Reconstruction Technique Research Articles

An auto-encoder bio medical signal transmission through custom convolutional neural network

The transmission of biomedical signals in real-time is extremely difficult and necessitates the use of cloud and internet of things (IoT) infrastructure. Security is also an important consideration, however, to achieve this, a reconstruction method is developed where the entire signal is fed as an input, just the primary portion, the entire signal is taken then encoded, and then deliver to the destination. It is unlocked using a reconstruction technique without any signal attenuation. The key difficulty is how to manage the sensor network once the input is prepared for transmission. This has problems with extremely high network energy consumption and accurate data collection. The accuracy of data reconstruction through is improved by compressive sensing. The lifespan of the network as a whole could be extended, in this study; the proposed proposed system convolutional neural network (PS-CNN) is an integrated model that combines feature selection and auto-encoder. In order to produce the most useful features for particular tasks, our algorithm can eventually separate the appropriate task units from the irrelevant tasks.

Alternatives to the Gold Standard: A Systematic Review of Profunda Artery Perforator and Lumbar Artery Perforator Flaps for Breast Reconstruction.

Breast reconstruction with the deep inferior epigastric perforator (DIEP) flap is the current gold-standard autologous option. The profunda artery perforator (PAP) and lumbar artery perforator (LAP) flaps have more recently been described as alternatives for patients who are not candidates for a DIEP flap. The aim of this study was to review the survival and complication rates of PAP and LAP flaps, using the DIEP flap as a benchmark. A literature search was conducted using PubMed, MEDLINE, Embase, BIOSIS, Web of Science, and Cochrane databases. Papers were screened by title and abstract, and full texts reviewed by three independent blinded reviewers. Quality was assessed using MINORS criteria. Sixty-three studies were included, for a total of 745 PAP, 62 stacked PAP, 187 LAP, and 23,748 DIEP flap breast reconstructions. The PAP (98.3%) had comparable success rate to DIEP (98.4%), and the stacked PAP (88.7%) and LAP (92.5%) success rate was significantly lower (P < 0.0001). The PAP and LAP groups both had a low incidence of fat necrosis. However, the revision rate for the LAP group was 16.1% whereas the PAP group was 3.3%. Donor site wound dehiscence rate was 2.9 in the LAP group and 9.1% in the PAP group. Profunda artery perforator and DIEP flaps demonstrate very high rates of overall survival. The LAP flap has a lower survival rate. This review highlights the survival and complication rates of these alternative flaps, which may help clinicians in guiding autologous reconstruction technique when a DIEP flap is unavailable.

Advances in Skull Base Reconstruction After Transnasal Endoscopy

Endoscopic transnasal approach have experienced rapid development and gradual maturation in just a few decades (Kassam AB, Prevedello DM, Carrau RL, et al, 2011; Eloy J A, Vivero R J, Hoang K, et al, 2009). It has expanded from the removal of conventional pituitary tumours to the application of an endoscopic extended transsphenoidal approach for the resection of tumours in the intrasellar, suprasellar and even ventricular systems (Cappabianca P, Cavallo L M, Esposito F, et al, 2008). Larger bone and dural defects at the skull base, causing more severe postoperative complications and resulting in a multiplication of the healthcare burden (Eloy J A, Shukla P A, Choudhry O J, et al, 2013). Skull base Reconstruction after tumour removal has become a great challenge. Currently, skull base reconstruction is mainly divided into soft and rigid reconstruction, and soft reconstruction is represented by the technique of pedicled nasal septum mucosal flap (PNSF) (Thorp B D, Sreenath S B, Ebert C S, et al, 2014)0. As for rigid reconstruction, it is still controversial (Shin J, Forbes J, Lehner K, et al, 2019; Eloy J A, Shukla P A, Choudhry O J, et al, 2012). From the current studies, rigid reconstruction has a role that cannot be ignored. In this article, we will describe the development of skull base surgery and several high-profile skull base reconstruction techniques.

