Noel C. F. Codella

43 papers A* 1A 2B 2C 2Journal 26Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Sparse Visual Representations via Spatial-Semantic Factorization.
CoRR
Theodore Zhengde Zhao, Sid Kiblawi, Jianwei Yang, Naoto Usuyama, Reuben Tan, Noel C. F. Codella, Tristan Naumann, Hoifung Poon, Mu Wei
2025 J jnl
Automated triage of cancer-suspicious skin lesions with 3D total-body photography.
npj Digit. Medicine
Nicholas R. Kurtansky, Maura C. Gillis, Noel C. F. Codella, Brian D'Alessandro, Zongyuan Ge, Pascale Guitera, Allan C. Halpern, Harald Kittler, Josep Malvehy, Konstantinos Liopyris, Victoria Mar, Linda K. Martin, Lara Valeska Maul, Alexander Navarini, Tarlia Rajeswaran, Vin Rajeswaran, Nadia Reichman, H. Peter Soyer, Jochen Weber, Siyuan Yan, Veronica Rotemberg, Kivanç Köse
2025 J jnl
CancerGUIDE: Cancer Guideline Understanding via Internal Disagreement Estimation.
CoRR
Alyssa Unell, Noel C. F. Codella, Sam Preston, Peniel N. Argaw, Wen-Wai Yim, Zelalem Gero, Cliff Wong, Rajesh Jena, Eric Horvitz, Amanda K. Hall, Ruican Rachel Zhong, Jiachen Li, Shrey Jain, Mu Wei, Matthew P. Lungren, Hoifung Poon
2025 J jnl
Comprehensive language-image pre-training for 3D medical image understanding.
CoRR
Tassilo Wald, Ibrahim Ethem Hamamci, Yuan Gao, Sam Bond-Taylor, Harshita Sharma, Maximilian Ilse, Cynthia Lo, Olesya Melnichenko, Noel C. F. Codella, Maria Teodora Wetscherek, Klaus H. Maier-Hein, Korfiatis Panagiotis, Valentina Salvatelli, Javier Alvarez-Valle, Fernando Pérez-García
2025 J jnl
Data Scaling Laws for Radiology Foundation Models.
CoRR
Maximilian Ilse, Harshita Sharma, Anton Schwaighofer, Sam Bond-Taylor, Fernando Pérez-García, Olesya Melnichenko, Anne-Marie G. Sykes, Kelly K. Horst, Ashish Khandelwal, Maxwell Reynolds, Maria T. A. Wetscherek, Noel C. F. Codella, Javier Alvarez-Valle, Korfiatis Panagiotis, Valentina Salvatelli
2025 J jnl
From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification.
CoRR
Xue Li, Jameson Merkow, Noel C. F. Codella, Alberto Santamaría-Pang, Naiteek Sangani, Alexander Ersoy, Christopher Burt, John W. Garrett, Richard J. Bruce, Joshua D. Warner, Tyler J. Bradshaw, Ivan Tarapov, Matthew P. Lungren, Alan B. McMillan
2025 J jnl
The Illusion of Readiness: Stress Testing Large Frontier Models on Multimodal Medical Benchmarks.
CoRR
Yu Gu, Jingjing Fu, Xiaodong Liu, Jeya Maria Jose Valanarasu, Noel C. F. Codella, Reuben Tan, Qianchu Liu, Ying Jin, Sheng Zhang, Jinyu Wang, Rui Wang, Lei Song, Guanghui Qin, Naoto Usuyama, Cliff Wong, Hao Cheng, Ho Hin Lee, Praneeth Sanapathi, Sarah Hilado, Jiang Bian, Javier Alvarez-Valle, Mu Wei, Khalil Malik, Jianfeng Gao, Eric Horvitz, Matthew P. Lungren, Hoifung Poon, Paul Vozila
2024 J jnl
MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging.
CoRR
Noel C. F. Codella, Ying Jin, Shrey Jain, Yu Gu, Ho Hin Lee, Asma Ben Abacha, Alberto Santamaría-Pang, Will Guyman, Naiteek Sangani, Sheng Zhang, Hoifung Poon, Stephanie L. Hyland, Shruthi Bannur, Javier Alvarez-Valle, Xue Li, John W. Garrett, Alan B. McMillan, Gaurav Rajguru, Madhu Maddi, Nilesh Vijayrania, Rehaan Bhimai, Nick Mecklenburg, Rupal Jain, Daniel Holstein, Naveen Gaur, Vijay Aski, Jenq-Neng Hwang, Thomas Lin, Ivan Tarapov, Matthew P. Lungren, Mu Wei
2023 J jnl
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology.
CoRR
Asma Ben Abacha, Alberto Santamaría-Pang, Ho Hin Lee, Jameson Merkow, Qin Cai, Surya Teja Devarakonda, Abdullah Islam, Julia Gong, Matthew P. Lungren, Thomas Lin, Noel C. F. Codella, Ivan Tarapov
2020 — conf
Fairness of Classifiers Across Skin Tones in Dermatology.
MICCAI (6)
Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney
2019 J jnl
A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning.
CoRR
Yunhui Guo, Noel C. F. Codella, Leonid Karlinsky, John R. Smith, Tajana Rosing, Rogério Schmidt Feris
2019 J jnl
BCN20000: Dermoscopic Lesions in the Wild.
CoRR
Marc Combalia, Noel C. F. Codella, Veronica Rotemberg, Brian Helba, Verónica Vilaplana, Ofer Reiter, Allan C. Halpern, Susana Puig, Josep Malvehy
2019 J jnl
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets.
CoRR
Newton M. Kinyanjui, Timothy Odonga, Celia Cintas, Noel C. F. Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney
2019 J jnl
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).
