Claudio Vinegoni, Ph.D.
Physicist
Asst. Professor  CV |   Google Scholar
Center for Systems Biology, MGH - Harvard University .
Richard B. Simches Research Center, 185 Cambridge Street, Suite 5.210
Boston, MA 02114 (U.S.A.)
Center for Systems Biology
MGH - Harvard University
Suite 5.210
185 Cambridge Street
Boston, MA 02114 (U.S.A.)
Hi! You’ve reached the Home Page of Dr. Claudio Vinegoni
.
I am currently Assistant Professor of Radiology at the Center for Systems Biology @Harvard Medical School and Massachusetts General Hospital.
To learn more about me, have a look at my Curriculum Vitae.
My current research activity focuses on analyzing, at a system level, how biological molecules, proteins and cells interact in both healthy and diseased states with particular emphasis in complex human conditions such as cancer, and cardiovascular diseases. Specifically, in my lab we develop innovative in vivo and ex vivo optical imaging modalities as well as software tools for fast acquisition, visualization and image analysis of large microscopy data sets at both the single cell- as well as the whole organ-level. For more details on my research, have a look at my publications and my current research projects.
Besides, I am interested in deep learning and machine learning.
I earned the Ph.D. and M.S. degrees in Physics from University of Geneva and Universita di Trento in 2002 and 1996, respectively.
- My M.S. thesis focused on the design of optical methods and methodologies for Raman and Brillouin spectroscopy and lifetime imaging in solid state physics to characterize novel materials.
- My doctoral research focused on the study of nonlinear optical effects in optical fibers at telecom wavelenghts and the design of novel metrology methods to determine critical parameters for increasing total bandwidth transmissions.
Selected publications–past and present–are included below. Feel free to browse my publications for my body of work.
Current research interests:
- Motion compensation algorithm and hardware solution for optical imaging
- Two photon imaging
- In vivo drug imaging microscopy methods
- High-content imaging and data analysis
- Deep Learning methods applied in optical microscopy
- Tomography optical imaging
Past research work:
- Photoacoustic imaging
- Telecom metrology
- Optical Coherence Tomography and CARS imaging for label free imaging
- Solid state phyisics
Selected Publications [full list]
Selected Proceedings [full list]
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2024-CAIProviding real-world benchmarks for super-resolving fluorescence microscope imagery using generative adversarial networksIn 2024 IEEE Conference on Artificial Intelligence (CAI) 2024
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2020-BIBEVideo-rate acquisition fluorescence microscopy via generative adversarial networksIn 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE) 2020
contact
Claudio Vinegoni, PhDAssistant Professor
Center for Systems Biology
MGH - Harvard University
185 Cambridge Street
Boston, MA 02114 (U.S.A.)
cvinegoni 'at' mgh 'dot' harvard 'dot' edu