Noel C. F. Codella

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 21

Top Topics

Biomedical Imaging

Video Event Detection

Visual Learning

Top Venues

IBM J. Res. Dev.

Publications

Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney
Fairness of Classifiers Across Skin Tones in Dermatology. MICCAI (6) (2020)
Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets. CoRR (2019)
Michael Hind, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilovic, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
TED: Teaching AI to Explain its Decisions. AIES (2019)
Marc Combalia, Noel C. F. Codella, Veronica Rotemberg, Brian Helba, Verónica Vilaplana, Ofer Reiter, Allan C. Halpern, Susana Puig, Josep Malvehy
BCN20000: Dermoscopic Lesions in the Wild. CoRR (2019)
Yunhui Guo, Noel C. F. Codella, Leonid Karlinsky, John R. Smith, Tajana Rosing, Rogério Schmidt Feris
A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning. CoRR (2019)
Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning. CoRR (2019)
Noel C. F. Codella, Veronica Rotemberg, Philipp Tschandl, M. Emre Celebi, Stephen W. Dusza, David A. Gutman, Brian Helba, Aadi Kalloo, Konstantinos Liopyris, Michael A. Marchetti, Harald Kittler, Allan Halpern
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC). CoRR (2019)
Noel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images. CoRR (2018)
Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern
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). ISBI (2018)
Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
TED: Teaching AI to Explain its Decisions. CoRR (2018)
Noel C. F. Codella, Daren Anderson, Tyler Philips, Anthony Porto, Kevin Massey, Jane Snowdon, Rogério Schmidt Feris, John R. Smith
Segmentation of both Diseased and Healthy Skin from Clinical Photographs in a Primary Care Setting. CoRR (2018)
Noel C. F. Codella, Daren Anderson, Tyler Philips, Anthony Porto, Kevin Massey, Jane Snowdon, Rogério Schmidt Feris, John R. Smith
Segmentation of Both Diseased and Healthy Skin From Clinical Photographs in a Primary Care Setting. EMBC (2018)
Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
Teaching Meaningful Explanations. CoRR (2018)
Noel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images. MLCN/DLF/iMIMIC@MICCAI (2018)
Xiaolong Wang, Guodong Guo, Michele Merler, Noel C. F. Codella, M. V. Rohith, John R. Smith, Chandra Kambhamettu
Leveraging multiple cues for recognizing family photos. Image Vis. Comput. 58 (2017)
Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern
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). CoRR (2017)
Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Alan Halpern, John R. Smith
Deep learning ensembles for melanoma recognition in dermoscopy images. IBM J. Res. Dev. 61 (4-5) (2017)
Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Allan Halpern, John R. Smith
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images. CoRR (2016)
David A. Gutman, Noel C. F. Codella, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Nabin K. Mishra, Allan Halpern
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). CoRR (2016)
Mani Abedini, Noel C. F. Codella, Rajib Chakravorty, Rahil Garnavi, David A. Gutman, Brian Helba, John R. Smith
Multi-scale classification based lesion segmentation for dermoscopic images. EMBC (2016)
Noel C. F. Codella, Mehdi Moradi, Matt Matasar, Tanveer F. Syeda-Mahmood, John R. Smith
Lymphoma diagnosis in histopathology using a multi-stage visual learning approach. Medical Imaging: Digital Pathology (2016)
Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood
A generalized framework for medical image classification and recognition. IBM J. Res. Dev. 59 (2/3) (2015)
John R. Smith, Liangliang Cao, Noel C. F. Codella, Matthew L. Hill, Michele Merler, Quoc-Bao Nguyen, E. Pring, Rosario A. Uceda-Sosa
Massive-scale learning of image and video semantic concepts. IBM J. Res. Dev. 59 (2/3) (2015)
Mehdi Moradi, Noel C. F. Codella, Tanveer F. Syeda-Mahmood
Viewpoint Recognition in Cardiac CT Images. FIMH (2015)
Noel C. F. Codella, Jonathan H. Connell, Sharath Pankanti, Michele Merler, John R. Smith
Automated Medical Image Modality Recognition by Fusion of Visual and Text Information. MICCAI (2) (2014)
Felix X. Yu, Liangliang Cao, Michele Merler, Noel C. F. Codella, Tao Chen, John R. Smith, Shih-Fu Chang
Modeling Attributes from Category-Attribute Proportions. ACM Multimedia (2014)
Liangliang Cao, Leiguang Gong, John R. Kender, Noel C. F. Codella, John R. Smith
Learning by focusing: A new framework for concept recognition and feature selection. ICME (2013)
Noel C. F. Codella, Gang Hua, Liangliang Cao, Michele Merler, Leiguang Gong, Matthew L. Hill, John R. Smith
Large-scale video event classification using dynamic temporal pyramid matching of visual semantics. ICIP (2013)
Noel C. F. Codella, Jonathan Connell, Nalini K. Ratha, Jonathan W. Weinsaft
Cardiac anatomy as a biometric. ICIP (2012)
Noel C. F. Codella, Apostol Natsev, Gang Hua, Matthew L. Hill, Liangliang Cao, Leiguang Gong, John R. Smith
Video Event Detection Using Temporal Pyramids of Visual Semantics with Kernel Optimization and Model Subspace Boosting. ICME (2012)
Liangliang Cao, Yuan-Chi Chang, Noel C. F. Codella, Michele Merler, Quoc-Bao Nguyen, John R. Smith
IBM T.J. Watson Research Center, Multimedia Analytics: Modality Classification and Case-Based Retrieval Tasks of ImageCLEF2012. CLEF (Online Working Notes/Labs/Workshop) (2012)
Noel C. F. Codella, Gang Hua, Apostol Natsev, John R. Smith
Towards large scale land-cover recognition of satellite images. ICICS (2011)
Hae-Yeoun Lee, Noel C. F. Codella, Matthew D. Cham, Jonathan W. Weinsaft, Yi Wang
Automatic Left Ventricle Segmentation Using Iterative Thresholding and an Active Contour Model With Adaptation on Short-Axis Cardiac MRI. IEEE Trans. Biomed. Eng. 57 (4) (2010)