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C

Carlos Fernandez‐Granda

new york university

20H-index
108Paper Count
6.4KCitation Count
Published Papers 14
Publication Date
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SamudrACE: Fast and Accurate Coupled Climate Modeling With 3D Ocean and Atmosphere Emulators
errGeophysical Research Letters
IF4.6
err2026-05-30
err0
errOAAI
errJames P. C. Duncan; Elynn Wu; Surya Dheeshjith; Adam Subel; Troy Arcomano; Spencer K. Clark; Brian Henn; Anna Kwa; Jeremy McGibbon; W. Andre Perkins; William Gregory; Carlos Fernandez-Granda; Julius Busecke; Oliver Watt-Meyer; William J. Hurlin; Alistair Adcroft; Laure Zanna; Christopher Bretherton
errShare
errSave
Multi-modal AI for comprehensive breast cancer prognostication
errNature Communications
IF15.7
err2026-05-20
err0
errOAAI
errJan Witowski; Ken G. Zeng; Joseph Cappadona; Jailan Elayoubi; Khalil Choucair; Elena Diana Chiru; Nancy Chan; Young-Joon Kang; Frederick Howard; Irina Ostrovnaya; Carlos Fernandez-Granda; Freya Schnabel; Zoe Steinsnyder; Ugur Ozerdem; Kangning Liu; Waleed Abdulsattar; Yu Zong; Lina Daoud; Rafic Beydoun; Anas M. Saad; Nitya Thakore; Mohammad Sadic; Frank Yeung; Elisa Liu; Theodore Hill; Benjamin Swett; Danielle Rigau; Andrew J. Clayburn; Valerie Speirs; Marcus Vetter; Lina Sojak; Simone Muenst; Daniel Baumhoer; Jia-Wern Pan; Haslina Makmur; Soo-Hwang Teo; Linda M. Pak; Victor Angel; Dovile Zilenaite-Petrulaitiene; Arvydas Laurinavicius; Natalie Klar; Brian D. Piening; Carlo Bifulco; Sun-Young Jun; Jae Pak Yi; Su Hyun Lim; Adam Brufsky; Francisco J. Esteva; Lajos Pusztai; Yann LeCun; Krzysztof J. Geras
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errSave
An interpretable and adaptive autoencoder for efficient tissue deconvolution
errNucleic Acids Research
IF13.1
err2025-09-01
err0
errOAAI
errJesús de la Fuente; Naroa Legarra-Marcos; Aintzane Diaz-Mazkiaran; Guillermo Serrano; Irene Marín-Goñi; Markel Benito Sendin; Ana García Osta; Krishna R Kalari; Carlos Fernandez-Granda; Idoia Ochoa; Mikel Hernaez
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errSave
Learn, Denoise, and Discover: A guide to deep denoising with an application to electron microscopy
errIEEE Signal Processing Magazine
IF9.6
err2025-03-01
err0
PREAI
errSreyas Mohan; Kangning Liu; Peter A. Crozier; Carlos Fernandez-Granda
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errSave
Visualizing nanoparticle surface dynamics and instabilities enabled by deep denoising
errSCIENCE
IF45.8
err2025-02-28
err1
PREAI
errCrozier, Peter A.; Leibovich, Matan; Haluai, Piyush; Tan, Mai; Thomas, Andrew M.; Vincent, Joshua; Mohan, Sreyas; Morales, Adria Marcos; Kulkarni, Shreyas A.; Matteson, David S.; Wang, Yifan; Fernandez-Granda, Carlos
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Quantifying impairment and disease severity using AI models trained on healthy subjects
errNPJ DIGITAL MEDICINE
IF15.1
err2024-07-06
err0
errOAAI
errYu, Boyang; Kaku, Aakash; Liu, Kangning; Parnandi, Avinash; Fokas, Emily; Venkatesan, Anita; Pandit, Natasha; Ranganath, Rajesh; Schambra, Heidi; Fernandez-Granda, Carlos
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errSave
