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C

Carlo Manzo

universitat de vic—universitat central de catalunya

31H-index
133Paper Count
6.0KCitation Count
Published Papers 50
Publication Date
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Roadmap on deep learning for microscopy
errjournal of physics: photonics
IF0
err2026-01-29
err0
errOAAI
errGiovanni Volpe; Carolina Wählby; Lei Tian; Michael Hecht; Artur Yakimovich; Kristina Monakhova; Laura Waller; Ivo F Sbalzarini; Christopher A Metzler; Mingyang Xie; Kevin Zhang; Isaac C D Lenton; Halina Rubinsztein-Dunlop; Daniel Brunner; Bijie Bai; Aydogan Ozcan; Daniel Midtvedt; Hao Wang; Tongyu Li; Nataša Sladoje; Joakim Lindblad; Jason T Smith; Marien Ochoa; Margarida Barroso; Xavier Intes; Tong Qiu; Li-Yu Yu; Sixian You; Yongtao Liu; Maxim A Ziatdinov; Sergei V Kalinin; Arlo Sheridan; Uri Manor; Elias Nehme; Ofri Goldenberg; Yoav Shechtman; Henrik K Moberg; Christoph Langhammer; Barbora Špačková; Saga Helgadottir; Benjamin Midtvedt; Aykut Argun; Tobias Thalheim; Frank Cichos; Stefano Bo; Lars Hubatsch; Jesus Pineda; Carlo Manzo; Harshith Bachimanchi; Erik Selander; Antoni Homs-Corbera; Martin Fränzl; Kevin de Haan; Yair Rivenson; Zofia Korczak; Caroline Beck Adiels; Mite Mijalkov; Dániel Veréb; Yu-Wei Chang; Joana B Pereira; Damian Matuszewski; Gustaf Kylberg; Ida-Maria Sintorn; Juan C Caicedo; Beth A Cimini; Muyinatu A Lediju Bell; Bruno M Saraiva; Guillaume Jacquemet; Ricardo Henriques; Wei Ouyang; Trang Le; Estibaliz Gómez-de-Mariscal; Daniel Sage; Arrate Muñoz-Barrutia; Ebba Josefson Lindqvist; Johanna Bergman
errShare
errSave
Continuum architecture dynamics of vesicle tethering in exocytosis
errCell
IF42.5
err2026-01-16
err0
errOAAI
errMarta Puig-Tintó; Sebastian Ortiz; Sasha Meek; Raffaele Coray; Laura I. Betancur; Altair C. Hernández; Anna Castellet; Eric Kramer; Philipp Hoess; Markus Mund; Andrés Molina-Ribagorda; Mercè Izquierdo-Serra; Baldo Oliva; Alex de Marco; Jonas Ries; Daniel Castaño-Díez; Carlo Manzo; Oriol Gallego
errShare
errSave
Enhanced spatial clustering of single-molecule localizations with graph neural networks
errNature Communications
IF15.7
err2025-11-03
err0
errOAAI
errJesús Pineda; Sergi Masó-Orriols; Montse Masoliver; Joan Bertran; Mattias Goksör; Giovanni Volpe; Carlo Manzo
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errSave
ICAM-1 nanoclusters regulate hepatic epithelial cell polarity by leukocyte adhesion-independent control of apical actomyosin
errELIFE
IF0
err2024-04-10
err1
errOAAI
errCacho-Navas, Cristina; Lopez-Pujante, Carmen; Reglero-Real, Natalia; Colas-Algora, Natalia; Cuervo, Ana; Conesa, Jose Javier; Barroso, Susana; de Rivas, Gema; Ciordia, Sergio; Paradela, Alberto; D'Agostino, Gianluca; Manzo, Carlo; Feito, Jorge; Andres, German; Molina-Jimenez, Francisca; Majano, Pedro; Correas, Isabel; Carazo, Jose-Maria; Nourshargh, Sussan; Huch, Meritxell; Millan, Jaime
errShare
errSave
Inferring pointwise diffusion properties of single trajectories with deep learning
errBIOPHYSICAL JOURNAL
IF3.1
err2023-11-01
err10
errOAAI
errRequena, Borja; Maso-Orriols, Sergi; Bertran, Joan; Lewenstein, Maciej; Manzo, Carlo; Munoz-Gil, Gorka
errShare
errSave
Broadband Plasmonic Nanoantennas for Multi-Color Nanoscale Dynamics in Living Cells
errSMALL
IF12.1
err2023-03-31
err2
errOAAI
errSanz-Paz, Maria; van Zanten, Thomas S.; Manzo, Carlo; Mivelle, Mathieu; Garcia-Parajo, Maria F.
