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1.
GMS Infect Dis ; 12: Doc03, 2024.
Article in English | MEDLINE | ID: mdl-39386382

ABSTRACT

Dermabacter hominis is a gram-positive facultative anaerobic agent. It is a human skin colonizer that can be responsible for opportunistic infections in immunocompromised patients. To date, the infections caused by this agent are related to bone, joint, eye, peritoneal dialysis catheters, abscesses or infected vascular grafts. Overall, it has a favorable outcome with good response to vancomycin, teicoplanin or linezolide, and so it has not been considered a concerning pathogenic agent. We present the first case in scientific literature with isolation of D. hominis in pericardial fluid in the setting of infectious bacterial pericarditis, with an aggressive course and poor evolution.

2.
Emerg Microbes Infect ; 13(1): 2412635, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39360827

ABSTRACT

In 2023, a second wave of the global mpox epidemic, which is mainly affecting men who have sex with men (MSM), was observed in some countries. Herein, we benefited from a large viral sequence sampling (76/121; 63%) and vast epidemiological data to characterise the re-emergence and circulation of the Monkeypox virus (MPXV) in Portugal during 2023. We also modelled transmission and forecasted public health scenarios through a compartmental susceptible-exposed-infectious-recovered (SEIR) model. Our results suggest that the 2023 mpox wave in Portugal resulted from limited introduction(s) of MPXV belonging to C.1.1 sublineage, hypothetically from Asia, followed by sustained viral transmission and potential exportation to other countries. We estimated that the contribution of the MSM high sexual activity group to mpox transmission was 120 (95% CrI: 30-3553) times higher than that of the low sexual activity group. However, among the high sexual activity group, vaccinated individuals likely contributed approximately eight times less [0.123 (95% CrI: 0.068-0.208)] than the unvaccinated ones. Vaccination was also linked to potential reduced disease severity, with a Mpox Severity Score of 6.0 in the vaccinated group compared to 7.0 in unvaccinated individuals. Scenario analysis indicated that transmission is highly sensitive to sexual behaviour, projecting that a slight increase in the MSM sub-population with high sexual activity can trigger new mpox waves. This study strongly supports that continued vaccination, targeted awareness among risk groups and routine genomic epidemiology is needed to anticipate and respond to novel MPXV threats (e.g. global dissemination of clade I viruses).


Subject(s)
Disease Outbreaks , Monkeypox virus , Mpox (monkeypox) , Public Health , Humans , Portugal/epidemiology , Male , Female , Mpox (monkeypox)/epidemiology , Mpox (monkeypox)/transmission , Mpox (monkeypox)/virology , Monkeypox virus/genetics , Adult , Phylogeny , Homosexuality, Male/statistics & numerical data , Middle Aged , Young Adult , Forecasting , Adolescent
3.
Article in English | MEDLINE | ID: mdl-39374540

ABSTRACT

OBJECTIVES: Age is an important factor weighing on revascularization outcomes decisions. We analysed long-term health outcomes of young patients with low complexity coronary anatomy suitable for both CABG and PCI, according to revascularization strategy. METHODS: Patients 60 year-old or less, undergoing invasive coronary angiography between Jan/2007 and Dec/2015, presenting with proximal LAD involvement, left main or multivessel disease and a SYNTAX Score (SS) ≤22 were retrospectively selected. An inverse probability of treatment weight methodology generated a pseudopopulation with well-balanced characteristics, which was used to estimate the average treatment effect between PCI (n = 374) and CABG (n = 173). RESULTS: Mean age was 53 ± 7 yo, 27% had DM and 48% presented with an ACS. Mean SYNTAX Score was 13.6 ± 4.9 and 68% underwent PCI as index revascularization strategy. In the weighed population, the adjusted hazard of the primary end-point of all-cause death at total follow-up (median 9.3 years [IQR: 6.9; 11.7]) was 0.40 (95% CI 0.19-0.7) for CABG vs PCI (incidence-rate 5.8 vs 14.0 deaths/1000-person-years). Accounting for death as competing-risk, the cumulative hazard of new revascularization (sub-distribution HR 0.72; 95% CI 0.32-1.25) and any cause hospital readmission (sub-distribution HR 0.70; 95% CI 0.41-1.07) were lower in CABG patients, as opposed to death/stroke rates at 30-days which were higher with CABG (0.3% vs 1.7%; risk ratio = 5.84). CONCLUSIONS: In this quasi-experimental analysis of young patients with CAD and an equivalent indication for both PCI or CABG, improved long-term health outcomes were favourably associated with CABG, as compared to PCI. These observations support the need for dedicated randomized trials with longer follow-up in order to better inform lifetime treatment options.

