Dr. Federico Vernuccio Profile

Dr. Federico Vernuccio

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Author

Publications (18)

Proceedings Article | 13 March 2024 Presentation

Presentation

Wide-field real-time broadband CARS microscopy

Chiara Ceconello, Andrea Rabolini, Federico Vernuccio, Arianna Bresci, Francesco Manetti, Salvatore Sorrentino, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume PC12847, PC128470J (2024) https://doi.org/10.1117/12.3004526

KEYWORDS: Vibration, Microscopy, Supercontinuum generation, Signal generators, Raman spectroscopy, Pulse signals, Nonlinear optics, Ytterbium, YAG lasers, Video

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Proceedings Article | 13 March 2024 Presentation

Presentation

Real-time wide-field broadband CARS microscopy

Chiara Ceconello, Federico Vernuccio, Andrea Rabolini, Arianna Bresci, Francesco Manetti, Salvatore Sorrentino, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume PC12870, PC1287005 (2024) https://doi.org/10.1117/12.3002962

KEYWORDS: Vibration, Microscopy, Supercontinuum generation, Signal generators, Raman spectroscopy, Pulse signals, Nonlinear optics, Ytterbium, YAG lasers, Video

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Proceedings Article | 13 March 2024 Presentation

Presentation

Deep ensemble-transfer learning for the classification of senescent cells from Non-linear optical microscopy images

Salvatore Sorrentino, Francesco Manetti, Arianna Bresci, Federico Vernuccio, Chiara Ceconello, Marco Ventura, Andrea Rabolini, Silvia Ghislanzoni, Italia Bongarzone, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume PC12834, PC128340B (2024) https://doi.org/10.1117/12.2691639

KEYWORDS: Nonlinear optics, Optical microscopy, Image classification, Cancer, Oncology, Deep learning, Neural networks, Microscopy, Cancer detection, Two photon excitation microscopy

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Proceedings Article | 13 March 2024 Presentation

Presentation

Deep transfer learning and ensemble learning coupled with non-linear optical microscopy for the classification of senescent cells

Salvatore Sorrentino, Francesco Manetti, Arianna Bresci, Federico Vernuccio, Chiara Ceconello, Marco Ventura, Andrea Rabolini, Silvia Ghislanzoni, Italia Bongarzone, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume PC12855, PC128550R (2024) https://doi.org/10.1117/12.3001077

KEYWORDS: Nonlinear optics, Optical microscopy, Cancer, Radiotherapy, Oncology, Neural networks, Microscopes, Deep learning, Chemotherapy, Tumors

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Proceedings Article | 11 August 2023 Paper

Paper

Multimodal vibrational and multiphoton nonlinear optical microscopy as a non-invasive tool to prevent human tumor recurrence

Arianna Bresci, Francesco Manetti, Silvia Ghislanzoni, Federico Vernuccio, Salvatore Sorrentino, Chiara Ceconello, Renzo Vanna, Italia Bongarzone, Giulio Cerullo, Dario Polli

Proceedings Volume 12627, 126271S (2023) https://doi.org/10.1117/12.2670918

KEYWORDS: Tumors, Optical microscopy, Vibration, Multiphoton microscopy, Nonlinear optics, Pulse signals, Visualization, Raman spectroscopy, Raman scattering, Proteins

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Proceedings Article | 9 August 2023 Paper

Paper

Broadband CARS microscopy in the entire Raman-active region of biological samples via supercontinuum generation in bulk media

Federico Vernuccio, Chiara Ceconello, Arianna Bresci, Francesco Manetti, Salvatore Sorrentino, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume 12630, 1263004 (2023) https://doi.org/10.1117/12.2670868

KEYWORDS: Biological samples, Microscopy, Supercontinuum generation, Vibration, Pulse signals, Tissues, Picosecond phenomena, Microscopes, Femtosecond pulse shaping, YAG lasers

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Proceedings Article | 25 April 2023 Presentation + Paper

