Noel C. Codella  Noel C. Codella photo         

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Research Staff Member, IBM Research AI, Computer Vision
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  

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Professional Associations

Professional Associations:  ACM  |  IEEE

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More information:  Melanoma Diagnostic Support Service


2018

Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A and Codella, Noel CF and Dusza, Stephen W and Gutman, David A and Helba, Brian and Kalloo, Aadi and Mishra, Nabin and Carrera, Cristina and Celebi, M Emre and DeFazio, Jennifer L and others
Journal of the American Academy of Dermatology 78(2), 270--277, Elsevier, 2018
Abstract


2017

Cine-CMR partial voxel segmentation demonstrates increased aortic stiffness among patients with Marfan syndrome
Singh, Parmanand and Almarzooq, Zaid and Codell, Noel CF and Wang, Yi and Roman, Mary J and Devereux, Richard B and Weinsaft, Jonathan W
Journal of thoracic disease 9(Suppl 4), S239, AME Publications, 2017
Abstract

Skin lesion analysis toward melanoma detection: A challenge at the 2017 international symposium on biomedical imaging (isbi), hosted by the international skin imaging collaboration (isic)
Codella, Noel CF and Gutman, David and Celebi, M Emre and Helba, Brian and Marchetti, Michael A and Dusza, Stephen W and Kalloo, Aadi and Liopyris, Konstantinos and Mishra, Nabin and Kittler, Harald and others
arXiv preprint arXiv:1710.05006, 2017
Abstract


2016

A Novel Imaging Algorithm for Post Myocardial Infarction Left Ventricular Thrombus--Regional LV Function on Echocardiography as a Gatekeeper for Thrombus Evaluation by Delayed Enhancement Cardiac Magnetic Resonance
Weinsaft, Jonathan W and Kim, Jiwon and Medicherla, Chaitanya B and Ma, Claudia L and Codella, Noel CF and Kukar, Nina and Alaref, Subhi and Kim, Raymond J and Devereux, Richard B
JACC. Cardiovascular imaging 9(5), 505, NIH Public Access, 2016
Abstract

Multi-scale classification based lesion segmentation for dermoscopic images
Abedini, Mani and Codella, Noel and Chakravorty, Rajib and Garnavi, Rahil and Gutman, David and Helba, Brian and Smith, John R
Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, pp. 1361--1364
Abstract

Leveraging multiple cues for recognizing family photos
Wang, Xiaolong and Guo, Guodong and Merler, Michele and Codella, Noel CF and Rohith, MV and Smith, John R and Kambhamettu, Chandra
Image and Vision Computing, Elsevier, 2016
Abstract

Lymphoma diagnosis in histopathology using a multi-stage visual learning approach
N Codella, M Moradi, M Matasar, T Syeda-Mahmood, JR Smith
SPIE Medical Imaging, pp. 97910H-97910H-7, 2016

Echocardiographic algorithm for post--myocardial infarction LV thrombus: a gatekeeper for thrombus evaluation by delayed enhancement CMR
Weinsaft, Jonathan W and Kim, Jiwon and Medicherla, Chaitanya B and Ma, Claudia L and Codella, Noel CF and Kukar, Nina and Alaref, Subhi and Kim, Raymond J and Devereux, Richard B
JACC: Cardiovascular Imaging 9(5), 505--515, Elsevier, 2016
Abstract

Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images
Codella, Noel and Nguyen, Quoc-Bao and Pankanti, Sharath and Gutman, David and Helba, Brian and Halpern, Allan and Smith, John R
arXiv preprint arXiv:1610.04662, 2016
Abstract

Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks
Pouya Bashivan, Irina Rish, Mohammed Yeasin, Noel Codella
ICLR 2016 : International Conference on Learning Representations 2016
Abstract

Skin lesion analysis toward melanoma detection: A challenge at the international symposium on biomedical imaging (ISBI) 2016, hosted by the international skin imaging collaboration (ISIC)
Gutman, David and Codella, Noel CF and Celebi, Emre and Helba, Brian and Marchetti, Michael and Mishra, Nabin and Halpern, Allan
arXiv preprint arXiv:1605.01397, 2016
Abstract