4.
Facial Plast Surg Clin North Am ; 32(4): 585-602, 2024 Nov.
Article in English | MEDLINE | ID: mdl-39341675

ABSTRACT

Controversies in Preservation Rhinoplasty" explores the nuanced indications, techniques, and challenges in preservation rhinoplasty (PR), featuring contributions from JC Neves, D Toriumi, and A Göksel. Neves recounts his early career under Wilson Dewes and describes the evolution of PR techniques. Toriumi, having started PR in 2019, discusses his initial cautious approach and subsequent expansion to include patients with more diverse nasal deformities. Göksel highlights the critical role of surgical expertise and individualized patient assessment, advocating for methods like dorsum-plasty osteotomies and the Ballerina maneuver to enhance PR's effectiveness.


Subject(s)
Rhinoplasty , Rhinoplasty/methods , Humans , Osteotomy/methods
5.
Braz Oral Res ; 38: e078, 2024.
Article in English | MEDLINE | ID: mdl-39258631

ABSTRACT

The aim of this study was to assess the effect of adding arginine at different concentrations to commercial and experimental orthodontic resins on shear bond strength (SBS), as well as on the antimicrobial activity of arginine against S. mutans. Metal brackets were bonded onto the surface of 120 bovine incisors using Transbond, OrthoCem, and an experimental resin (ER), adding 0, 2.5, 5, and 7 wt.% of arginine. The SBS test was performed in deionized water at 37 ºC for 24 h, at 0.5 mm/min. SBS test results were subjected to two-way ANOVA and Tukey's test (α = 0.05). CFU/mL data (antimicrobial assessment) were assessed by Kruskal-Wallis and Dunn's tests (α = 0.05). No statistical difference between the resins was observed in untreated groups (p > 0.05). The addition of arginine at 2.5% (27.7 MPa) and 5% (29.0 MPa) increased the SBS of Transbond when compared (p < 0.05) to OrthoCem (18.5 and 15.6 MPa, respectively) and ER (16.3 and 18.1 MPa, respectively). Arginine at 7% improved the SBS of Transbond (24.1 MPa) and ER (21.0 MPa), which was statistically higher (p < 0.05) than OrthoCem (12.6 MPa). OrthoCem did not show a statistically significant difference at the three concentrations of arginine (p > 0.05). The addition of arginine to resins reduced the count of S. mutans (p < 0.05). As for ER, all concentrations of arginine significantly decreased CFU/mL (p < 0.05). Among commercial resins, only 7% of arginine significantly reduced CFU/mL. The addition of arginine did not interfere with the bond strength and demonstrated antibacterial activity against S. mutans.


Subject(s)
Arginine , Materials Testing , Orthodontic Brackets , Resin Cements , Shear Strength , Streptococcus mutans , Arginine/chemistry , Arginine/pharmacology , Animals , Cattle , Streptococcus mutans/drug effects , Analysis of Variance , Resin Cements/chemistry , Time Factors , Reproducibility of Results , Surface Properties/drug effects , Statistics, Nonparametric , Reference Values , Dental Bonding/methods , Bisphenol A-Glycidyl Methacrylate
6.
J Mol Histol ; 55(5): 937-953, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39105943

ABSTRACT

Insufficient evidence regarding how maternal undernutrition affects craniofacial bone development persists. With its unique focus on the impact of gestational protein restriction on calvaria and mandible osteogenesis, this study aims to fill, at least in part, this gap. Female mice were mated and randomized into NP (normal protein) or LP (low protein) groups. On the 18th gestational day (GD), male embryos were collected and submitted to microtomography (µCT), scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDS), PCR, and autophagy dynamic analyses. The study shows that the LP offspring exhibited lower body mass than the NP group, with µCT analysis revealing no volumetric differences in fetus's head. EDS analysis showed lower calcium and higher phosphorus percentages in mandibles and calvaria. SEM assessment evidenced higher hydroxyapatite crystal-like (HC) deposition on the calvaria surface in LP fetus. Conversely, lower HC deposition was observed on the mandible surface, suggesting delayed matrix mineralization in LP fetuses with a higher percentage of collagen fibers in the mandible bone. The autophagy process was reduced in the mesenchyme of LP fetuses. PCR array analysis of 84 genes revealed 27 genes with differential expression in the LP progeny-moreover, increased mRNA levels of Akt1, Mtor, Nfkb, and Smad1 in the LP offspring. In conclusion, the results suggest that gestational protein restriction anticipated bone differentiation in utero, before 18GD, where this process is reduced compared to the control, leading to the reduction in bone area at 15 postnatal day previously observed. These findings provide insights into the molecular and cellular mechanisms of mandible development and suggest potential implications for the Developmental Origins of Health and Disease (DOHaD).