Presentation + Paper

Multimodal multiphoton and vibrational microscopy reveals early therapy-induced senescence in human tumors: a non-invasive tool to prevent the risk of cancer relapse

Arianna Bresci, Francesco Manetti, Silvia Ghislanzoni, Federico Vernuccio, Salvatore Sorrentino, Chiara Ceconello, Renzo Vanna, Italia Bongarzone, Giulio Cerullo, Dario Polli

Proceedings Volume 12384, 123840D (2023) https://doi.org/10.1117/12.2648415

KEYWORDS: Cancer, Nonlinear optics, Tumors, Mitochondria, Raman spectroscopy, Multiphoton microscopy, Microscopy, Multimodal imaging, Biomedical optics

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Proceedings Article | 17 March 2023 Presentation

Presentation

Multimodal coherent Raman and multiphoton nonlinear microscopy reveals early therapy-induced senescence in human cancer cells to prevent tumor recurrence

Arianna Bresci, Francesco Manetti, Silvia Ghislanzoni, Federico Vernuccio, Salvatore Sorrentino, Chiara Ceconello, Renzo Vanna, Italia Bongarzone, Giulio Cerullo, Dario Polli

Proceedings Volume PC12363, PC1236303 (2023) https://doi.org/10.1117/12.2650240

KEYWORDS: Tumors, Raman spectroscopy, Multiphoton microscopy, Microscopy, Cancer, Nonlinear optics, Visualization, Second-harmonic generation, Raman scattering, Proteins

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Proceedings Article | 17 March 2023 Presentation

Presentation

High-speed vibrational microscopy and deep-learning algorithms to image cells and tissues

Dario Polli, Federico Vernuccio, Alejandro De la Cadena, Arianna Bresci, Chiara Ceconello, Francesco Manetti, Salvatore Sorrentino, Subir Das, Renzo Vanna, Giulio Cerullo

Proceedings Volume PC12406, PC1240608 (2023) https://doi.org/10.1117/12.2648736

KEYWORDS: Microscopy, Tissues, Evolutionary algorithms, Signal to noise ratio, Raman scattering, Molecules, Chromium, Artificial intelligence

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Proceedings Article | 16 March 2023 Presentation + Paper

Presentation + Paper

Video-rate wide-field broadband coherent anti-Stokes Raman scattering microscopy

Chiara Ceconello, Federico Vernuccio, Arianna Bresci, Francesco Manetti, Salvatore Sorrentino, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume 12390, 1239009 (2023) https://doi.org/10.1117/12.2650628

KEYWORDS: Optical parametric amplifiers, Vibration, Video microscopy, Crystals, Biological samples, Pulse signals, Biological imaging, Ytterbium

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Proceedings Article | 16 March 2023 Presentation

Presentation

Broadband label-free vibrational imaging in the fingerprint region at <1-ms pixel dwell time via deep learning (Conference Presentation)

Federico Vernuccio, Arianna Bresci, Alejandro De la Cadena, Chiara Ceconello, Francesco Manetti, Salvatore Sorrentino, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume PC12390, PC123900L (2023) https://doi.org/10.1117/12.2648418

KEYWORDS: Spectroscopy, Signal generators, Raman spectroscopy, Picosecond phenomena, Microscopy, Microscopes, Femtosecond phenomena, Ytterbium, YAG lasers, Tissues

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Proceedings Article | 16 March 2023 Presentation

Presentation

Broadband CARS microscopy in the entire fingerprint region for biological applications (Conference Presentation)

Federico Vernuccio, Arianna Bresci, Alejandro De la Cadena, Chiara Ceconello, Francesco Manetti, Salvatore Sorrentino, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume PC12391, PC123910B (2023) https://doi.org/10.1117/12.2650231

KEYWORDS: Microscopy, Raman spectroscopy, YAG lasers, Tissues, Spectroscopy, Signal generators, Picosecond phenomena, Microscopes, Laser crystals, Hyperspectral imaging

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Proceedings Article | 15 March 2023 Presentation

