N. Codella

PROFILE

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Aliases
Noel C.f. Codella, Noel C. F. Codella, Noel C Codella, Noel C F Codella, Noel Cf Codella, N. C. Codella, Noel Codella, Noel C. Codella
Publication record
94 papers · 16,738 citations · H-index 40

PAPERS

A reinforcement learning model for AI-based decision support in skin cancer
202383 citationsauthor #3
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding
20234 citationsauthor #4
Streaming Video Model
202320 citationsauthor #5
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
20234 citationsauthor #13
DaViT: Dual Attention Vision Transformers
2022363 citationsauthor #3
Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge
202287 citationsauthor #2
i-Code: An Integrative and Composable Multimodal Learning Framework
202253 citationsauthor #14
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training
202257 citationsauthor #4
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks
202227 citationsauthor #2
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks
202244 citationsauthor #2
RegionCLIP: Region-based Language-Image Pretraining
2021802 citationsauthor #5
Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology: CLEAR Derm Consensus Guidelines From the International Skin Imaging Collaboration Artificial Intelligence Working Group.
2021121 citationsauthor #5
Florence: A New Foundation Model for Computer Vision
20211,084 citationsauthor #4
Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context
20215 citationsauthor #6
CvT: Introducing Convolutions to Vision Transformers
20212,332 citationsauthor #3
Publisher Correction: Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context
20213 citationsauthor #6
Publisher Correction: Author Correction: A patient-centric dataset of images and metadata for identifying melanomas using clinical context
20210 citationsauthor #6
A patient-centric dataset of images and metadata for identifying melanomas using clinical context
2020502 citationsauthor #6
Computer Algorithms Show Potential for Improving Dermatologists' Accuracy to Diagnose Cutaneous Melanoma; Results of ISIC 2017.
202073 citationsauthor #4
International Skin Imaging Collaboration (ISIC) Challenge: using dermoscopic image context to diagnose melanoma
20201 citationsauthor #1
Fairness of Classifiers Across Skin Tones in Dermatology
202097 citationsauthor #4
Human–computer collaboration for skin cancer recognition
2020806 citationsauthor #5
P2L: Predicting Transfer Learning for Images and Semantic Relations
201914 citationsauthor #2
Artificial Intelligence Approach in Melanoma
201922 citationsauthor #5
Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning
20194 citationsauthor #1
BCN20000: Dermoscopic Lesions in the Wild
2019593 citationsauthor #4
A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning
201945 citationsauthor #2
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study.
2019424 citationsauthor #2
Machine learning derived segmentation of phase velocity encoded cardiovascular magnetic resonance for fully automated aortic flow quantification
201978 citationsauthor #6
Dermoscopy Image Analysis: Overview and Future Directions
2019162 citationsauthor #2
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)
20191,612 citationsauthor #1
Guest Editorial Skin Lesion Image Analysis for Melanoma Detection
201911 citationsauthor #2
A Broader Study of Cross-Domain Few-Shot Learning
2019397 citationsauthor #2
Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets
201960 citationsauthor #4
The role of public challenges and data sets towards algorithm development, trust, and use in clinical practice.
201921 citationsauthor #4
TED: Teaching AI to Explain its Decisions
2018115 citationsauthor #1
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
2018287 citationsauthor #2
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images
201845 citationsauthor #1
Deep learning applied toward predicting modality, disease, and referrals in primary care clinical photography
20180 citationsauthor #1
Teaching Meaningful Explanations
20187 citationsauthor #1
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
2018130 citationsauthor #6
Segmentation of Both Diseased and Healthy Skin From Clinical Photographs in a Primary Care Setting
201812 citationsauthor #1
Leveraging multiple cues for recognizing family photos
201710 citationsauthor #4
Lymphoma diagnosis in histopathology using a multi-stage visual learning approach
201627 citationsauthor #1
Echocardiographic Algorithm for Post-Myocardial Infarction LV Thrombus: A Gatekeeper for Thrombus Evaluation by Delayed Enhancement CMR.
2016191 citationsauthor #5
RIGHT VENTRICULAR (RV) LINEAR DIMENSIONS ON ECHOCARDIOGRAPHY (ECHO) ARE RELIABLE INDICES OF CARDIAC MAGNETIC RESONANCE (CMR) QUANTIFIED CHAMBER REMODELING: A MULTIMODALITY VALIDATION STUDY
20160 citationsauthor #9
Multi-scale classification based lesion segmentation for dermoscopic images
20164 citationsauthor #2
Deep learning ensembles for melanoma recognition in dermoscopy images
2016584 citationsauthor #1
Multi-scale classification based lesion segmentation for dermoscopic images.
20160 citationsauthor #2
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)
20162,522 citationsauthor #2
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)
2016819 citationsauthor #2
A generalized framework for medical image classification and recognition
201535 citationsauthor #2
Accurate and Scalable System for Automatic Detection of Malignant Melanoma
201528 citationsauthor #3
Routine cine-CMR segmentation via a novel automated algorithm (LV-METRIC) for assessment of aortic physiology: a clinical validation study
20150 citationsauthor #2
Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images
2015376 citationsauthor #1