2015

Routine cine-CMR segmentation via a novel automated algorithm (LV-METRIC) for assessment of aortic physiology: a clinical validation study
Singh, Parmanand and Codella, Noel C and Wang, Yi and Almarzooq, Zaid I and Bavalia, Nisha and Malonga, Grace and Markowitz, Steven M and Roman, Mary J and Devereux, Richard B and Weinsaft, Jonathan W
Journal of Cardiovascular Magnetic Resonance 17(1), P387, BioMed Central, 2015
Abstract

Viewpoint recognition in cardiac ct images
Moradi, Mehdi and Codella, Noel C and Syeda-Mahmood, Tanveer
International Conference on Functional Imaging and Modeling of the Heart, pp. 180--188, 2015
Abstract

Massive-scale learning of image and video semantic concepts
J. R. Smith, L. Cao, N. C. F. Codella, M. L. Hill, M. Merler, Q. B. Nguyen, E. Pring, R. A. Uceda-Sosa
IBM Journal of Research and Development 59(2/3), 7:1-7:13, 2015

Accurate and scalable system for automatic detection of malignant melanoma
Abedini, MANI and Chen, QIANG and Codella, NOEL CF and Garnavi, RAHIL and Sun, X
Dermoscopy Image Analysis, 293--343, Boca Raton, CRC Press, 2015
Abstract

Left ventricle: fully automated segmentation based on spatiotemporal continuity and myocardium information in cine cardiac magnetic resonance imaging (LV-FAST)
Wang, Lijia and Pei, Mengchao and Codella, Noel CF and Kochar, Minisha and Weinsaft, Jonathan W and Li, Jianqi and Prince, Martin R and Wang, Yi
BioMed research international2015, Hindawi
Abstract

A generalized framework for medical image classification and recognition
Abedini, M and Codella, NCF and Connell, JH and Garnavi, R and Merler, M and Pankanti, S and Smith, JR and Syeda-Mahmood, T
IBM Journal of Research and Development 59(2/3), 1--1, IBM, 2015

Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images
Codella, Noel and Cai, Junjie and Abedini, Mani and Garnavi, Rahil and Halpern, Alan and Smith, John R
Machine Learning in Medical Imaging, pp. 118--126, Springer, 2015


2014

Modeling Attributes from Category-Attribute Proportions
Yu, Felix X and Cao, Liangliang and Merler, Michele and Codella, Noel and Chen, Tao and Smith, John R and Chang, Shih-Fu
Proceedings of the ACM International Conference on Multimedia, pp. 977--980, 2014

Automated medical image modality recognition by fusion of visual and text information
Codella, Noel and Connell, Jonathan and Pankanti, Sharath and Merler, Michele and Smith, John R
International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 487--495, 2014


2013

Established binary cutoffs for cine-CMR basal slice selection-an unrecognized source of CMR discordance with echocardiography and necropsy derived LV mass
Simprini, Lauren A and Goyal, Parag and Mullally, Jamie and Codella, Noel and Afroz, Anika and Cooper, Mitchell and Fieno, David S and Finn, J Paul and Devereux, Richard B and Weinsaft, Jonathan W
Journal of Cardiovascular Magnetic Resonance 15(1), P115, BioMed Central, 2013
Abstract

Geometry-Independent Inclusion of Basal Myocardium Yields Improved Cardiac Magnetic Resonance Agreement with Echocardiography and Necropsy Quantified Left Ventricular Mass
Simprini, Lauren A and Goyal, Parag and Codella, Noel and Fieno, David S and Afroz, Anika and Mullally, Jamie and Cooper, Mitchell and Wang, Yi and Finn, John Paul and Devereux, Richard B and others
Journal of hypertension 31(10), 2069, NIH Public Access, 2013
Abstract

Large-scale video event classification using dynamic temporal pyramid matching of visual semantics
Codella, Noel CE and Hua, Gang and Cao, Liangliang and Merler, Michele and Gong, Leiguang and Hill, Mark and Smith, John R
Image Processing (ICIP), 2013 20th IEEE International Conference on, pp. 2877--2881