Reconstruction Techniques for Head and Neck Cancer Surgery in Free Flap versus Pedicle Flap

Head and neck cancer resection often requires reconstruction to address functional impairments and disfigurement. Microvascular free flaps have become the preferred method, offering diverse tissue options.

Improvement in clinical outcomes following arthroscopic all-inside medial lateral ligament reconstruction for rotational ankle instability.

Rotational ankle instability can be diagnosed in up to 18% of cases of chronic lateral ankle instability. It is characterised by an abnormal increase of talar rotation within the tibiofibular mortise, due to an injury in the most anterior component of the deltoid ligament secondary to a chronic deficiency of the lateral collateral ligament. The aim of this prospective observational study was to investigate the clinical outcomes following arthroscopic all-inside medial and lateral ligament reconstruction for rotational ankle instability. A prospective observational study of consecutive patients undergoing arthroscopic all-inside medial and lateral ligament reconstruction for rotational ankle instability with minimum 6-month follow-up. The primary outcome was a validated patient-reported outcome measure (PROM), the Manchester-Oxford Foot Questionnaire. Secondary outcomes included the EQ-5D, European Foot and Ankle Society score and complications. Between 2020 and 2023, 12 patients underwent primary arthroscopic all-inside medial and lateral ligament reconstruction for rotational ankle instability with pre- and post-operative PROMs available for all 12 patients. The mean ± standard deviation age was 33.9 ± 7.2 years and the mean follow-up was 1.9 ± 1.2 (range: 0.5-3.8, interquartile range: 0.9-3.0) years. There was a significant improvement in all Manchester-Oxford Foot Questionnaire domain scores (p < 0.05): Index 53.1 ± 19.1 to 26.4 ± 27.6, Pain 46.7 ± 20.3 to 26.2 ± 26.8, Walking/Standing 58.7 ± 26.0 to 27.0 ± 30.0 and Social Interaction 51.2 ± 19.5 to 25.6 ± 30.1. There were improvements in EQ-5D-5L Index, VAS and VAS Pain; however, these were not statistically significant. There was one complication-a superficial peroneal nerve injury which resolved with a corticosteroid injection. The arthroscopic all-inside medial and lateral ligament reconstruction technique is a reliable and safe method for treating rotational ankle instability, demonstrating significant improvement in PROMs at a mean 1.9-year follow-up. Level IV.

Outcomes from different aspects indicate the all-inside technique may serve as an ideal option for anterior cruciate ligament reconstruction.

To evaluate the postoperative outcomes of the all-inside technique in arthroscopic anterior cruciate ligament reconstruction (ACLR). Patients who underwent ACLR using the all-inside technique between 2018 and 2021 were retrospectively assessed. All patients were followed up for at least 2 years. Functional recovery and pain relief were assessed using the International Knee Documentation Committee (IKDC) score, Lysholm score, Knee Injury and Osteoarthritis Outcome Score (KOOS) and visual analogue scale (VAS). Instrumented laxity was assessed via side-to-side difference using the Kneelax3 arthrometer. Graft maturity was estimated using the signal-to-noise quotient value based on magnetic resonance imaging (MRI). Adverse events during and after the surgery were recorded. A total of 78 patients were included in this study, with a mean age of 28.1 ± 7.6 years. The IKDC (p < 0.001), Lysholm (p < 0.001) and KOOS (p < 0.001 for all subgroups) scores at the final follow-up were significantly higher than those before the surgery. The VAS scores (p < 0.05) were significantly lower than those before surgery. The side-to-side difference results indicated that 50 patients had a difference of less than 3 mm, indicating a tight graft, whereas only 1 patient had a difference of >5 mm, indicating a loose graft. The median signal-to-noise quotient of the graft on MRI was 1.4 (P25, P75: 1.0, 2.0). No intraoperative adverse events were observed. Postoperative adverse events included three cases of infection, three cases of graft rerupture, two cases of cyclops lesion and one case of surgical intervention for a meniscal tear. ACLR using the all-inside technique offers promising results in patients with ACL rupture. Level IV.