errShare
errSave
Actin-regulated Siglec-1 nanoclustering influences HIV-1 capture and virus-containing compartment formation in dendritic cells
errELIFE
IF0
err2023-03-20
err10
errOAAI
errGutierrez-Martinez, Enric; Garrabe, Susana Benet; Mateos, Nicolas; Erkizia, Itziar; Nieto-Garai, Jon Ander; Lorizate, Maier; Borgman, Kyra J. E.; Manzo, Carlo; Campelo, Felix; Izquierdo-Useros, Nuria; Martinez-Picado, Javier; Garcia-Parajo, Maria F.
errShare
errSave
Geometric deep learning reveals the spatiotemporal features of microscopic motion
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-01-16
err23
errOAAI
errPineda, Jesus; Midtvedt, Benjamin; Bachimanchi, Harshith; Noe, Sergio; Midtvedt, Daniel; Volpe, Giovanni; Manzo, Carlo
errShare
errSave
Objective comparison of methods to decode anomalous diffusion
errNATURE COMMUNICATIONS
IF15.7
err2021-10-29
err126
errOAAI
errMunoz-Gil, Gorka; Volpe, Giovanni; Garcia-March, Miguel Angel; Aghion, Erez; Argun, Aykut; Hong, Chang Beom; Bland, Tom; Bo, Stefano; Conejero, J. Alberto; Firbas, Nicolas; Orts, Oscar; Gentili, Alessia; Huang, Zihan; Jeon, Jae-Hyung; Kabbech, Helene; Kim, Yeongjin; Kowalek, Patrycja; Krapf, Diego; Loch-Olszewska, Hanna; Lomholt, Michael A.; Masson, Jean-Baptiste; Meyer, Philipp G.; Park, Seongyu; Requena, Borja; Smal, Ihor; Song, Taegeun; Szwabinski, Janusz; Thapa, Samudrajit; Verdier, Hippolyte; Volpe, Giorgio; Widera, Artur; Lewenstein, Maciej; Metzler, Ralf; Manzo, Carlo
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errSave
Shear forces induce ICAM-1 nanoclustering on endothelial cells that impact on T-cell migration
errBIOPHYSICAL JOURNAL
IF3.1
err2021-07-01
err16
errOAAI
errPiechocka, Izabela K.; Keary, Sarah; Sosa-Costa, Alberto; Lau, Lukas; Mohan, Nitin; Stanisavljevic, Jelena; Borgman, Kyra J. E.; Lakadamyali, Melike; Manzo, Carlo; Garcia-Parajo, Maria F.