Subject(s)
Mandible , Animals , Female , Mandible/metabolism , Pregnancy , Mice , Male , Autophagy , Osteogenesis , Gene Expression Regulation, Developmental , X-Ray Microtomography , Diet, Protein-Restricted , Skull/metabolism , Skull/embryology , Skull/diagnostic imaging
7.
Port J Card Thorac Vasc Surg ; 31(2): 11-16, 2024 Jul 07.
Article in English | MEDLINE | ID: mdl-38971989

ABSTRACT

The saphenous vein graft (SVG) remains the most used conduit as a second graft in Coronary Artery Bypass Grafting (CABG).1 Traditionally, surgeons harvest SVG with an open approach, making a long incision along the medial part of the leg or thigh. This procedure can potentially result in important complications, such as delayed wound healing, postoperative pain and infection.2 Thus, less invasive techniques for vessel harvesting have grown in popularity. Endoscopic vein harvesting (EVH) is a minimally invasive harvesting procedure, which only requires a short incision, leading to less wound complications and a faster return to normal daily activities. This article intends to describe how we do EVH technique in our centre, from the preparation of the patient to the postoperative period and share some tips and tricks from our experience.


Subject(s)
Coronary Artery Bypass , Endoscopy , Saphenous Vein , Tissue and Organ Harvesting , Humans , Tissue and Organ Harvesting/methods , Saphenous Vein/transplantation , Coronary Artery Bypass/methods , Endoscopy/methods
9.
Proc Inst Mech Eng H ; 238(7): 793-802, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38902971

ABSTRACT

The objective of this study was to synthesize and characterize porous Cellulose Acetate (CA) scaffolds using the electrospinning technique and functionalize the surface of the scaffolds obtained through the dip-coating method with a Hydroxyapatite (HA) nanocomposite and varying concentrations of graphene oxide (GO) for application in tissue engineering regeneration techniques. The scaffolds were divided into four distinct groups based on their composition: 1) CA scaffolds; 2) CAHAC scaffolds; 3) CAHAGOC 1.0% scaffolds; 4) CAHAGOC 1.5% scaffolds. Scaffold analyses were conducted using X-ray Diffraction (XRD), Fourier Transform Infrared Spectroscopy (FTIR), Raman Spectroscopy, Scanning Electron Microscopy with Energy Dispersive Spectroscopy (SEM/EDS), and in vitro cell viability assays (WST). For the biological test analysis, Variance (two-way) was used, followed by Tukey's post-test (α = 0.05). The XRD results revealed the predominant presence of CaP phases in the CAHAC, CAHAGOC 1.0%, and CAHAGOC 1.5% groups, emphasizing the presence of HA in the scaffolds. FTIR demonstrated characteristics of cellulose and PO4 bands in the groups containing HA, confirming the presence of CaP in the synthesized materials, as also indicated by XRD. Raman spectroscopy showed the presence of D and G bands, consistent with GO, confirming the successful incorporation of the HAGO nanocomposite into the scaffolds. The micrographs displayed overlapping electrospun fibers, forming the three-dimensional structure in the produced scaffolds. It was possible to observe hydroxyapatite crystals filling some of these pores, creating a suitable structure for cell adhesion, proliferation, and nutrition, as corroborated by the results of in vitro tests. All scaffolds exhibited high cell viability, with significant cell proliferation. Even after 48 h, there was a slight reduction in the number of cells, but a noteworthy increase in cell proliferation was evident in the CAHAGOC 1.5% group after 48 h (p < 0.05). In conclusion, it can be affirmed that the produced scaffolds demonstrated physical and biological characteristics and properties capable of promoting cell adhesion and proliferation. Therefore, they represent significant potential for application in tissue engineering, offering a new perspective regarding techniques and biomaterials applied in regenerative therapies.


