Marx Ribeiro

Mr. Marx Ribeiro

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

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

Representative Publications

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30 October 2021 in European Spine Journal
Verified
Journal Article
Open access
PDF file
LNLuis Fernando Nicolini
Luis Fernando Nicolini
PKPhilipp Kobbe
Philipp Kobbe
JSJana Seggewiß
Jana Seggewiß
JGJohannes Greven
Johannes Greven
MRMarx Ribeiro
Marx Ribeiro
PTPer D. Trobisch
Per D. Trobisch
Purpose: There is a paucity of studies on new vertebral body tethering (VBT) surgical constructs especially regarding their potentially motion-preserving ability. This study analyses their effects on the ROM of the spine. Methods: Human spines (T10-L3) were tested under pure moment in four different conditions: (1) native, (2) instrumented with one tether continuously connected in all vertebrae from T10 to L3, (3) additional instrumented with a second tether continuously connected in all vertebrae from T11 to L3, and (4) instrumented with one tether and one titanium rod (hybrid) attached to T12, L1 and L2. The instrumentation was inserted in the left lateral side. The intersegmental ROM was evaluated using a magnetic tracking system, and the medians were analysed. Please check and confirm the author names and initials are correct. Also, kindly confirm the details in the metadata are correct. The mentioned information is correct Results: Compared to the native spine, the instrumented spine presented a reduction of less than 13% in global ROM considering flexion–extension and axial rotation. For left lateral bending, the median global ROM of the native spine (100%) significantly reduced to 74.6%, 66.4%, and 68.1% after testing one tether, two tethers and the hybrid construction, respectively. In these cases, the L1-L2 ROM was reduced to 68.3%, 58.5%, and 38.3%, respectively. In right lateral bending, the normalized global ROM of the spine with one tether, two tethers and the hybrid construction was 58.9%, 54.0%, and 56.6%, respectively. Considering the same order, the normalized L1-L2 ROM was 64.3%, 49.9%, and 35.3%, respectively. Conclusion: The investigated VBT techniques preserved global ROM of the spine in flexion–extension and axial rotation while reduced the ROM in lateral bending.

3 December 2022 in European Journal of Medical Research
Verified
Journal Article
Open access
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JSJana Seggewiss
Jana Seggewiss
LNLuis Fernando Nicolini
Luis Fernando Nicolini
PLPhilipp Lichte
Philipp Lichte
JGJohannes Greven
Johannes Greven
MRMarx Ribeiro
Marx Ribeiro
MPMiguel Pishnamaz
Miguel Pishnamaz
Background: The surgical treatment of inferior patellar pole fractures can be a challenge, especially in geriatric patients, who are particularly frequently affected by osteoporosis. The objective of this biomechanical study was to compare the performance of suture anchor and transosseous suture fixation in fractures of the inferior patellar pole in context of bone mineral density.Methods: Twelve fresh-frozen human cadaveric knees received a transverse osteotomy, simulating an AO/OTA 34C1.3 inferior pole fracture of the patella. These fractures were fixated with either suture anchors (SA; Corkscrew®FT 4.5 mm) or transosseous suture (TS; #2 FiberWire®). Cyclic loading tests were performed by pulling the quadriceps tendon against gravity from 90° flexion to almost full extension (5°) for 1000 cycles. Motion and fracture gap displacement were tracked until failure occurred. Subsequently, loading to failure tests followed. Differences between groups were compared using unpairedt-tests, and correlations were calculated with Pearson’s correlation coefficient.Results: The suture anchor group showed significantly fewer cycles to failure than the transosseous suture group (SA: 539.0 ± 465.6 cycles, TS: 1000 ± 0 cycles,P = 0.04). Bone mineral density correlated positively with cycles to failure in the suture anchor group (Pearson’sr = 0.60,P = 0.02). No differences in fracture gap displacement could be proven after 100 cycles (SA: 4.1 ± 2.6 mm, TS: 6.5 ± 2.6 mm,P = 0.19); 500 cycles (SA: 6.4 ± 6.1 mm, TS: 9.6 ± 3.8 mm,P = 0.39); and 1000 cycles (SA: 4.0 ± 0.4 mm, TS: 11.0 ± 4.5 mm,P = 0.08). Furthermore, the mean destructive load to failure in the suture anchor group was also significantly lower than in the transosseous suture group (SA: 422.4 ± 212.2 N, TS: 825.7 ± 189.3 N,P = 0.04).Conclusions: Suture anchors may be a viable alternative to transosseous suture in younger patients for clinical advantages, but in osteoporotic bone, the more stable osteosynthesis with transosseous suture continues to prove superior. Therefore, trauma surgeons might consider the use of transosseous suture in elderly patients, especially in those presenting with low bone mineral density values.