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errSave
Convolutional Neural Network for Skin Lesion Classification: Understanding the Fundamentals Through Hands-On Learning
errFRONTIERS IN MEDICINE
IF3
err2021-03-04
err16
errOAAI
errCullell-Dalmau, Marta; Noe, Sergio; Otero-Vinas, Marta; Meic, Ivan; Manzo, Carlo
errShare
errSave
Direct and Fast Assessment of Antimicrobial Surface Activity Using Molecular Dynamics Simulation and Time-Lapse Imaging
errANALYTICAL CHEMISTRY
IF6.7
err2020-04-16
err6
errOAAI
errSibilo, Rafael; Mannelli, Ilaria; Reigada, Ramon; Manzo, Carlo; Noyan, Mehmet A.; Mazumder, Prantik; Pruneri, Valerio
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errSave
Dynamic actin-mediated nano-scale clustering of CD44 regulates its meso-scale organization at the plasma membrane
errMOLECULAR BIOLOGY OF THE CELL
IF2.7
err2020-03-19
err35
errOAAI
errSil, Parijat; Mateos, Nicolas; Nath, Sangeeta; Buschow, Sonja; Manzo, Carlo; Suzuki, Kenichi G. N.; Fujiwara, Takahiro; Kusumi, Akihiro; Garcia-Parajo, Maria F.; Mayor, Satyajit
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errSave
Research Techniques Made Simple: Deep Learning for the Classification of Dermatological Images
errJOURNAL OF INVESTIGATIVE DERMATOLOGY
IF5.7
err2020-03-01
err24
errOAAI
errCullell-Dalmau, Marta; Otero-Vinas, Marta; Manzo, Carlo
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errSave
Quantifying Protein Copy Number in Super Resolution Using an Imaging-Invariant Calibration
errBIOPHYSICAL JOURNAL
IF3.1
err2019-06-01
err32
errOAAI
errZanacchi, Francesca Cella; Manzo, Carlo; Magrassi, Raffaella; Derr, Nathan D.; Lakadamyali, Melike
errShare
errSave
Separating Actin-Dependent Chemokine Receptor Nanoclustering from Dimerization Indicates a Role for Clustering in CXCR4 Signaling and Function (vol 70, pg 106, 2018)
errMOLECULAR CELL
IF16.6
err2018-09-01
err15
errOAAI
errMartinez-Munoz, Laura; Rodriguez-Frade, Jose Miguel; Barroso, Ruben; Sorzano, Carlos Oscar S.; Torreno-Pina, Juan A.; Santiago, Cesar A.; Manzo, Carlo; Lucas, Pilar; Garcia-Cuesta, Eva M.; Gutierrez, Enric; Barrio, Laura; Vargas, Javier; Cascio, Graciela; Carrasco, Yolanda R.; Sanchez-Madrid, Francisco; Garcia-Parajo, Maria F.; Mellado, Mario
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errSave
PLANT: A Method for Detecting Changes of Slope in Noisy Trajectories
errBIOPHYSICAL JOURNAL
IF3.1
err2018-05-01
err2
errOAAI
errSosa-Costa, Alberto; Piechocka, Izabela K.; Gardini, Lucia; Pavone, Francesco S.; Capitanio, Marco; Garcia-Parajo, Maria F.; Manzo, Carlo
errShare
errSave
Separating Actin-Dependent Chemokine Receptor Nanoclustering from Dimerization Indicates a Role for Clustering in CXCR4 Signaling and Function
errMOLECULAR CELL
IF16.6
err2018-04-01
err61
errOAAI
errMartinez-Munoz, Laura; Miguel Rodriguez-Frade, Jose; Barroso, Ruben; Sorzano, Carlos Oscar S.; Torreno-Pina, Juan A.; Santiago, Cesar A.; Manzo, Carlo; Lucas, Pilar; Garcia-Cuesta, Eva M.; Gutierrez, Enric; Barrio, Laura; Vargas, Javier; Cascio, Graciela; Carrasco, Yolanda R.; Sanchez-Madrid, Francisco; Garcia-Parajo, Maria F.; Mellado, Mario
errShare
errSave
Planar Optical Nanoantennas Resolve Cholesterol-Dependent Nanoscale Heterogeneities in the Plasma Membrane of Living Cells
errNANO LETTERS
IF9.1
err2017-09-25
err39
errOAAI
errRegmi, Raju; Winkler, Pamina M.; Flauraud, Valentin; Borgman, Kyra J. E.; Manzo, Carlo; Brugger, Jurgen; Rigneault, Herve; Wenger, Jerome; Garcia-Parajo, Maria F.
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errSave
A DNA origami platform for quantifying protein copy number in super-resolution
errNATURE METHODS
IF32.1
err2017-06-26
err88
errOAAI
errZanacchi, Francesca Cella; Manzo, Carlo; Alvarez, Angel S.; Derr, Nathan D.; Garcia-Parajo, Maria F.; Lakadamyali, Melike
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Carl G. Figdor
H-index: 124 · Papers: 878
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Maciej Lewenstein
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Gurdyal S. Besra
H-index: 113 · Papers: 673
F
Francisco Sánchez‐Madrid
H-index: 111 · Papers: 730
S
Sergei V. Kalinin
H-index: 109 · Papers: 1.6K
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