Chloé Giraudet

Dr. Chloé Giraudet


Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

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

Representative Publications

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30 October 2023 in Sensors
Verified
Journal Article
Open access
PDF file
CGChloé Giraudet
Chloé Giraudet
CMClaire Moiroud
Claire Moiroud
ABAudrey Beaumont
Audrey Beaumont
PGPauline Camille Gaulmin
Pauline Camille Gaulmin
CHChloé HATRISSE
Chloé HATRISSE
Frederic MarinFrederic Marin
Frederic Marin
Hydrotherapy has been utilized in horse rehabilitation programs for over four decades. However, a comprehensive description of the swimming cycle of horses is still lacking. One of the challenges in studying this motion is 3D underwater motion capture, which holds potential not only for understanding equine locomotion but also for enhancing human swimming performance. In this study, a marker-based system that combines underwater cameras and markers drawn on horses is developed. This system enables the reconstruction of the 3D motion of the front and hind limbs of six horses throughout an entire swimming cycle, with a total of twelve recordings. The procedures for pre- and post-processing the videos are described in detail, along with an assessment of the estimated error. This study estimates the reconstruction error on a checkerboard and computes an estimated error of less than 10 mm for segments of tens of centimeters and less than 1 degree for angles of tens of degrees. This study computes the 3D joint angles of the front limbs (shoulder, elbow, carpus, and front fetlock) and hind limbs (hip, stifle, tarsus, and hind fetlock) during a complete swimming cycle for the six horses. The ranges of motion observed are as follows: shoulder: 17 ± 3°; elbow: 76 ± 11°; carpus: 99 ± 10°; front fetlock: 68 ± 12°; hip: 39 ± 3°; stifle: 68 ± 7°; tarsus: 99 ± 6°; hind fetlock: 94 ± 8°. By comparing the joint angles during a swimming cycle to those observed during classical gaits, this study reveals a greater range of motion (ROM) for most joints during swimming, except for the front and hind fetlocks. This larger ROM is usually achieved through a larger maximal flexion angle (smaller minimal angle of the joints). Finally, the versatility of the system allows us to imagine applications outside the scope of horses, including other large animals and even humans.

12 October 2024 in Journal of the Mechanical Behavior of Biomedical Materials
Verified
Journal Article
Open access
QWQian Wu
Qian Wu
CGChloé Giraudet
Chloé Giraudet
JAJean-Marc Allain
Jean-Marc Allain
Cornea is an essential element of our eye. The refractive power of the cornea is closely related to its shape, which depends on the balance between its mechanical properties and the intraocular pressure. However, in keratoconus, the shape of the cornea is altered, and the mechanical properties (i.e., elastic modulus and viscosity) are reduced. These alterations have been associated with the development of striae within the cornea. Recently, such striae have been observed in healthy corneas as well, but with slightly different shapes. Our study investigated the mechanical role of these striae. To this end, we performed an inflation test under Optical Coherence Tomography: tomographic volumes were acquired in the central zone of eleven human corneas during an inflation test. Striae planes were extracted from the segmented images, and principal deformation maps were obtained by Digital Volume Correlation (DVC). We observe that the pattern of the striae does not change with pressure, even far above physiological pressure. Maximum principal strains are co-localized with the striae and are oriented perpendicular to the striae. We also observe that principal deformations on the striae increase with depth in the cornea. Our results show that striae lead to greater deformability in the direction perpendicular to the striae, especially in the posterior part of the cornea where they are the most visible. This supports the idea that the striae are undulations in the cornea collagenous microstructure, which are progressively unfolded under loading. They decrease the global stiffness of the cornea, in particular in the posterior part, and thus may help in accommodating deformations.

13 January 2025 in Animals
Verified
Journal Article
Open access
PDF file
PGPauline Camille Gaulmin
Pauline Camille Gaulmin
Frederic MarinFrederic Marin
Frederic Marin
CMClaire Moiroud
Claire Moiroud
ABAudrey Beaumont
Audrey Beaumont
SJSandrine Jacquet
Sandrine Jacquet
CGChloé Giraudet
Chloé Giraudet
Aquatic training has been integrated into equine rehabilitation and training programs for several decades. While the cardiovascular effects of this training have been explored in previous studies, limited research exists on the locomotor patterns exhibited during the swimming cycle. This study aimed to analyze three distinct swimming strategies, identified by veterinarians, based on the propulsion phases of each limb: (S1) two-beat cycle with lateral overlap, (S2) two-beat cycle with diagonal overlap, and (S3) four-beat cycle. 125 underwater videos from eleven horses accustomed to swimming were examined to quantify the differences in locomotor patterns between these strategies. Initially, a classifier was developed to categorize 125 video segments into four groups (CatA to CatD). The results demonstrated that these categories correspond to specific swimming strategies, with CatA aligning with S1, CatB with S2, and CatC and CatD representing variations of S3. This classification highlights that two key parameters, lateral and diagonal ratios, are indeed effective in distinguishing between the different swimming strategies. Additionally, coordination patterns were analyzed in relation to these swimming strategies. One of the primary findings is the variability in swimming strategies both within and between individual horses. While five horses consistently maintained the same strategy throughout their swimming sessions, six others exhibited variations in their strategy between laps. This suggests that factors such as swimming direction, pauses between laps, and fatigue may influence the selection of swimming strategy. This study offers new insights into the locomotor patterns of horses during aquatic training and has implications for enhancing the design of rehabilitation protocols.