Reconstruction Techniques and Associated Morbidity after Minimally Invasive Gastrectomy for Cancer – Insights from the GastroBenchmark and GASTRODATA databases

Abstract Background Various anastomotic and reconstruction techniques are used to restore intestinal continuity after minimally invasive total (TG) and subtotal distal gastrectomy (DG). Aims Their effects on anastomotic leakage and postoperative morbidity have not been extensively studied. Methods Patients after minimally invasive TG and DG were selected from a cohort of 9356 oncological gastrectomies performed between 2017-2021 in 44 specialized centers. Results Three anastomotic techniques (circular stapled (CS, 3.7%); linear stapled (LS, 93.8%); hand sewn (HS, 2.5%)) and three types of bowel reconstruction (Roux (RX, 51.5%); Billroth I (BI, 23.1%); Billroth II (BII, 25.4%)) were identified after TG (n=878) and DG (n=3334). Postoperative morbidity was higher after TG compared to DG (AL 5.2% vs. 1.1%, p≤0.001; 90-day mortality 1.6% vs. 0.4%, p≤0.001; overall morbidity 28.6% vs. 16.3%, p≤0.001; major morbidity 15.4% vs. 8.0%, p≤0.001). Anastomotic leakage rate in the TG cohort was higher after CS (13.1%) and HS (7.9%) than after LS anastomoses (1.9%, p&amp;lt;0.001). Similarly, overall (CS: 43.9%, HS: 28.6%, LS: 23.1%) and major complications rates (CS: 25.2%, HS: 11.1%, LS: 12.0%) as well as mortality (CS: 4.7%, HS: 2.2%, LS: 0.8%) were higher after CS. Multivariate analysis confirmed anastomotic technique as a predictive factor for anastomotic leakage (Fig. 1), but not for occurrence of mortality, overall and major complications. In the DG cohort, most (98.7%), outcomes were similar for all types of bowel reconstruction: Anastomotic leakage (BI: 1.4%, BII 0.8%, RX 1.2%, p=0.440), 90-day mortality (BI: 0%, BII 0.1%, RY: 1.1%%, p=0.109), overall (BI: 14.5%, BII: 15.0%, RX: 18.7%, p=0.208) and major morbidity (BI: 7.9%, BII: 9.1%, RX: 7.2%, p=0.219). Conclusion In suitable situations, DG should be preferred to TG, as postoperative morbidity is significantly lower. In addition, LS should be the preferred method of anastomosis after TG. Conversely, the techniques for bowel reconstruction can be chosen according to the surgeon's preference.

Low tube voltage and deep-learning reconstruction for reducing radiation and contrast medium doses in thin-slice abdominal CT: a prospective clinical trial.

