Noel Codella

7.4k citations

46 papers · 2.3k indexed · 1 hit paper · h-index 23

Impact in

Health Informatics top 0.5%
- Artificial Intelligence in Healthcare and Education
Oncology top 5%
- Cutaneous Melanoma Detection and Management

Papers in ⓘ

Radiology, Nuclear Medicine and Imaging 21
- Cardiac Imaging and Diagnostics 17
- Advanced MRI Techniques and Applications 11
Computer Vision and Pattern Recognition 15
- Advanced Image and Video Retrieval Techniques 7
- Multimodal Machine Learning Applications 6
- Image Retrieval and Classification Techniques 5

Co-authors: Allan C. Halpern (10 shared papers)M. Emre Celebi (4 shared papers)Jonathan W. Weinsaft (15 shared papers)Martin R. Prince (11 shared papers)Harald Kittler (5 shared papers)Josep Malvehy (6 shared papers)H. Peter Soyer (4 shared papers)Philipp Tschandl (4 shared papers)
Journals: Journal of Cardiovascular Magnetic Resonance (6 papers)Journal of the American Academy of Dermatology (2 papers)Nature Medicine (2 papers)Journal of Hypertension (2 papers)IBM Journal of Research and Development (2 papers)
Partner nations: United States Spain Austria

In The Last Decade

Noel Codella

42 papers receiving 2.2k citations

Hit Papers

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Human–computer collaboration for skin cancer recognition 2020 · 514 citations

Peers

Countries citing papers authored by Noel Codella

Since Specialization

Citations

This map shows the geographic impact of Noel Codella's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Noel Codella with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Noel Codella more than expected).

Fields of papers citing papers by Noel Codella

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Noel Codella. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Noel Codella. The network helps show where Noel Codella may publish in the future.

