A reinforcement learning model for AI-based decision support in skin cancer
Barata, Catarina, Rotemberg, Veronica, Codella, Noel C. F., Tschandl, Philipp, Rinner, Christoph, Akay, Bengu Nisa, Apalla, Zoe, Argenziano, Giuseppe, Halpern, Allan, Lallas, Aimilios, Longo, Caterina, Malvehy, Josep, Puig, Susana, Rosendahl, Cliff, Soyer, H. Peter, Zalaudek, Iris, Kittler, Harald
Published in Nature medicine (01.08.2023)
Published in Nature medicine (01.08.2023)
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Journal Article
Automatic Left Ventricle Segmentation Using Iterative Thresholding and an Active Contour Model With Adaptation on Short-Axis Cardiac MRI
Lee, Hae-Yeoun, Codella, Noel C. F., Cham, Matthew D., Weinsaft, Jonathan W., Wang, Yi
Published in IEEE transactions on biomedical engineering (01.04.2010)
Published in IEEE transactions on biomedical engineering (01.04.2010)
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Journal Article
BCN20000: Dermoscopic Lesions in the Wild
Hernández-Pérez, Carlos, Combalia, Marc, Podlipnik, Sebastian, Codella, Noel C. F., Rotemberg, Veronica, Halpern, Allan C., Reiter, Ofer, Carrera, Cristina, Barreiro, Alicia, Helba, Brian, Puig, Susana, Vilaplana, Veronica, Malvehy, Josep
Published in Scientific data (17.06.2024)
Published in Scientific data (17.06.2024)
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Journal Article
Left Ventricle: Fully Automated Segmentation Based on Spatiotemporal Continuity and Myocardium Information in Cine Cardiac Magnetic Resonance Imaging (LV-FAST)
Wang, Yi, Li, Jianqi, Weinsaft, Jonathan W., Kochar, Minisha, Codella, Noel C. F., Pei, Mengchao, Wang, Lijia, Prince, Martin R.
Published in BioMed research international (01.01.2015)
Published in BioMed research international (01.01.2015)
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Journal Article
Left ventricle: automated segmentation by using myocardial effusion threshold reduction and intravoxel computation at MR imaging
Codella, Noel C F, Weinsaft, Jonathan W, Cham, Matthew D, Janik, Matthew, Prince, Martin R, Wang, Yi
Published in Radiology (01.09.2008)
Published in Radiology (01.09.2008)
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Journal Article
Improved Left Ventricular Mass Quantification With Partial Voxel Interpolation: In Vivo and Necropsy Validation of a Novel Cardiac MRI Segmentation Algorithm
CODELLA, Noel C. F, HAE YEOUN LEE, CHAM, Matthew D, DEVEREUX, Richard B, PRINCE, Martin, YI WANG, WEINSAFT, Jonathan W, FIENO, David S, CHEN, Debbie W, HURTADO-RUA, Sandra, KOCHAR, Minisha, FINN, John Paul, JUDD, Robert, GOYAL, Parag, SCHENENDORF, Jesse
Published in Circulation. Cardiovascular imaging (01.01.2012)
Published in Circulation. Cardiovascular imaging (01.01.2012)
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Journal Article
Impact of diastolic dysfunction severity on global left ventricular volumetric filling - assessment by automated segmentation of routine cine cardiovascular magnetic resonance
Mendoza, Dorinna D, Codella, Noel C F, Wang, Yi, Prince, Martin R, Sethi, Sonia, Manoushagian, Shant J, Kawaji, Keigo, Min, James K, LaBounty, Troy M, Devereux, Richard B, Weinsaft, Jonathan W
Published in Journal of cardiovascular magnetic resonance (31.07.2010)
Published in Journal of cardiovascular magnetic resonance (31.07.2010)
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Journal Article
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., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017
Marchetti, Michael A., Liopyris, Konstantinos, Dusza, Stephen W., Codella, Noel C.F., Gutman, David A., Helba, Brian, Kalloo, Aadi, Halpern, Allan C., Soyer, H. Peter, Curiel-Lewandrowski, Clara, Caffery, Liam, Malvehy, Josep
Published in Journal of the American Academy of Dermatology (01.03.2020)
Published in Journal of the American Academy of Dermatology (01.03.2020)
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Journal Article
Echocardiographic Algorithm for Post-Myocardial Infarction LV Thrombus: A Gatekeeper for Thrombus Evaluation by Delayed Enhancement CMR
Weinsaft, Jonathan W, Kim, Jiwon, Medicherla, Chaitanya B, Ma, Claudia L, Codella, Noel C F, Kukar, Nina, Alaref, Subhi, Kim, Raymond J, Devereux, Richard B