To investigate the feasibility of low-radiation dose and low iodinated contrast medium (ICM) dose protocol combining low-tube voltage and deep-learning reconstruction (DLR) algorithm in thin-slice abdominal CT. This prospective study included 148 patients who underwent contrast-enhanced abdominal CT with either 120-kVp (600 mgL/kg, n = 74) or 80-kVp protocol (360 mgL/kg, n = 74). The 120-kVp images were reconstructed using hybrid iterative reconstruction (HIR) (120-kVp-HIR), while 80-kVp images were reconstructed using HIR (80-kVp-HIR) and DLR (80-kVp-DLR) with 0.5 mm thickness. Size-specific dose estimate (SSDE) and iodine dose were compared between protocols. Image noise, CT attenuation, and contrast-to-noise ratio (CNR) were quantified. Noise power spectrum (NPS) and edge rise slope (ERS) were used to evaluate noise texture and edge sharpness, respectively. The subjective image quality was rated on a 4-point scale. SSDE and iodine doses of 80-kVp were 40.4% (8.1 ± 0.9 vs. 13.6 ± 2.7 mGy) and 36.3% (21.2 ± 3.9 vs. 33.3 ± 4.3 gL) lower, respectively, than those of 120-kVp (both, p < 0.001). CT attenuation of vessels and solid organs was higher in 80-kVp than in 120-kVp images (all, p < 0.001). Image noise of 80-kVp-HIR and 80-kVp-DLR was higher and lower, respectively than that of 120-kVp-HIR (both p < 0.001). The highest CNR and subjective scores were attained in 80-kVp-DLR (all, p < 0.001). There were no significant differences in average NPS frequency and ERS between 120-kVp-HIR and 80-kVp-DLR (p ≥ 0.38). Compared with the 120-kVp-HIR protocol, the combined use of 80-kVp and DLR techniques yielded superior subjective and objective image quality with reduced radiation and ICM doses at thin-section abdominal CT. Scanning at low-tube voltage (80-kVp) combined with the deep-learning reconstruction algorithm may enhance diagnostic efficiency and patient safety by improving image quality and reducing radiation and contrast doses of thin-slice abdominal CT. Reducing radiation and iodine doses is desirable; however, contrast and noise degradation can be detrimental. The 80-kVp scan with the deep-learning reconstruction technique provided better images with lower radiation and contrast doses. This technique may be efficient for improving diagnostic confidence and patient safety in thin-slice abdominal CT.

Desirable outcome after bone grafting and implants in atropic anterior maxilla with reverse architecture

A significant advancement in dentistry has been made with the successful use of implants to replace missing teeth. Bone volume is frequently deficient in the anterior maxilla, and either the quality and quantity of accessible bone is frequently varying. But nowadays, implants are also being inserted in sites where ridge deficiency vary dimensions. For placing implants in deficient ridges, the surgical specialist has a variety of treatment options thanks to the numerous reconstruction techniques involving bone graft, guided bone regeneration, orthognathic surgery, or bone distraction. Almost every complicated situation involving jaws deficient bone can be effectively treated with these methods if performed appropriately. This case discusses the sequential steps taken in a situation where the anteriors were missing and replaced by implant with placement of bone graft.

Assessment of Early and Late Management of Submental Gunshot Wounds.

Background: Management of submental gunshot wounds is becoming more common and requires complex surgical decisions. Objective: Compare outcomes of early and definitive reconstructive techniques following submental gunshot wounds. Methods: Retrospective chart review evaluated subjects who sustained a self-inflicted submental gunshot. The incidence of complications requiring unplanned operations was compared for early management techniques of skin/soft tissue, bone, and mucosal lining and definitive reconstructive techniques using Fisher's or Pearson Chi-square exact test with p ≤ 0.05 considered statistically significant. Results: The total of 27 patients were included. Early techniques included skin = primary soft tissue closure (n = 19) versus wound vacuum-assisted closure (n = 8); mandible = open reduction internal fixation (ORIF) (n = 19) versus external fixation (n = 8); and oral mucosal lining = primary mucosal closure (n = 20) versus dermal substitute (n = 7). Definitive management included ORIF (n = 10, 37%), ORIF with bone grafting (n = 8, 30%), and microvascular free-flap (n = 9, 33%). The incidence of complications requiring unplanned operation when using dermal substitutes for mucosal lining management was statistically higher than primary closure (p < 0.001); otherwise the complication rates of surgical techniques were equivalent. Conclusion: Several surgical decisions and techniques can be utilized at the time of early and definitive management of submental gunshot wounds. Only the use of dermal substitutes for mucosal lining is associated with a significantly higher rate of unplanned operation.