8 January 2025 in Computers in Biology and Medicine
Verified
Journal Article
Open access
MAMatan Atad
Matan Atad
GGGabriel Gruber
Gabriel Gruber
MRMarx Ribeiro
Marx Ribeiro
LNLuis Fernando Nicolini
Luis Fernando Nicolini
RGRobert Graf
Robert Graf
JKJan Kirschke
Jan Kirschke
Accurate calibration of finite element (FE) models is essential across various biomechanical applications, including human intervertebral discs (IVDs), to ensure their reliability and use in diagnosing and planning treatments. However, traditional calibration methods are computationally intensive, requiring iterative, derivative-free optimization algorithms that often take days to converge. This study addresses these challenges by introducing a novel, efficient, and effective calibration method demonstrated on a human L4-L5 IVD FE model as a case study using a neural network (NN) surrogate. The NN surrogate predicts simulation outcomes with high accuracy, outperforming other machine learning models, and significantly reduces the computational cost associated with traditional FE simulations. Next, a Projected Gradient Descent (PGD) approach guided by gradients of the NN surrogate is proposed to efficiently calibrate FE models. Our method explicitly enforces feasibility with a projection step, thus maintaining material bounds throughout the optimization process. The proposed method is evaluated against state-of-the-art Genetic Algorithm (GA) and inverse model baselines on synthetic and in vitro experimental datasets. Our approach demonstrates superior performance on synthetic data, achieving a Mean Absolute Error (MAE) of 0.06 compared to the baselines' MAE of 0.18 and 0.54, respectively. On experimental specimens, our method outperforms the baseline in 5 out of 6 cases. While our approach requires initial dataset generation and surrogate training, these steps are performed only once, and the actual calibration takes under three seconds. In contrast, traditional calibration time scales linearly with the number of specimens, taking up to 8 days in the worst-case. Such efficiency paves the way for applying more complex FE models, potentially extending beyond IVDs, and enabling accurate patient-specific simulations.

14 December 2023 in Computers in Biology and Medicine
Verified
Journal Article
Closed access
LNLuis Fernando Nicolini
Luis Fernando Nicolini
RORafael Carreira Oliveira
Rafael Carreira Oliveira
MRMarx Ribeiro
Marx Ribeiro
MSMarcus Stoffel
Marcus Stoffel
Bernd MarkertBernd Markert
Bernd Markert
EFEduardo Alberto Fancello
Eduardo Alberto Fancello

19 November 2025 in Journal of Orthopaedic Surgery and Research
Verified
Journal Article
Open access
MRMarx Ribeiro
Marx Ribeiro
EFEduardo A. Fancello
Eduardo A. Fancello
JSJana Seggewiß
Jana Seggewiß
JGJohannes Greven
Johannes Greven
APAndreas Prescher
Andreas Prescher
LNLuis F. Nicolini
Luis F. Nicolini
Purpose: Vertebral Body Tethering (VBT) is emerging as a promising approach for treating Adolescents with Idiopathic Scoliosis. This study aims to address the limited experimental research on vertebral body tethering by examining its biomechanical effects on the segmental spinal range of motion (ROM). Methods: Six human spine samples (T10-L3) were subjected to pure moment testing under four different conditions: native, and instrumentation with single-tether (T10-L3), double-tether (T11-L3), and hybrid (T12-L2) techniques in flexion (FL) and extension (EX), lateral bending (LB), and axial rotation (AR). The intersegmental ROM was measured from sensors inserted in each vertebra using an electromagnetic tracking system. Results: All instrumented cases preserved at least 80% of the native segmental ROM during FL-EX for all tested segments. In AR, all segments preserved at least 88% ROM mobility for single-tether and double-tether, or 65% for the hybrid technique. In LB, the ROM was reduced to 55% for a single-tether, 47% for a double-tether, and 29% for a hybrid system. The hybrid construct tended to relatively increase the ROM of adjacent levels near the titanium rod when compared with the single-tether or double-tether. Conclusion: This study provided experimental data on individual segment motion under VBT. The findings indicate that VBT techniques preserve a significant portion of FL-EX and AR ROM for all segments. However, the tested VBT constructs provide stability for the spine in LB.

1 January 2025 in Brazilian Journal of Pharmaceutical Sciences
Verified
Journal Article
Open access
PDF file
MRMarx Ribeiro
Marx Ribeiro
Juliana CardosoJuliana Cardoso
Juliana Cardoso
JMJosé Eduardo Severino Martins
José Eduardo Severino Martins
APAline Ferreira Pinto
Aline Ferreira Pinto
Eliana B. SoutoEliana B. Souto
Eliana B. Souto
Patricia SeverinoPatricia Severino
Patricia Severino
The landscape of scientific research in Latin America (LA), particularly in the realms of the Physiologically Based Pharmacokinetic (PBPK) and Physiologically Based Biopharmaceutic models (PBPM), is a mosaic of varied contributions, collaborations, and specializations. This study examines research production in the region using data from the Scopus and PubMed databases collected between 2011 and 2023. Brazil stands out as a prominent country in terms of the quantity of publications. When considering thematic specialization, Colombia cones first as the country with the greatest Relative Specialization Index (RSI), followed by Brazil, Cuba, Uruguay, Mexico, and Argentina. Regarding internationalization, Brazil and Mexico are currently exerting significant influence, particularly through their increasing cooperation with the United States and Europe. Interestingly, there is a lack of cooperation inside Latin America at the regional level. Regarding the contribution of Latin-American institutions, the State University of Maringá leads in number of publications, followed by the University of São Paulo and the Federal University of São Paulo. In this work, we analyzed the strengths and weaknesses of LA’s scientific contributions, offering a roadmap for future collaborative and specialized efforts in the field of PBPK and PBBM.