Learning by focusing: A new framework for concept recognition and feature selection
Cao, Liangliang and Gong, Leiguang and Kender, John R and Codella, Noel C and Smith, John R
Multimedia and Expo (ICME), 2013 IEEE International Conference on, pp. 1--6

Ibm research and columbia university trecvid-2013 multimedia event detection (med), multimedia event recounting (mer), surveillance event detection (sed), and semantic indexing (sin) systems
Brown, Lisa and Cao, Liangliang and Chang, Shih-Fu and Cheng, Yu and Choudhary, Alok and Codella, Noel and Cotton, Courtenay and Ellis, Dan and Fan, Quanfu and Feris, Rogerio and others
TRECVID Workshop, 2013


2012

Improved Left Ventricular Mass Quantification With Partial Voxel InterpolationClinical Perspective: In Vivo and Necropsy Validation of a Novel Cardiac MRI Segmentation Algorithm
Codella, Noel CF and Lee, Hae Yeoun and Fieno, David S and Chen, Debbie W and Hurtado-Rua, Sandra and Kochar, Minisha and Finn, John Paul and Judd, Robert and Goyal, Parag and Schenendorf, Jesse and others
Circulation: Cardiovascular Imaging 5(1), 137--146, Am Heart Assoc, 2012
Abstract

Cardiac anatomy as a biometric
Codella, Noel CF and Connell, Jonathan and Ratha, Nalini and Weinsaft, Jonathan W
2012 19th IEEE International Conference on Image Processing, pp. 1137--1140

Ibm research and columbia university trecvid-2012 multimedia event detection (med), multimedia event recounting (mer), and semantic indexing (sin) systems
Cao, Liangliang and Chang, Shih-Fu and Codella, Noel and Cotton, Courtenay and Ellis, Dan and Gong, Leiguang and Hill, Matthew and Hua, Gang and Kender, John and Merler, Michele and others
Proc. TRECVID 2012 workshop. Gaithersburg, MD, USA



2011

Improved Left Ventricular Mass Quantification with Partial Voxel Interpolation-in vivo and Necropsy Validation of a Novel Algorithm for Automated Analysis of Cardiac Magnetic Resonance (CMR)
Codella, Noel C and Lee, Hae Yeoun and Fieno, David S and Chen, Debbie W and Kochar, Minisha and Finn, John P and Judd, Robert and Goyal, Parag and Schenendorf, Jesse and Cham, Matthew D and others
2011 - Am Heart Assoc, Am Heart Assoc
Abstract

Improved Left Ventricular Mass Quantification with Partial Voxel Interpolation: In-Vivo and Necropsy Validation of a Novel Cardiac MRI Segmentation Algorithm
Codella, Noel CF and Lee, Hae Yeoun and Fieno, David S and Chen, Debbie W and Hurtado-Rua, Sandra and Kochar, Minisha and Finn, John Paul and Judd, Robert and Goyal, Parag and Schenendorf, Jesse and others
Circulation: Cardiovascular Imaging, CIRCIMAGING--111, Am Heart Assoc, 2011
Abstract

A Radial Self-Calibrated (RASCAL) GRAPPA method using Weight Interpolation
N.C.F. Codella, P. Spincemaille, M. Prince, Y. Wang
NMR in biomedicine 24(7), 844, NIH Public Access, 2011

IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System
Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay Cotton, Dan Ellis, Leiguang Gong, Matthew Hill, Gang Hua, John Kender, Michele Merler, Yadong Mu, Apostol Natseve, John R. Smith
NIST TRECVID Workshop, 2011

Towards large scale land-cover recognition of satellite images
N.C.F. Codella, G. Hua, A. Natsev, J.R. Smith
Information, Communications and Signal Processing (ICICS) 2011 8th International Conference on, pp. 1--5

A radial self-calibrated (RASCAL) generalized autocalibrating partially parallel acquisition (GRAPPA) method using weight interpolation
N.C.F. Codella, P. Spincemaille, M. Prince, Y. Wang
NMR in Biomedicine 24(7), 844--854, Wiley Online Library, 2011