A 3D Reconstruction Method Based on Homogeneous De Bruijn-Encoded Structured Light

Structured light three-dimensional reconstruction is one of the important methods for non-contact acquisition of sparse texture object surfaces. Variations in ambient illumination and disparities in object surface reflectance can significantly impact the fidelity of three-dimensional reconstruction, introducing considerable inaccuracies. We introduce a robust method for color speckle structured light encoding, which is based on a variant of the De Bruijn sequence, termed the Homogeneous De Bruijn Sequence. This innovative approach enhances the reliability and accuracy of structured light techniques for three-dimensional reconstruction by utilizing the distinctive characteristics of Homogeneous De Bruijn Sequences. Through a pruning process applied to the De Bruijn sequence, a structured light pattern with seven distinct color patches is generated. This approach ensures a more equitable distribution of speckle information.

Alberta reconstructive technique (ART): An innovative approach using digital surgical design and simulation in advanced jaw reconstruction with occlusion-based prefabricated vascularized fibular flaps and primary osseointegrated implant installation.

The Alberta reconstructive technique (ART) is an innovative surgical procedure performed on patients undergoing primary jaw resection and reconstruction. The ART procedure was developed in collaboration with the Institute for Reconstructive Sciences in Medicine and the Division of Otolaryngology-Head and Neck Surgery, University of Alberta.

An evaluation of 'ChatGPT' Compared to Dermatological Surgeons' Choice of Reconstruction of Mohs Surgical Defects.

ChatGPT® (OpenAI; California, USA) is an open-access chatbot developed using artificial intelligence (AI) that generates human-like responses. To evaluate the ChatGPT-4's concordance with three dermatologic surgeons on reconstructions for dermatological surgical defects. A total of 70 cases of non-melanoma skin cancer treated with surgery were obtained from clinical records for analysis. A list of 30 reconstruction options was designed by the main authors which included primary closure, secondary skin closure, skin flaps and skin grafts. Three blinded dermatologic surgeons, along with ChatGPT-4, were asked to select two reconstruction options from the list. Seventy responses were analyzed using Cohen's kappa looking for concordance between each dermatologist and ChatGPT. The level of agreement among dermatologic surgeons was higher compared to that between dermatologic surgeons and ChatGPT, highlighting differences in decision-making. In the best reconstruction technique, the results indicated a fair level of agreement among the dermatologists ranging between κ 0.268 and 0.331. However, the concordance with ChatGPT-4 and the dermatologists was slight with κ values from 0.107 to 0.121. In the analysis of the second-choice options, the dermatologists showed slight agreement. In contrast, the level of concordance between ChatGPT-4 and the dermatologists was below chance. As anticipated, this study reveals variability in medical decisions between dermatologic surgeons and ChatGPT. Although these tools offer exciting possibilities for the future, it's vital to acknowledge the risk of inadvertently rely on non-certified AI for medical advice.

Use of Alloplastic Total Joint Replacement of the Temporomandibular Joint of Growing Patients: A Scoping Review

Temporomandibular joint (TMJ) disorders pose unique challenges in pediatric patients undergoing craniofacial growth. Alloplastic total temporomandibular joint reconstruction (ATJR) techniques have emerged as promising solutions, offering immediate joint function and symptom relief. However, the efficacy and safety of ATJR in this population remain under scrutiny. This scoping review aims to comprehensively summarize the evolving literature on ATJR in growing patients with end-stage TMJ pathology. Our methodology adhered to PRISMA-ScR guidelines, identifying 9 relevant articles. The discussion emphasizes preoperative considerations, treatment selection criteria, and potential complications. While ATJR offers short-term benefits, concerns regarding long-term outcomes persist, necessitating further research. Collaboration among multidisciplinary teams is crucial for optimal patient care. Future research should focus on comparative efficacy and safety, refining treatment algorithms, and long-term follow-up to enhance outcomes and minimize complications in pediatric TMJ pathology.

