Search Results - "Codella, Noel C F"

BCN20000: Dermoscopic Lesions in the Wild by 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

“…Advancements in dermatological artificial intelligence research require high-quality and comprehensive datasets that mirror real-world clinical scenarios. We…”
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Automatic Left Ventricle Segmentation Using Iterative Thresholding and an Active Contour Model With Adaptation on Short-Axis Cardiac MRI by Lee, Hae-Yeoun, Codella, Noel C. F., Cham, Matthew D., Weinsaft, Jonathan W., Wang, Yi

“…An automatic left ventricle (LV) segmentation algorithm is presented for quantification of cardiac output and myocardial mass in clinical practice. The LV…”
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Left ventricle: automated segmentation by using myocardial effusion threshold reduction and intravoxel computation at MR imaging by Codella, Noel C F, Weinsaft, Jonathan W, Cham, Matthew D, Janik, Matthew, Prince, Martin R, Wang, Yi

“…This retrospective analysis of existing patient data had institutional review board approval and was performed in compliance with HIPAA. No informed consent…”
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Left Ventricle: Fully Automated Segmentation Based on Spatiotemporal Continuity and Myocardium Information in Cine Cardiac Magnetic Resonance Imaging (LV-FAST) by Wang, Yi, Li, Jianqi, Weinsaft, Jonathan W., Kochar, Minisha, Codella, Noel C. F., Pei, Mengchao, Wang, Lijia, Prince, Martin R.

“…CMR quantification of LV chamber volumes typically and manually defines the basal-most LV, which adds processing time and user-dependence. This study developed…”
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A reinforcement learning model for AI-based decision support in skin cancer by 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

“…We investigated whether human preferences hold the potential to improve diagnostic artificial intelligence (AI)-based decision support using skin cancer…”
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Impact of diastolic dysfunction severity on global left ventricular volumetric filling - assessment by automated segmentation of routine cine cardiovascular magnetic resonance by 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

“…To examine relationships between severity of echocardiography (echo) -evidenced diastolic dysfunction (DD) and volumetric filling by automated processing of…”
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Improved Left Ventricular Mass Quantification With Partial Voxel Interpolation: In Vivo and Necropsy Validation of a Novel Cardiac MRI Segmentation Algorithm by 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

“…Cardiac magnetic resonance (CMR) typically quantifies LV mass (LVM) by means of manual planimetry (MP), but this approach is time-consuming and does not…”
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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) by 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

“…This article describes the design, implementation, and results of the latest installment of the dermoscopic image analysis benchmark challenge. The goal is to…”
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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 by 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.

“…Computer vision may aid in melanoma detection. We sought to compare melanoma diagnostic accuracy of computer algorithms to dermatologists using dermoscopic…”
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Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017 by 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

“…Computer vision has promise in image-based cutaneous melanoma diagnosis but clinical utility is uncertain. To determine if computer algorithms from an…”
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Echocardiographic Algorithm for Post-Myocardial Infarction LV Thrombus: A Gatekeeper for Thrombus Evaluation by Delayed Enhancement CMR by 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

“…The goal of this study was to determine the prevalence of post-myocardial infarction (MI) left ventricular (LV) thrombus in the current era and to develop an…”
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The role of public challenges and data sets towards algorithm development, trust, and use in clinical practice by Rotemberg, Veronica, Halpern, Allan, Dusza, Steven, Codella, Noel Cf

“…In the past decade, machine learning and artificial intelligence have made significant advancements in pattern analysis, including speech and natural language…”
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Respiratory and cardiac self-gated free-breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition by Liu, Jing, Spincemaille, Pascal, Codella, Noel C. F., Nguyen, Thanh D., Prince, Martin R., Wang, Yi

“…A respiratory and cardiac self‐gated free‐breathing three‐dimensional cine steady‐state free precession imaging method using multiecho hybrid radial sampling…”
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Leveraging multiple cues for recognizing family photos by Wang, Xiaolong, Guo, Guodong, Merler, Michele, C. F. Codella, Noel, MV, Rohith, Smith, John R., Kambhamettu, Chandra

“…Social relation analysis via images is a new research area that has attracted much interest recently. As social media usage increases, a wide variety of…”
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Rapid and accurate left ventricular chamber quantification using a novel CMR segmentation algorithm: A clinical validation study by Codella, Noel C.F., Cham, Matthew D., Wong, Richard, Chu, Christopher, Min, James K., Prince, Martin R., Wang, Yi, Weinsaft, Jonathan W.

“…Purpose: To evaluate the clinical performance of a novel automated left ventricle (LV) segmentation algorithm (LV‐METRIC) that involves no geometric…”
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Automated segmentation of routine clinical cardiac magnetic resonance imaging for assessment of left ventricular diastolic dysfunction by 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

“…Cardiac magnetic resonance (CMR) is established for assessment of left ventricular (LV) systolic function but has not been widely used to assess diastolic…”
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A radial self-calibrated (RASCAL) generalized autocalibrating partially parallel acquisition (GRAPPA) method using weight interpolation by Codella, Noel C.F., Spincemaille, Pascal, Prince, Martin, Wang, Yi

“…A generalized autocalibrating partially parallel acquisition (GRAPPA) method for radial k‐space sampling is presented that calculates GRAPPA weights without…”
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Segmentation of Both Diseased and Healthy Skin From Clinical Photographs in a Primary Care Setting by Codella, Noel C. F., Anderson, Daren, Philips, Tyler, Porto, Anthony, Massey, Kevin, Snowdon, Jane, Feris, Rogerio, Smith, John

“…This work presents the first segmentation study of both diseased and healthy skin in standard camera photographs from a clinical environment. Challenges arise…”
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Automated segmentation of routine cine-CMR for volumetric assessment of presence and severity of left ventricular diastolic dysfunction by Mendoza, Dorinna D, Codella, Noel CF, Sethi, Sonia, Kawaji, Keigo, Manoushagian, Shant, Prince, Martin R, Devereux, Richard B, Min, James K, Cham, Matthew D, Wang, Yi, Weinsaft, Jonathan W

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Rapid automated quantification of left ventricular ejection fraction with LV-METRIC – a novel segmentation algorithm by Codella, Noel CF, Cham, Matthew D, Wong, Richard, Chu, Christopher, Healy, Kirsten, Prince, Martin R, Wang, Yi, Weinsaft, Jonathan W

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