2010

Automated segmentation of routine cine-CMR for volumetric assessment of presence and severity of left ventricular diastolic dysfunction
D.D. Mendoza, N.C.F. Codella, S. Sethi, K. Kawaji, S. Manoushagian, M.R. Prince, R.B. Devereux, J.K. Min, M.D. Cham, Y. Wang, others
Journal of Cardiovascular Magnetic Resonance12, 1--2, Springer, 2010


Impact of diastolic dysfunction severity on global left ventricular volumetric filling-assessment by automated segmentation of routine cine cardiovascular magnetic resonance
D.D. Mendoza, N.C.F. Codella, Y. Wang, M.R. Prince, S. Sethi, S.J. Manoushagian, K. Kawaji, J.K. Min, T.M. LaBounty, R.B. Devereux, others
Journal of Cardiovascular Magnetic Resonance 12(1), 46, BioMed Central, 2010

Rapid and accurate left ventricular chamber quantification using a novel CMR segmentation algorithm: a clinical validation study
N.C.F. Codella, M.D. Cham, R. Wong, C. Chu, J.K. Min, M.R. Prince, Y. Wang, J.W. Weinsaft
Journal of Magnetic Resonance Imaging 31(4), 845--853, Wiley Online Library, 2010

Respiratory and cardiac self-gated free-breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition
J. Liu, P. Spincemaille, N.C.F. Codella, T.D. Nguyen, M.R. Prince, Y. Wang
Magnetic Resonance in Medicine 63(5), 1230--1237, Wiley Online Library, 2010

Automatic left ventricle segmentation using iterative thresholding and an active contour model with adaptation on short-axis cardiac MRI
H.Y. Lee, N.C.F. Codella, M.D. Cham, J.W. Weinsaft, Y. Wang
Biomedical Engineering, IEEE Transactions on 57(4), 905--913, IEEE, 2010


2009

Rapid automated quantification of left ventricular ejection fraction with LV-METRIC--a novel segmentation algorithm
N.C.F. Codella, M.D. Cham, R. Wong, C. Chu, K. Healy, M.R. Prince, Y. Wang, J.W. Weinsaft
Journal of Cardiovascular Magnetic Resonance 11(Suppl 1), P117, BioMed Central Ltd, 2009

Automated Segmentation of Routine Clinical Cardiac Magnetic Resonance Imaging for Assessment of Left Ventricular Diastolic DysfunctionCLINICAL PERSPECTIVE
K. Kawaji, N.C.F. Codella, M.R. Prince, C.W. Chu, A. Shakoor, T.M. LaBounty, J.K. Min, R.V. Swaminathan, R.B. Devereux, Y. Wang, others
Circulation: Cardiovascular Imaging 2(6), 476--484, Am Heart Assoc, 2009


2008

2030 Established cmr methods for left ventricular quantification differ based on variable exclusion of papillary/trabecular volumes: increased diagnostic impact among patients with left ventricular hypertrophy
J. Matthew, C. Matthew, R. Michael, W. Yi, C. Noel, M. James, M. Shant, O. Peter, D. Richard, W. Jonathan
Journal of Cardiovascular Magnetic Resonance10, 2008

Left ventricle segmentation using graph searching on intensity and gradient and a priori knowledge (lvGIGA) for short-axis cardiac magnetic resonance imaging
H.Y. Lee, N. Codella, M. Cham, M. Prince, J. Weinsaft, Y. Wang
Journal of Magnetic Resonance Imaging 28(6), 1393--1401, Wiley Online Library, 2008

Effects of papillary muscles and trabeculae on left ventricular quantification: increased impact of methodological variability in patients with left ventricular hypertrophy
M. Janik, M.D. Cham, M.I. Ross, Y. Wang, N. Codella, J.K. Min, M.R. Prince, S. Manoushagian, P.M. Okin, R.B. Devereux, others
Journal of hypertension 26(8), 1677, 2008

Left Ventricle: Automated Segmentation by Using Myocardial Effusion Threshold Reduction and Intravoxel Computation at MR Imaging1
N.C.F. Codella, J.W. Weinsaft, M.D. Cham, M. Janik, M.R. Prince, Y. Wang
Radiology 248(3), 1004--1012, Radiological Society of North America, 2008