Giulia Maffeis

Dr. Giulia Maffeis

orcid

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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15 June 2022 in Journal of Biomedical Optics
Verified
Journal Article
Open access
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PLPranav Lanka
Pranav Lanka
LYLin Yang
Lin Yang
DODavid Orive-Miguel
David Orive-Miguel
JVJoshua D. Veesa
Joshua D. Veesa
STSusanna Tagliabue
Susanna Tagliabue
APAntonio Pifferi
Antonio Pifferi
Diffuse optics (DO) encompasses a range of photonics tools based on the study of random photon migration in highly scattering media—biological tissues in particular. Due to its unique features, DO is emerging as a powerful means for clinical or homecare diagnostics.1 The basic physics of DO is related to the detection of temporal or spatial alteration in photon distribution re-emitted on the tissue surface.2 Due to the low power (typically few mW) of injected near-infrared light (600- to 1100-nm range), DO is inherently noninvasive. The photon temporal (or spatial) distribution carries information on the absorption—ultimately related to tissue chemical composition, such as water, lipid, collagen content, oxy- and deoxy-hemoglobin concentration, cytochrome c-oxidase3—and scattering properties—linked to tissue microstructure. Further, DO is one of the few noninvasive modalities capable of providing functional information, e.g., brain or muscle activation.4 It can be operated noncontact through remote light illumination and collection.5 It explores the tissue well below the skin at depths of up to 2 to 4 cm. It can provide quantitative operator-independent assessment of the tissue status, such as hemoglobin oxygenation level in the brain. Finally, it is highly scalable, sharing the same technology from large clinical tomographic systems down to wearable devices or homecare appliances.6 For all these aspects, DO is attracting more and more interest in many fields, such as monitoring vital signs like brain oxygenation in critical care or during interventions,7 tumor diagnostics as for breast cancer,8 investigating the impact of lifestyle and nutrition on our body,9 or other fields such as neuroscience and psychology,10 sports, and leisure.11 Even further, the operator independence, the depth sensitivity, and the scalability in addition to noninvasiveness make this option attractive for telemedicine and homecare of patients remotely.

1 March 2025 in La Rivista del Nuovo Cimento
Verified
Journal Article
Open access
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Rebecca ReRebecca Re
Rebecca Re
Lorenzo SpinelliLorenzo Spinelli
Lorenzo Spinelli
FMFabrizio Martelli
Fabrizio Martelli
LSLaura Di Sieno
Laura Di Sieno
IBIlaria Bargigia
Ilaria Bargigia
Alessandro TorricelliAlessandro Torricelli
Alessandro Torricelli
The term diffusive media refers to all the media for which the photon diffusion equation provides an accurate description of light propagation. Indeed, this is the case for a plethora of natural media, such as biological tissues and agricultural products, when illuminated by red and near-infrared light. Diffuse Optics (DO) is the branch of Optics that studies how absorption and scattering phenomena affect light propagation in diffusive media. In this review paper, we present an introduction to time domain (TD) DO, a specific implementation of DO that employs picosecond light pulses, fast and sensitive photodetectors and timing electronics to record the distribution of photon time-of-flight (or photon path lengths) in diffusive media. By interpreting the TD DO signals with the physical model provided by the photon diffusion theory, it is possible to estimate the absorption and scattering properties of the medium that in case of biological tissues can be related to physiological and pathological conditions. We focus on the physical principles of TD DO, the building blocks of TD DO instrumentation, and the applications of TD DO targeting human biological tissues (such as the brain, breast, muscle, and others).

15 March 2024 in Scientific Reports
Verified
Journal Article
Open access
PDF file
APAntonio Pifferi
Antonio Pifferi
MMMassimo Miniati
Massimo Miniati
AFAndrea Farina
Andrea Farina
SSSanathana Konugolu Venkata Sekar
Sanathana Konugolu Venkata Sekar
PLPranav Lanka
Pranav Lanka
PTPaola Taroni
Paola Taroni
The in vivo diagnosis and monitoring of pulmonary disorders (caused for example by emphysema, Covid-19, immature lung tissue in infants) could be effectively supported by the non-invasive sensing of the lung through light. With this purpose, we investigated the feasibility of probing the lung by means of time-resolved diffuse optics, leveraging the increased depth (a few centimeters) attained by photons collected after prolonged propagation time (a few nanoseconds). We present an initial study that includes measurements performed on 5 healthy volunteers during a breathing protocol, using a time-resolved broadband diffuse optical spectroscopy system. Those measurements were carried out across the spectral range of 600–1100 nm at a source-detector distance of 3 cm, and at 820 nm over a longer distance (7–9 cm). The preliminary analysis of the in vivo data with a simplified homogeneous model revealed a maximum probing depth of 2.6–3.9 cm, suitable for reaching the lung. Furthermore, we observed variations in signal associated with respiration, particularly evident at long photon propagation times. However, challenges stemming from both intra- and inter-subject variability, along with inconsistencies potentially arising from conflicting scattering and absorption effects on the collected signal, hindered a clear interpretation. Aspects that require further investigation for a more comprehensive understanding are outlined.