20 May 2025 in Journal of the Mechanical Behavior of Biomedical Materials
Verified
Journal Article
Open access
CGChloé Giraudet
Chloé Giraudet
QWQian Wu
Qian Wu
JAJean-Marc Allain
Jean-Marc Allain
Biological tissues have complex mechanical properties, which are deeply related to their function. It is thus needed to quantify the volumetric displacements induced by mechanical load, rather than only surface displacements. In this article, we propose to use Optical Coherence Tomography as a simple and fast method to quantify the volumetric deformation of the cornea under pressure. Indeed, the cornea plays a key role in vision, and any mechanical defect can impact the eye as it is under the intraocular pressure. Our observations show that, in the tangential direction, the cornea deforms more in the posterior than in the anterior region. In the depth direction, we observed a strong compression, with depth-dependent heterogeneity, delineating three distinct regions. This strong compression can be explained only by important outward water fluxes. Our study shows the complexity of human corneal mechanics, highlighting the need of adequate volumetric measure to characterize its strong anisotropy and depth-dependent behavior.

7 April 2026
Verified
Thesis
Closed access
CGChloé Giraudet
Chloé Giraudet
Biomécanique multi-échelle de la cornée saine et pathologique: La cornée est la partie extérieure et transparente de l’œil et un des tissus essentiels à la vision. En effet, elle procure les 2/3 du pouvoir optique de l’œil tout en résistant aux variations de pression intraoculaire journalière auxquelles elle est soumise. Le kératocône est une dystrophie cornéenne idiopathique caractérisée par une ectasie et un amincissement progressif du tissu dans la zone touchée par la pathologie. A ce jour, il n’existe pas d’origine claire et identifiée de la maladie. Une des hypothèses avancées est le changement de géométrie induit par un frottement oculaire répété.Les propriétés mécaniques de la cornée sont liées à la microstructure très particulière de son stroma en contreplaqué de lamelles de collagène et il a été clairement identifié que cette microstructure se désorganise dans le cas d’un kératocône. De nombreux modèles mécaniques ont été développés pour prendre en compte cette microstructure, dans des cas sains et pathologiques, cependant il n’existe à ce jour que très peu de données expérimentales sur la réponse mécanique macroscopique de la cornée pour les valider.L’objectif de cette thèse est donc de caractériser la mécanique cornéenne afin de mieux comprendre l’apparition de la pathologie. Trois questions principales sont investiguées : quels sont les paramètres mécaniques qui influencent l’apparition du kératocône ? Peut-on mesurer la réponse mécanique de la cornée saine afin de compléter les données disponibles dans la littérature ? Quelle est la réponse mécanique de la cornée à la pression intraoculaire après une greffe ?

28 April 2026 in Sensors
Verified
Journal Article
Open access
PDF file
Frederic MarinFrederic Marin
Frederic Marin
CGChloé Giraudet
Chloé Giraudet
PGPauline Camille Gaulmin
Pauline Camille Gaulmin
CMClaire Moiroud
Claire Moiroud
EAEmeline De Azevedo
Emeline De Azevedo
HCHenry Chateau
Henry Chateau
Equine swimming is increasingly used for injury prevention and rehabilitation, but objective analysis of movement during swimming remains limited compared to land-based locomotion. Spatiotemporal parameters are essential for evaluating therapeutic outcomes, yet capturing these parameters is technically challenging due to difficulties in observing limb motion in water. Inertial sensors, already widely applied in equine science, offer a promising solution for measuring swimming kinematics objectively. The objective of this study was to evaluate the reliability of inertial sensors placed on equine distal limbs in detecting key spatiotemporal events during swimming by comparing it with video-based detection made by veterinarians. For the duration of the hindlimb swimming cycle, 24 data values were analysed and showed an “excellent” agreement, with an intraclass correlation coefficient = 0.96, 95% CI: 0.904–0.983, and Bland–Altmann analysis showed an upper limit of agreement of 50 ms (95% CI: 70 ms, 30 ms) and lower one of −60 ms (95% CI: −40 ms, −80 ms). The estimates of the “swimming” duty factor of the hindlimb (n = 24) demonstrated “moderate” to “excellent” with intraclass correlation of 0.82 (95% CI: 0.625–0.920) and limits of agreement of 4.39% (95% CI: 6.21%, 2.53%) and −5.28% (95% CI: −3.42%, −7.14%). The results of the forelimb were mixed, suggesting that the cycle duration and “swimming” duty factor parameters determined for this limb should be used with caution. Overall, the findings confirm that inertial sensors, particularly on the hindlimbs, provide reliable spatiotemporal measurements and are well suited for studying equine swimming.