: Sema Candemir , Robert Moranville , Kelvin A Wong , Warren Campbell , Matthew T Bigelow , Luciano M Prevedello , Mina S Makary

Automated coronary artery atherosclerosis detection and weakly supervised localization on coronary CT angiography with a deep 3-dimensional convolutional neural network.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Avec: Sema Candemir , Richard D White , Mutlu Demirer , Vikash Gupta , Matthew T Bigelow , Luciano M Prevedello , Barbaros S Erdal

Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning.

Journal of digital imaging

Avec: Vikash Gupta , Mutlu Demirer , Matthew Bigelow , Kevin J Little , Sema Candemir , Luciano M Prevedello , Richard D White , Thomas P O'Donnell , Michael Wels , Barbaros S Erdal

Predicting Mental Decline Rates in Mild Cognitive Impairment From Baseline MRI Volumetric Data.

Alzheimer disease and associated disorders

Avec: Xuan V Nguyen , Sema Candemir , Barbaros Selnur Erdal , Richard D White , Luciano M Prevedello

Réseau de co-auteurs

Luciano M Prevedello 8 collaborations

Richard D White 5 collaborations

Mutlu Demirer 4 collaborations

Matthew T Bigelow 4 collaborations

Vikash Gupta 4 collaborations

Barbaros S Erdal 4 collaborations

Thomas P O'Donnell 3 collaborations

Xuan V Nguyen 3 collaborations

Michael Wels 2 collaborations

Abdul H Halabi 2 collaborations

Engin Dikici 2 collaborations

Sarah M Yu 1 collaboration

Joseph S Yu 1 collaboration

Rainer Grimmer 1 collaboration

Andreas Wimmer 1 collaboration

Alvin Ihsani 1 collaboration

Sameer Antani 1 collaboration

Les R Folio 1 collaboration

Himanshi Allahabadi 1 collaboration

Julia Amann 1 collaboration

Isabelle Balot 1 collaboration

Andrea Beretta 1 collaboration

Charles Binkley 1 collaboration

Jonas Bozenhard 1 collaboration

Frederick Bruneault 1 collaboration

James Brusseau 1 collaboration

Luca Alessandro Cappellini 1 collaboration

Subrata Chakraborty 1 collaboration

Nicoleta Cherciu 1 collaboration

Christina Cociancig 1 collaboration

Megan Coffee 1 collaboration

Irene Ek 1 collaboration

Leonardo Espinosa-Leal 1 collaboration

Davide Farina 1 collaboration

Genevieve Fieux-Castagnet 1 collaboration

Thomas Frauenfelder 1 collaboration

Alessio Gallucci 1 collaboration

Guya Giuliani 1 collaboration

Adam Golda 1 collaboration

Irmhild van Halem 1 collaboration

Elisabeth Hildt 1 collaboration

Sune Holm 1 collaboration

Georgios Kararigas 1 collaboration

Sebastien A Krier 1 collaboration

Ulrich Kuhne 1 collaboration

Francesca Lizzi 1 collaboration

Vince I Madai 1 collaboration

Aniek F Markus 1 collaboration

Serg Masis 1 collaboration

Emilie Wiinblad Mathez 1 collaboration

Francesco Mureddu 1 collaboration

Emanuele Neri 1 collaboration

Walter Osika 1 collaboration

Matiss Ozols 1 collaboration

Cecilia Panigutti 1 collaboration

Brendan Parent 1 collaboration

Francesca Pratesi 1 collaboration

Pedro A Moreno-Sanchez 1 collaboration

Giovanni Sartor 1 collaboration

Mattia Savardi 1 collaboration

Alberto Signoroni 1 collaboration

Hanna-Maria Sormunen 1 collaboration

Andy Spezzatti 1 collaboration

Adarsh Srivastava 1 collaboration

Annette F Stephansen 1 collaboration

Lau Bee Theng 1 collaboration

Jesmin Jahan Tithi 1 collaboration

Jarno Tuominen 1 collaboration

Steven Umbrello 1 collaboration

Filippo Vaccher 1 collaboration

Dennis Vetter 1 collaboration

Magnus Westerlund 1 collaboration

Renee Wurth 1 collaboration

Roberto V Zicari 1 collaboration

Mauricio S Galizia 1 collaboration

Jessica L Carpenter 1 collaboration

Robyn L Ball 1 collaboration

Robert Moranville 1 collaboration

Kelvin A Wong 1 collaboration

Warren Campbell 1 collaboration

Mina S Makary 1 collaboration

Matthew Bigelow 1 collaboration

Kevin J Little 1 collaboration

Barbaros Selnur Erdal 1 collaboration