Co-authors

The 25 scholars most cited alongside Noel Codella, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Noel Codella Line = papers co-authored together Noel Codella links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 46 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Human–computer collaboration for skin cancer recognition Nature Medicine ·Philipp Tschandl, Claus Rinner, Zoé Apalla, Giuseppe Argenziano, Noel Codella, Allan C. Halpern, Monika Janda, Aimilios Lallas, Caterina Longo, Josep Malvehy, John Paoli, Susana Puig, Cliff Rosendahl, H. Peter Soyer, Iris Zalaudek, Harald Kittler Hit paper breakdown →	2020	514
2	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 Journal of the American Academy of Dermatology ·Michael A. Marchetti, Noel Codella, Stephen W. Dusza, David Gutman, Brian Helba, Aadi Kalloo, Nabin K. Mishra, Cristina Carrera, M. Emre Celebi, Jennifer DeFazio, Natalia Jaimes, Ashfaq A. Marghoob, Elizabeth Quigley, Alon Scope, Oriol Yélamos, Allan C. Halpern	2017	212
3	Dermoscopy Image Analysis: Overview and Future Directions IEEE Journal of Biomedical and Health Informatics ·M. Emre Celebi, Noel Codella, Allan C. Halpern	2019	130
4	Echocardiographic Algorithm for Post–Myocardial Infarction LV Thrombus JACC. Cardiovascular imaging ·Jonathan W. Weinsaft, Jiwon Kim, Chaitanya Medicherla, L. Claudia, Noel Codella, Nina Kukar, Subhi J. Al’Aref, Raymond J. Kim, Richard B. Devereux	2015	125
5	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) arXiv (Cornell University) ·Noel Codella, David Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan C. Halpern	2018	125
6	Respiratory and cardiac self‐gated free‐breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition Magnetic Resonance in Medicine ·Jing Liu, Pascal Spincemaille, Noel Codella, Thanh D. Nguyen, Martin R. Prince, Yi Wang	2010	103
7	Automatic Left Ventricle Segmentation Using Iterative Thresholding and an Active Contour Model With Adaptation on Short-Axis Cardiac MRI IEEE Transactions on Biomedical Engineering ·Hae-Yeoun Lee, Noel Codella, Matthew D. Cham, Jonathon W Weinsaft, Yi Wang	2009	94
8	Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology JAMA Dermatology ·Roxana Daneshjou, Catarina Barata, Brigid Betz‐Stablein, M. Emre Celebi, Noel Codella, Marc Combalia, Pascale Guitera, David Gutman, Allan C. Halpern, Brian Helba, Harald Kittler, Kıvanç Köse, Konstantinos Liopyris, Josep Malvehy, Han Seung Seog, H. Peter Soyer, Eric R. Tkaczyk, Philipp Tschandl, Veronica Rotemberg	2021	94
9	Automated Segmentation of Routine Clinical Cardiac Magnetic Resonance Imaging for Assessment of Left Ventricular Diastolic Dysfunction Circulation Cardiovascular Imaging ·Keigo Kawaji, Noel Codella, Martin R. Prince, Christopher Chu, Aqsa Shakoor, Troy LaBounty, James K. Min, Rajesh V. Swaminathan, Richard B. Devereux, Yi Wang, Jonathan W. Weinsaft	2009	78
10	Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge The Lancet Digital Health ·Marc Combalia, Noel Codella, Veronica Rotemberg, Cristina Carrera, Stephen W. Dusza, David Gutman, Brian Helba, Harald Kittler, Nicholas R. Kurtansky, Konstantinos Liopyris, Michael A. Marchetti, Sebastián Podlipnik, Susana Puig, Claus Rinner, Philipp Tschandl, Jochen Weber, Allan C. Halpern, Josep Malvehy	2022	74
11	Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017 Journal of the American Academy of Dermatology ·Michael A. Marchetti, Konstantinos Liopyris, Stephen W. Dusza, Noel Codella, David Gutman, Brian Helba, Aadi Kalloo, Allan C. Halpern, H. Peter Soyer, Clara Curiel‐Lewandrowski, Liam J Caffery, Josep Malvehy	2019	63
12	Machine learning derived segmentation of phase velocity encoded cardiovascular magnetic resonance for fully automated aortic flow quantification Journal of Cardiovascular Magnetic Resonance ·Alex Bratt, Jiwon Kim, Meridith Pollie, Ashley Beecy, Nathan H. Tehrani, Noel Codella, Rocío Pérez-Johnston, Maria Chiara Palumbo, Javid Alakbarli, Wayne A. Colizza, Ian R. Drexler, Clerio F. Azevedo, Raymond J. Kim, Richard B. Devereux, Jonathan W. Weinsaft	2019	62
13	Effects of papillary muscles and trabeculae on left ventricular quantification: increased impact of methodological variability in patients with left ventricular hypertrophy Journal of Hypertension ·Matthew Janik, Matthew D. Cham, Michael I Ross, Yi Wang, Noel Codella, James K. Min, Martin R. Prince, Shant Manoushagian, Peter M. Okin, Richard B. Devereux, Jonathan W. Weinsaft	2008	61
14	Left Ventricle: Automated Segmentation by Using Myocardial Effusion Threshold Reduction and Intravoxel Computation at MR Imaging Radiology ·Noel Codella, Jonathan W. Weinsaft, Matthew D. Cham, Matthew Janik, Martin R. Prince, Yi Wang	2008	52
15	TED Michael Hind, Dennis Wei, Murray Campbell, Noel Codella, Amit Dhurandhar, Aleksandra Mojsilović, Karthikeyan Natesan Ramamurthy, Kush R. Varshney	2019	52
16	A reinforcement learning model for AI-based decision support in skin cancer Nature Medicine ·Catarina Barata, Veronica Rotemberg, Noel Codella, Philipp Tschandl, Claus Rinner, Bengü Nisa Akay, Zoé Apalla, Giuseppe Argenziano, Allan C. Halpern, Aimilios Lallas, Caterina Longo, Josep Malvehy, Susana Puig, Cliff Rosendahl, H. Peter Soyer, Iris Zalaudek, Harald Kittler	2023	50
17	Impact of diastolic dysfunction severity on global left ventricular volumetric filling - assessment by automated segmentation of routine cine cardiovascular magnetic resonance Journal of Cardiovascular Magnetic Resonance ·Dorinna D. Mendoza, Noel Codella, Yi Wang, Martin R. Prince, Sonia Sethi, Shant Manoushagian, Keigo Kawaji, James K. Min, Troy LaBounty, Richard B. Devereux, Jonathan W. Weinsaft	2010	46
18	Improved Left Ventricular Mass Quantification With Partial Voxel Interpolation Circulation Cardiovascular Imaging ·Noel Codella, Hae Yeoun Lee, David S. Fieno, Debbie Chen, Sandra Hurtado Rúa, Minisha Kochar, J. Paul Finn, Robert M. Judd, Parag Goyal, Jesse Schenendorf, Matthew D. Cham, Richard B. Devereux, Martin Prince, Yi Wang, Jonathan W. Weinsaft	2011	40
19	BCN20000: Dermoscopic Lesions in the Wild Scientific Data ·Carlos Hernández-Pérez, Marc Combalia, Sebastián Podlipnik, Noel Codella, Veronica Rotemberg, Allan C. Halpern, Ofer Reiter, C. Carrera, Alicia Barreiro, Brian Helba, Susana Puig, Verónica Vilaplana, Josep Malvehy	2024	36
20	Left Ventricle: Fully Automated Segmentation Based on Spatiotemporal Continuity and Myocardium Information in Cine Cardiac Magnetic Resonance Imaging (LV-FAST) BioMed Research International ·Lijia Wang, Mengchao Pei, Noel Codella, Minisha Kochar, Jonathan W. Weinsaft, Jianqi Li, Martin R. Prince, Yi Wang	2015	27

About Noel Codella

Noel Codella is a scholar working on Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition, Cardiology and Cardiovascular Medicine, Artificial Intelligence and Oncology, having authored 46 papers that have together received 2.3k indexed citations. Recurring topics across this work include Cardiac Imaging and Diagnostics (17 papers), AI in cancer detection (11 papers), Advanced MRI Techniques and Applications (11 papers), Cardiovascular Function and Risk Factors (11 papers), Cutaneous Melanoma Detection and Management (10 papers), Advanced Image and Video Retrieval Techniques (7 papers), Multimodal Machine Learning Applications (6 papers) and Image Retrieval and Classification Techniques (5 papers). The work is most often cited by research in Health Informatics (208 citations), Oncology (846 citations), Radiology, Nuclear Medicine and Imaging (705 citations), Artificial Intelligence (883 citations) and Biophysics (126 citations). Noel Codella has collaborated with scholars based in United States, Spain and Austria. Frequent co-authors include Allan C. Halpern, M. Emre Celebi, Jonathan W. Weinsaft, Martin R. Prince, Harald Kittler, Josep Malvehy, H. Peter Soyer, Philipp Tschandl, Matthew D. Cham and Brian Helba. Their work appears in journals such as Journal of Cardiovascular Magnetic Resonance, Journal of the American Academy of Dermatology, Nature Medicine, Journal of Hypertension and IBM Journal of Research and Development.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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