Perturbations of spinning black holes in dynamical Chern-Simons gravity: Slow rotation equations

The detection of gravitational waves resulting from the coalescence of binary black holes by the LIGO-Virgo-Kagra Collaboration has inaugurated a new era in gravitational physics. These gravitational waves provide a unique opportunity to test Einstein’s general relativity and its modifications in the regime of extreme gravity. A significant aspect of such tests involves the study of the ringdown phase of gravitational waves from binary black hole coalescence, which can be decomposed into a superposition of various quasinormal modes. In general relativity, the spectra of quasinormal modes depend on the mass, spin, and charge of the final black hole, but they can also be influenced by additional properties of the black hole spacetime, as well as corrections to the general theory of relativity. In this work, we focus on a specific modified theory known as dynamical Chern-Simons gravity. We employ the modified Teukolsky formalism developed in a previous study and lay down the foundations to investigate perturbations of slowly rotating black holes admitted by the theory. Specifically, we derive the master equations for the Ψ0 and Ψ4 Weyl scalar perturbations that characterize the radiative part of gravitational perturbations, as well as the master equation for the scalar field perturbations. We employ metric reconstruction techniques to obtain explicit expressions for all relevant quantities. Finally, by leveraging the properties of spin-weighted spheroidal harmonics to eliminate the angular dependence from the evolution equations, we derive two, radial, second-order, ordinary differential equations for Ψ0 and Ψ4, respectively. These two equations are coupled to another radial, second-order, ordinary differential equation for the scalar field perturbations. This work is the first attempt to derive a master equation for black holes in dynamical Chern-Simons gravity using curvature perturbations. The master equations we obtain can then be numerically integrated to obtain the quasinormal mode spectrum of slowly rotating black holes in this theory, making progress in the study of ringdown in dynamical Chern-Simons gravity. Published by the American Physical Society 2024

The Use of the Galea Flap for the Reconstruction of Forehead Defects

The forehead, a vital anatomical unit of the face, is delimited by the anterior hairline superiorly and by the nasal root, eyebrows, and a horizontal line through the lateral canthus inferiorly. Malignant tumors like basal cell carcinomas frequently afflict this region, necessitating meticulous reconstruction techniques to preserve aesthetics and functionality. This article presents an in-depth exploration of the galea flap graft’s efficacy in addressing tissue defect on the forehead, especially in cases of basal cell carcinomas. The surgical procedure involves a wide excision with a 1 cm safety margin, including the frontal muscle and periosteum, followed by exposing the frontal bone. A meticulous approach is taken in tracing the midline, marking the hairline, and planning the left hemi coronal incision to ensure optimal outcomes. The galea flap, vascularized by branches of the superficial temporal artery, is meticulously lifted and transposed downwards to cover the tissue defect, while ensuring the viability of the flap. Postoperative monitoring reveals no signs of cutaneous or vascular damage, with preserved sensory and motor functions attributed to the preservation of the frontal branch of the facial nerve. The discussion delves into the intricate anatomy of the forehead, emphasizing its vascularization, innvervation, and aesthetic subunits such as the glabella and eyebrows. Various surgical techniques, including direct suturing, directed healing, skin grafts, advancement flaps, and two-stage scalp flaps, are examined in light of their efficacy and limitations in forehead reconstruction. The galea flap emerges as a preferred option due to its reliable vascular supply, ease of lifting, and versatility in covering tissue defects while preserving aesthetics. Future research directions are suggested, focusing on refining surgical techniques to achieve optimal outcomes in forehead tissue reconstruction, balancing esthetic results with functional integrit.

Estimation of rock joint roughness using binocular stereo vision

To quickly and cost-effectively evaluate the joint roughness coefficient (JRC) of the rock joints, a technique based on binocular stereo vision was developed to reconstruct the three-dimensional (3D) model. After camera calibration, only two images of rock joints were needed to be captured for 3D reconstruction. Then, the generated point clouds were processed to extract the geometric information, mainly focusing on the JRC calculation. A comparison was made with the point clouds obtained from laser scanning to verify the proposed method, and the possibility of the method in large-scale modeling was also explored. The results show that the proposed technique for 3D reconstruction of rock joints can meet the basic accuracy requirements in laboratory work, and it has a good consistency in roughness estimation with laser scanning. Compared to traditional photogrammetry, this method significantly simplifies the working procedure to improve measurement efficiency and reduce the project cost.