Published in JACC. Cardiovascular imaging (01.05.2016)
Published in JACC. Cardiovascular imaging (01.05.2016)
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Journal Article
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 C. F., Gutman, David, Celebi, M. Emre, Helba, Brian, Marchetti, Michael A., Dusza, Stephen W., Kalloo, Aadi, Liopyris, Konstantinos, Mishra, Nabin, Kittler, Harald, Halpern, Allan
Published in 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) (01.04.2018)
Published in 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) (01.04.2018)
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Conference Proceeding
Expert Agreement on the Presence and Spatial Localization of Melanocytic Features in Dermoscopy
Liopyris, Konstantinos, Navarrete-Dechent, Cristian, Marchetti, Michael A., Rotemberg, Veronica, Apalla, Zoe, Argenziano, Giuseppe, Blum, Andreas, Braun, Ralph P., Carrera, Cristina, Codella, Noel C.F., Combalia, Marc, Dusza, Stephen W., Gutman, David A., Helba, Brian, Hofmann-Wellenhof, Rainer, Jaimes, Natalia, Kittler, Harald, Kose, Kivanc, Lallas, Aimilios, Longo, Caterina, Malvehy, Josep, Menzies, Scott, Nelson, Kelly C., Paoli, John, Puig, Susana, Rabinovitz, Harold S., Rishpon, Ayelet, Russo, Teresa, Scope, Alon, Soyer, H. Peter, Stein, Jennifer A., Stolz, Willhelm, Sgouros, Dimitrios, Stratigos, Alexander J., Swanson, David L., Thomas, Luc, Tschandl, Philipp, Zalaudek, Iris, Weber, Jochen, Halpern, Allan C., Marghoob, Ashfaq A.
Published in Journal of investigative dermatology (01.03.2024)
Published in Journal of investigative dermatology (01.03.2024)
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Journal Article
Respiratory and cardiac self-gated free-breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition
Liu, Jing, Spincemaille, Pascal, Codella, Noel C. F., Nguyen, Thanh D., Prince, Martin R., Wang, Yi
Published in Magnetic resonance in medicine (01.05.2010)
Published in Magnetic resonance in medicine (01.05.2010)
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Journal Article
Segmentation of Both Diseased and Healthy Skin From Clinical Photographs in a Primary Care Setting
Codella, Noel C. F., Anderson, Daren, Philips, Tyler, Porto, Anthony, Massey, Kevin, Snowdon, Jane, Feris, Rogerio, Smith, John
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
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Conference Proceeding
Journal Article
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images
Codella, Noel C. F., Lin, Chung-Ching, Halpern, Allan, Hind, Michael, Feris, Rogerio, Smith, John R.
Published in Understanding and Interpreting Machine Learning in Medical Image Computing Applications
Published in Understanding and Interpreting Machine Learning in Medical Image Computing Applications
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Book Chapter
Leveraging multiple cues for recognizing family photos
Wang, Xiaolong, Guo, Guodong, Merler, Michele, C. F. Codella, Noel, MV, Rohith, Smith, John R., Kambhamettu, Chandra
Published in Image and vision computing (01.02.2017)
Published in Image and vision computing (01.02.2017)
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Journal Article
Rapid and accurate left ventricular chamber quantification using a novel CMR segmentation algorithm: A clinical validation study
Codella, Noel C.F., Cham, Matthew D., Wong, Richard, Chu, Christopher, Min, James K., Prince, Martin R., Wang, Yi, Weinsaft, Jonathan W.
Published in Journal of magnetic resonance imaging (01.04.2010)
Published in Journal of magnetic resonance imaging (01.04.2010)
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Journal Article
Automated segmentation of routine clinical cardiac magnetic resonance imaging for assessment of left ventricular diastolic dysfunction
Kawaji, Keigo, Codella, Noel C F, Prince, Martin R, Chu, Christopher W, Shakoor, Aqsa, LaBounty, Troy M, Min, James K, Swaminathan, Rajesh V, Devereux, Richard B, Wang, Yi, Weinsaft, Jonathan W
Published in Circulation. Cardiovascular imaging (01.11.2009)
Published in Circulation. Cardiovascular imaging (01.11.2009)
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Journal Article