Rapid quantitative magnetization transfer imaging: Utilizing the hybrid state and the generalized Bloch model
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2023-12-10
err3
PREAI
errAsslaender, Jakob; Gultekin, Cem; Mao, Andrew; Zhang, Xiaoxia; Duchemin, Quentin; Liu, Kangning; Charlson, Robert W.; Shepherd, Timothy M.; Fernandez-Granda, Carlos; Flassbeck, Sebastian
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errSave
Generalizable deep learning model for early Alzheimer's disease detection from structural MRIs (vol 12, 17106, 2022)
errSCIENTIFIC REPORTS
IF3.9
err2023-10-02
err0
errOAAI
errLiu, Sheng; Masurkar, Arjun V.; Rusinek, Henry; Chen, Jingyun; Zhang, Ben; Zhu, Weicheng; Fernandez-Granda, Carlos; Razavian, Narges
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errSave
Data-Driven Quantitation of Movement Abnormality after Stroke
errBIOENGINEERING-BASEL
IF3.7
err2023-05-26
err5
errOAAI
errParnandi, Avinash; Kaku, Aakash; Venkatesan, Anita; Pandit, Natasha; Fokas, Emily; Yu, Boyang; Kim, Grace; Nilsen, Dawn; Fernandez-Granda, Carlos; Schambra, Heidi
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errSave
Dictionary learning for integrative, multimodal and scalable single-cell analysis
errNATURE BIOTECHNOLOGY
IF41.7
err2023-05-25
err395
errOAAI
errHao, Yuhan; Stuart, Tim; Kowalski, Madeline H. H.; Choudhary, Saket; Hoffman, Paul; Hartman, Austin; Srivastava, Avi; Molla, Gesmira; Madad, Shaista; Fernandez-Granda, Carlos; Satija, Rahul
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errSave
Generalizable deep learning model for early Alzheimer's disease detection from structural MRIs
errSCIENTIFIC REPORTS
IF3.9
err2022-10-17
err45
errOAAI
errLiu, Sheng; Masurkar, Arjun, V; Rusinek, Henry; Chen, Jingyun; Zhang, Ben; Zhu, Weicheng; Fernandez-Granda, Carlos; Razavian, Narges
errShare
errSave
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
errNPJ DIGITAL MEDICINE
IF15.1
err2021-05-12
err86
errOAAI
errShamout, Farah E.; Shen, Yiqiu; Wu, Nan; Kaku, Aakash; Park, Jungkyu; Makino, Taro; Jastrzebski, Stanislaw; Witowski, Jan; Wang, Duo; Zhang, Ben; Dogra, Siddhant; Cao, Meng; Razavian, Narges; Kudlowitz, David; Azour, Lea; Moore, William; Lui, Yvonne W.; Aphinyanaphongs, Yindalon; Fernandez-Granda, Carlos; Geras, Krzysztof J.
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errSave
Deconvolution of Point Sources: A Sampling Theorem and Robustness Guarantees
errCOMMUNICATIONS ON PURE AND APPLIED MATHEMATICS
IF2.7
err2018-11-29
err12
errOAAI
errBernstein, Brett; Fernandez-Granda, Carlos
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errSave
Towards a Mathematical Theory of Super- resolution
errCOMMUNICATIONS ON PURE AND APPLIED MATHEMATICS
IF2.7
err2013-04-29
err868
errOAAI
errCandes, Emmanuel J.; Fernandez-Granda, Carlos
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
LiuMark (Lajos Pusztai)
H-index: 114 · Papers: 1.4K
C
Christopher S. Bretherton
H-index: 97 · Papers: 509
A
Adam Brufsky
H-index: 94 · Papers: 1.0K
H
Henry Rusinek
H-index: 90 · Papers: 470
E
Emmanuel J. Candès
H-index: 88 · Papers: 301
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