High-contrast, High-angular-resolution Optical Speckle Imaging: Uncovering Hidden Stellar Companions

We explore the possibility of detecting very faint, very close-in stellar companions using large aperture ground-based telescopes and the technique of optical speckle imaging. We examine the state of high-angular-resolution speckle imaging and contrast levels being achieved using current speckle cameras on the Gemini 8 m telescope. We then explore the use of the modern image reconstruction technique—multiframe blind deconvolution (MFBD)—applied to speckle imaging from the Gemini 8 m telescope. We show that MFBD allows us to measure the flux ratio of the imaged stars to high accuracy and the reconstructed images yield higher precision astrometry. Both of these advances provide a large refinement in the derived astrophysical parameters compared with current Fourier techniques. MFBD image reconstructions reach contrast levels of ∼5 × 10−3, near the diffraction limit, to ∼10−4 about 1.″0 away. At these deep contrast levels with angular limits starting near the 8 m diffraction limit (∼20 mas), most stellar companions to a solar-like stars can be imaged in the optical to near-IR bandpass (320–1000 nm). “To Xanadu we go...”—adapted from S. T. Coleridge.

Prepectoral Prosthetic Breast Reconstruction Without ADM Using a Subfascial Approach.

Immediate prosthetic reconstruction has evolved to a prepectoral position. A technique is described where the pectoral and serratus fascia is raised from superiorly. Initially, Vicryl mesh was used to close the superior fascial defect, but later abandoned by using primary closure for tissue expanders, or creating a pocket in the infraclavicular pectoralis muscle after prosthesis (DTI) insertion. The inframammary fold is also reinforced. Patients with a BMI > 30 have axillary liposuction. Retrospective analysis over a 4-year period. Data included age, number of breasts having expanders or DTI. Prosthetic extrusion and follow-up were recorded. The percentage coverage by fascia was calculated. Forty-seven patients (80 breasts) had mean age of 42 years (range 32-62), twelve patients (19 breasts) had Vicryl mesh inserted, while 35 patients (61 breasts) had closure as noted above. Tissue expanders were inserted in 39 breasts (10 mesh, 29 without). DTI (direct to implant) performed in 41 breasts (32 no mesh, 9 with mesh). Three patients with mesh developed recalcitrant seromas. The mean size of prosthesis used was 353ml (range 200-500ml). Extrusion occurred in eight breasts (two with mesh, six without). Mean coverage of the prosthesis by fascia was 74% (range 50-100%), and nine patients also had bilateral axillary liposuction of the axillary roll. Mean follow-up was 13 months. Another technique for immediate prosthetic reconstruction providing an additional layer of prosthetic cover in prepectoral plane, without mesh. Applicable for all grades of ptosis. Extrusion rate is low. This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

Real-time volume rendering with octree-based implicit surface representation

Recent breakthroughs in neural radiance fields have significantly advanced the field of novel view synthesis and 3D reconstruction from multi-view images. However, the prevalent neural volume rendering techniques often suffer from long rendering time and require extensive network training. To address these limitations, recent initiatives have explored explicit voxel representations of scenes to expedite training. Yet, they often fall short in delivering accurate geometric reconstructions due to a lack of effective 3D representation. In this paper, we propose an octree-based approach for the reconstruction of implicit surfaces from multi-view images. Leveraging an explicit, network-free data structure, our method substantially increases rendering speed, achieving real-time performance. Moreover, our reconstruction technique yields surfaces with quality comparable to state-of-the-art network-based learning methods. The source code and data can be downloaded from https://github.com/LaoChui999/Octree-VolSDF.