Presentation

Broadband coherent Raman microscopy and deep learning for high-speed imaging of biological samples (Conference Presentation)

Dario Polli, Federico Vernuccio, Alejandro De la Cadena, Arianna Bresci, Chiara Ceconello, Francesco Manetti, Salvatore Sorrentino, Subir Das, Renzo Vanna, Giulio Cerullo

Proceedings Volume PC12392, PC123920M (2023) https://doi.org/10.1117/12.2648054

KEYWORDS: Microscopy, Raman spectroscopy, High speed imaging, Signal detection, Raman scattering, Video microscopy, Supercontinuum generation, Spectroscopy, Optical amplifiers, Molecules

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Proceedings Article | 2 March 2022 Presentation + Paper

Presentation + Paper

High-speed broadband CARS in the fingerprint region through supercontinuum generation in bulk media

Federico Vernuccio, Arianna Bresci, Benedetta Talone, Alejandro De la Cadena, Chiara Ceconello, Renzo Vanna, Giulio Cerullo, Dario Polli

Proceedings Volume 11971, 1197104 (2022) https://doi.org/10.1117/12.2607728

KEYWORDS: Raman spectroscopy, Bone, Tissues, Denoising, Signal to noise ratio, Signal detection, Microscopy, Chemical analysis, Supercontinuum generation, Artificial intelligence, Convolutional neural networks, Optical microscopy, Artificial neural networks, Mouse models

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Proceedings Article | 7 December 2021 Paper

Paper

Broadband stimulated Raman scattering microscopy for biomedical applications: a multi-channel lock-in approach

Alejandro de la Cadena, Federico Vernuccio, Andrea Ragni, Giuseppe Sciortino, Marco Sampietro, Giorgio Ferrari, Giulio Cerullo, Dario Polli

Proceedings Volume 11922, 1192212 (2021) https://doi.org/10.1117/12.2615782

KEYWORDS: Microscopy, Modulation, Raman spectroscopy, Raman scattering, Biomedical optics, Amplifiers, Tissues, Superposition, Sensors, Photons

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Proceedings Article | 5 March 2021 Presentation

Presentation

Novel approaches to broadband coherent Raman imaging

Alejandro De la Cadena, Carlo Valensise, Federico Vernuccio, Dario Polli, Giulio Cerullo

Proceedings Volume 11656, 116560O (2021) https://doi.org/10.1117/12.2578587

KEYWORDS: Coherence imaging, Raman spectroscopy, Raman scattering, Process modeling, Data modeling, Chromium, Ultrafast imaging, Tissues, Solid state lasers, Optical parametric oscillators

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Proceedings Article | 5 March 2021 Presentation

Presentation

Deep learning for real-time removal of the non-resonant background from broadband CARS spectra

Dario Polli, Alessandro Giuseppi, Federico Vernuccio, Alejandro De la Cadena, Giulio Cerullo, Carlo Valensise

Proceedings Volume 11654, 1165412 (2021) https://doi.org/10.1117/12.2578118

KEYWORDS: Spectroscopy, Solids, Raman spectroscopy, Molecules, Molecular spectroscopy, Microscopy, Feature extraction, Convolutional neural networks, Computer simulations, CARS tomography

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Proceedings Article | 5 March 2021 Presentation

Presentation

Broadband stimulated Raman scattering microscopy at >1 frame/s with a multi-channel integrated-circuit differential lock-in amplifier

Alejandro De la Cadena, Andrea Ragni, Giuseppe Sciortino, Federico Vernuccio, Carlo Valensise, Marco Sampietro, Giorgio Ferrari, Giulio Cerullo, Dario Polli

Proceedings Volume 11656, 116560V (2021) https://doi.org/10.1117/12.2577680

KEYWORDS: Microscopy, Raman scattering, Optical amplifiers, Spectral resolution, Raman spectroscopy, Pulsed laser operation, Optical parametric oscillators, Molecules, Modulation

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Showing 5 of 18 publications

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