18 December 2023 in Optics Express
Verified
Journal Article
Closed access
Caterina AmendolaCaterina Amendola
Caterina Amendola
Giulia MaffeisGiulia Maffeis
Giulia Maffeis
AFAndrea Farina
Andrea Farina
Lorenzo SpinelliLorenzo Spinelli
Lorenzo Spinelli
ATAlessandro Torricelli
Alessandro Torricelli
FMFabrizio Martelli
Fabrizio Martelli
Monte Carlo (MC) is a powerful tool to study photon migration in scattering media, yet quite time-consuming to solve inverse problems. To speed up MC-simulations, scaling relations can be applied to an existing initial MC-simulation to generate a new data-set with different optical properties. We named this approach trajectory-based since it uses the knowledge of the detected photon trajectories of the initial MC-simulation, in opposition to the slower photon-based approach, where a novel MC-simulation is rerun with new optical properties. We investigated the convergence and applicability limits of the scaling relations, both related to the likelihood that the sample of trajectories considered is representative also for the new optical properties. For absorption, the scaling relation contains smoothly converging Lambert-Beer factors, whereas for scattering it is the product of two quickly diverging factors, whose ratio, for NIRS cases, can easily reach ten orders of magnitude. We investigated such instability by studying the probability-distribution for the number of scattering events in trajectories of given length. We propose a convergence test of the scattering scaling relation based on the minimum-maximum number of scattering events in recorded trajectories. We also studied the dependence of MC-simulations on optical properties, most critical in inverse problems, finding that scattering derivatives are ascribed to small deviations in the distribution of scattering events from a Poisson distribution. This paper, which can also serve as a tutorial, helps to understand the physics of the scaling relations with the causes of their limitations and devise new strategies to deal with them.

29 January 2024 in Biomedical Optics Express
Verified
Journal Article
Closed access
FMFabrizio Martelli
Fabrizio Martelli
APAntonio Pifferi
Antonio Pifferi
AFAndrea Farina
Andrea Farina
Caterina AmendolaCaterina Amendola
Caterina Amendola
Giulia MaffeisGiulia Maffeis
Giulia Maffeis
ATAlessandro Torricelli
Alessandro Torricelli
We present numerical results for the probability density function f(z) and for the mean value of photon maximum penetration depth ‹z max › in a two-layer diffusive medium. Both time domain and continuous wave regime are considered with several combinations of the optical properties (absorption coefficient, reduced scattering coefficient) of the two layers, and with different geometrical configurations (source detector distance, thickness of the upper layer). Practical considerations on the design of time domain and continuous wave systems are derived. The methods and the results are of interest for many research fields such as biomedical optics and advanced microscopy.

27 January 2021 in Biomedical Optics Express
Verified
Journal Article
Closed access
Giulia MaffeisGiulia Maffeis
Giulia Maffeis
EFEdoardo Ferocino
Edoardo Ferocino
Alberto Dalla MoraAlberto Dalla Mora
Alberto Dalla Mora
APAntonio Pifferi
Antonio Pifferi
RCRinaldo Cubeddu
Rinaldo Cubeddu
PTPaola Taroni
Paola Taroni
A recent upgrade of the time domain multi-wavelength optical mammograph developed by Politecnico di Milano achieved good performance in laboratory tests [ Biomed. Opt. Express 9, 755 (2018).10.1364/BOE.9.000755 ]. However, it proved unsatisfactory when in vivo measurements were finally performed. That led to a further upgrade, including the replacement of the time-to-digital converter with a new model, and the related set-up changes. The new instrument version offers improved laboratory performance (as assessed through established protocols: BIP and MEDPHOT) and good in vivo performance (extension of the scanned breast area, repeatability, consistency of estimated tissue composition with physiology). Besides introducing the new set-up and detailing its laboratory and in vivo performance, we highlight the importance of systematic in vivo testing before entering clinical trials.