CoRR
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
2019 C conf
TED: Teaching AI to Explain its Decisions.
AIES
Michael Hind, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilovic, Karthikeyan Natesan Ramamurthy, Kush R. Varshney
2019 J jnl
Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning.
CoRR
Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
2018 — conf
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images.
MLCN/DLF/iMIMIC@MICCAI
Noel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith
2018 J jnl
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images.
CoRR
Noel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith
2018 — ed.
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis - First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings
OR 2.0/CARE/CLIP/ISIC@MICCAI
Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, A. Jonathan McLeod, Miguel Ángel González Ballester, Noel C. F. Codella, Anne L. Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine de Ribaupierre, Xióngbiao Luó, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin J. Dana, Allan Halpern
2018 — conf
Segmentation of Both Diseased and Healthy Skin From Clinical Photographs in a Primary Care Setting.
EMBC
Noel C. F. Codella, Daren Anderson, Tyler Philips, Anthony Porto, Kevin Massey, Jane Snowdon, Rogério Schmidt Feris, John R. Smith
2018 J jnl
Segmentation of both Diseased and Healthy Skin from Clinical Photographs in a Primary Care Setting.
CoRR
Noel C. F. Codella, Daren Anderson, Tyler Philips, Anthony Porto, Kevin Massey, Jane Snowdon, Rogério Schmidt Feris, John R. Smith
2018 — conf
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
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
2018 J jnl
TED: Teaching AI to Explain its Decisions.
CoRR
Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
2018 J jnl
Teaching Meaningful Explanations.
CoRR
Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic
2017 J jnl
Deep learning ensembles for melanoma recognition in dermoscopy images.
IBM J. Res. Dev.
Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Alan Halpern, John R. Smith
2017 J jnl
Leveraging multiple cues for recognizing family photos.
Image Vis. Comput.
Xiaolong Wang, Guodong Guo, Michele Merler, Noel C. F. Codella, M. V. Rohith, John R. Smith, Chandra Kambhamettu
2017 J jnl
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
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
2016 J jnl
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images.
CoRR
Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Allan Halpern, John R. Smith
2016 — conf
Lymphoma diagnosis in histopathology using a multi-stage visual learning approach.
Digital Pathology
Noel C. F. Codella, Mehdi Moradi, Matt Matasar, Tanveer F. Syeda-Mahmood, John R. Smith
2016 — conf
Multi-scale classification based lesion segmentation for dermoscopic images.
EMBC
Mani Abedini, Noel C. F. Codella, Rajib Chakravorty, Rahil Garnavi, David A. Gutman, Brian Helba, John R. Smith
2016 J jnl
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
David A. Gutman, Noel C. F. Codella, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Nabin K. Mishra, Allan Halpern
2015 J jnl
A generalized framework for medical image classification and recognition.
IBM J. Res. Dev.
Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood
2015 J jnl
Massive-scale learning of image and video semantic concepts.
IBM J. Res. Dev.
John R. Smith, Liangliang Cao, Noel C. F. Codella, Matthew L. Hill, Michele Merler, Quoc-Bao Nguyen, E. Pring, Rosario A. Uceda-Sosa
2015 — conf
Viewpoint Recognition in Cardiac CT Images.
FIMH
Mehdi Moradi, Noel C. F. Codella, Tanveer F. Syeda-Mahmood
2014 — conf
Automated Medical Image Modality Recognition by Fusion of Visual and Text Information.
MICCAI (2)
Noel C. F. Codella, Jonathan H. Connell, Sharath Pankanti, Michele Merler, John R. Smith
2014 A* conf
Modeling Attributes from Category-Attribute Proportions.
ACM Multimedia
Felix X. Yu, Liangliang Cao, Michele Merler, Noel C. F. Codella, Tao Chen, John R. Smith, Shih-Fu Chang
2013 B conf
Large-scale video event classification using dynamic temporal pyramid matching of visual semantics.
ICIP
Noel C. F. Codella, Gang Hua, Liangliang Cao, Michele Merler, Leiguang Gong, Matthew L. Hill, John R. Smith
2013 A conf
Learning by focusing: A new framework for concept recognition and feature selection.
ICME
Liangliang Cao, Leiguang Gong, John R. Kender, Noel C. F. Codella, John R. Smith
2012 B conf
Cardiac anatomy as a biometric.
ICIP
Noel C. F. Codella, Jonathan Connell, Nalini K. Ratha, Jonathan W. Weinsaft
2012 — conf
IBM T.J. Watson Research Center, Multimedia Analytics: Modality Classification and Case-Based Retrieval Tasks of ImageCLEF2012.
CLEF (Online Working Notes/Labs/Workshop)
Liangliang Cao, Yuan-Chi Chang, Noel C. F. Codella, Michele Merler, Quoc-Bao Nguyen, John R. Smith
2012 A conf
Video Event Detection Using Temporal Pyramids of Visual Semantics with Kernel Optimization and Model Subspace Boosting.
ICME
Noel C. F. Codella, Apostol Natsev, Gang Hua, Matthew L. Hill, Liangliang Cao, Leiguang Gong, John R. Smith
2011 C conf
Towards large scale land-cover recognition of satellite images.
ICICS
Noel C. F. Codella, Gang Hua, Apostol Natsev, John R. Smith
2010 J jnl
Automatic Left Ventricle Segmentation Using Iterative Thresholding and an Active Contour Model With Adaptation on Short-Axis Cardiac MRI.
IEEE Trans. Biomed. Eng.
Hae-Yeoun Lee, Noel C. F. Codella, Matthew D. Cham, Jonathan W. Weinsaft, Yi Wang