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks
2015730 citationsauthor #4
Massive-scale learning of image and video semantic concepts
20157 citationsauthor #3
Viewpoint Recognition in Cardiac CT Images
20153 citationsauthor #2
Left Ventricle: Fully Automated Segmentation Based on Spatiotemporal Continuity and Myocardium Information in Cine Cardiac Magnetic Resonance Imaging (LV-FAST)
201540 citationsauthor #3
Modeling Attributes from Category-Attribute Proportions
201428 citationsauthor #4
Automated Medical Image Modality Recognition by Fusion of Visual and Text Information
201413 citationsauthor #1
Marked variability in published CMR criteria for left ventricular basal slice selection - impact of methodological discrepancies on LV mass quantification
20134 citationsauthor #6
Large-scale video event classification using dynamic temporal pyramid matching of visual semantics
20131 citationsauthor #1
IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems
20139 citationsauthor #6
IBM Research at ImageCLEF 2013 Medical Tasks
20136 citationsauthor #3
Established binary cutoffs for cine-CMR basal slice selection - an unrecognized source of CMR discordance with echocardiography and necropsy derived LV mass
20130 citationsauthor #4
Learning by focusing: A new framework for concept recognition and feature selection
20135 citationsauthor #4
Geometry-independent inclusion of basal myocardium yields improved cardiac magnetic resonance agreement with echocardiography and necropsy quantified left-ventricular mass
20139 citationsauthor #3
IBM T.J. Watson Research Center, Multimedia Analytics: Modality Classification and Case-Based Retrieval Tasks of ImageCLEF2012
20124 citationsauthor #3
Video Event Detection Using Temporal Pyramids of Visual Semantics with Kernel Optimization and Model Subspace Boosting
201210 citationsauthor #1
Cardiac anatomy as a biometric
20120 citationsauthor #1
Improved Left Ventricular Mass Quantification With Partial Voxel Interpolation: In Vivo and Necropsy Validation of a Novel Cardiac MRI Segmentation Algorithm
201255 citationsauthor #1
IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems
201221 citationsauthor #3
Abstract 10381: Improved Left Ventricular Mass Quantification with Partial Voxel Interpolation - in vivo and Necropsy Validation of a Novel Algorithm for Automated Analysis of Cardiac Magnetic Resonance (CMR)
20110 citationsauthor #1
Towards large scale land-cover recognition of satellite images
201115 citationsauthor #1
IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System
201132 citationsauthor #3
A radial self‐calibrated (RASCAL) generalized autocalibrating partially parallel acquisition (GRAPPA) method using weight interpolation
201112 citationsauthor #1
Impact of diastolic dysfunction severity on global left ventricular volumetric filling - assessment by automated segmentation of routine cine cardiovascular magnetic resonance
201052 citationsauthor #2
Retrospective Self-Gated Free-Breathing Radial 3D Cine SSFP CMR using Self-Calibrated GRAPPA: A Feasibility Study
20100 citationsauthor #1
Respiratory and cardiac self‐gated free‐breathing cardiac CINE imaging with multiecho 3D hybrid radial SSFP acquisition
2010131 citationsauthor #3
Automated segmentation of routine cine-CMR for volumetric assessment of presence and severity of left ventricular diastolic dysfunction
20106 citationsauthor #2
Rapid and accurate left ventricular chamber quantification using a novel CMR segmentation algorithm: A clinical validation study
201031 citationsauthor #1
Automatic Left Ventricle Segmentation Using Iterative Thresholding and an Active Contour Model With Adaptation on Short-Axis Cardiac MRI
2010132 citationsauthor #2
Rapid automated quantification of left ventricular ejection fraction with LV-METRIC – a novel segmentation algorithm
20091 citationsauthor #1
A Rapid Self-Calibrating Radial GRAPPA method using Kernel Coefficient Interpolation
20092 citationsauthor #1
Automated Segmentation of Routine Clinical Cardiac Magnetic Resonance Imaging for Assessment of Left Ventricular Diastolic Dysfunction
200987 citationsauthor #2
3D free-breathing cardiac cine imaging with respiratory and cardiac self-gating and 3D motion correction
20091 citationsauthor #4
Myocardial Infarction Segmentation by GMM Clustering Method with Free-breathing 3 D Navigator-Gated DE-MRI
20091 citationsauthor #3
Effects of papillary muscles and trabeculae on left ventricular quantification: increased impact of methodological variability in patients with left ventricular hypertrophy
200881 citationsauthor #5
1124 Automated soft segmentation of the left ventricle using myocardial effusion threshold reduction and intravoxel computation (METRIC)
20081 citationsauthor #1
Left ventricle segmentation using graph searching on intensity and gradient and a priori knowledge (lvGIGA) for short‐axis cardiac magnetic resonance imaging
200826 citationsauthor #2
2030 Established cmr methods for left ventricular quantification differ based on variable exclusion of papillary/trabecular volumes: increased diagnostic impact among patients with left ventricular hypertrophy
20080 citationsauthor #5
Left ventricle: automated segmentation by using myocardial effusion threshold reduction and intravoxel computation at MR imaging.
200868 citationsauthor #1
3 D Free-Breathing Radial Cine-SSFP Using a Retrospective Z-Center-of-Mass Self Navigator : A Feasibility Study
20080 citationsauthor #1

TIMELINE

2008 176 citations

2009 92 citations

2010 352 citations

2011 59 citations

2012 90 citations

2013 34 citations

2014 41 citations

2015 1,219 citations

2016 4,147 citations

2017 10 citations

2018 596 citations

2019 3,443 citations

2020 1,479 citations

2021 4,347 citations

2022 631 citations

2023 111 citations

COAUTHOR MAP

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