Subject(s)
Cellulose , Durapatite , Graphite , Nanocomposites , Tissue Engineering , Tissue Scaffolds , Graphite/chemistry , Durapatite/chemistry , Cellulose/chemistry , Cellulose/analogs & derivatives , Nanocomposites/chemistry , Tissue Scaffolds/chemistry , Cell Survival/drug effects , Animals
11.
Port J Card Thorac Vasc Surg ; 31(1): 17-22, 2024 May 13.
Article in English | MEDLINE | ID: mdl-38743515

ABSTRACT

INTRODUCTION: Cardiac disease is associated with a risk of death, both by the cardiac condition and by comorbidities. The waiting time for surgery begins with the onset of symptoms and includes referral, completion of the diagnosis and surgical waiting list (SWL). This study was conducted during the COVID-19 pandemic, which affected surgical capacity and patients' morbidities. METHODS: The cohort includes 1914 consecutive adult patients (36.6% women, mean age 67 ±11 years), prospectively registered in the official SWL from January 2019 to December 2021. We analyzed waiting times ranging from 4 days to one year to exclude urgencies and outliers. Priority was classified by the national criteria for non-oncologic or oncology surgery. RESULTS: During the study period, 74% of patients underwent surgery, 19.2% were still waiting, and 4.3% dropped out. Most cases were valvular (41.2%) or isolated bypass procedures (34.2%). Patients were classified as non-priority in 29.7%, priority in 61.8%, and high priority in 8.6%, with significantly different SWL mean times between groups (p<0.001). The overall mean waiting time was 167 ± 135 days. Mortality on SWL was 2.5%, or 1.1 deaths per patient/weeks. There were two mortality independent predictors: age (HR 1.05) and the year 2021 versus 2019 (HR 2.07) and a trend toward higher mortality in priority patients versus non-priority (p=0.065). The overall risk increased with time with different slopes for each year. Using the time limits for SWL in oncology, there would have been a significant risk reduction (p=0.011). CONCLUSION: The increased risk observed in 2021 may be related to the pandemic, either by increasing waiting time or by direct mortality. Since risk stratification is not entirely accurate, waiting time emerges as the most crucial factor influencing mortality, and implementing stricter time limits could have led to lower mortality rates.


Subject(s)
COVID-19 , Cardiac Surgical Procedures , Heart Diseases , Waiting Lists , Humans , Female , Waiting Lists/mortality , Male , COVID-19/epidemiology , Aged , Cardiac Surgical Procedures/mortality , Middle Aged , Heart Diseases/surgery , Heart Diseases/mortality , Heart Diseases/epidemiology , SARS-CoV-2 , Time Factors , Risk Assessment , Pandemics , Time-to-Treatment/statistics & numerical data
12.
Facial Plast Surg ; 2024 May 11.
Article in English | MEDLINE | ID: mdl-38733999

ABSTRACT

The accurate determination of the nasal tip's spatial location is crucial for achieving symmetry in rhinoplasty. Even minor deviations can result in asymmetrical lengths and configurations of the nostrils. Our approach centers on defining the nasal tip position by establishing the midline of the nasal base and projecting an isosceles triangle. This triangle, with the tip as the vertex and alar creases as angles, ensures symmetric sidewalls. The symmetry axis, derived from the isosceles triangle, guides the placement of the tip sidewalls and columella. To implement this, we use anatomical benchmarks such as the implantation of the nasal base and position of the alar creases, considering inherent facial asymmetries. We introduce a laser gadget as an auxiliary tool, projecting perpendicular lines to guide precise midline alignment. Marking specific points, including interbrow midpoint and alar creases, ensures accuracy. In the past 12 months, we applied this methodology in 247 rhinoplasty cases, observing improved outcomes and patient satisfaction. Our proposal of utilizing isosceles triangles provides a streamlined approach to achieving symmetry. The laser device, while beneficial, should be viewed as supportive rather than an absolute guiding measure.

13.
Facial Plast Surg ; 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38698637

ABSTRACT

The development of power instruments has led to great advances in rhinoplasty. It has helped to reduce operating time, minimize damage to the surrounding soft tissues, and allow precision bony modification compared with the use of manual rasps. Burrs help ensure precise results by (i) creating a smooth transition between the lateral nasal sidewall and the face, (ii) treating bony asymmetries, and (iii) producing homogeneous upper and middle thirds that softy translate into the upper lateral cartilages. The aim of this paper is to show applications of cylindrical burrs in rhinoplasty surgery to treat the dorsal upper and middle thirds as well as lateral sidewalls of the nose, regardless of whether the dorsal preservation or structure technique is used. This approach offers a safe, fast, and precise technique that can be used in conjunction with piezo osteotomy to obtain the optimal outcomes.

14.
Facial Plast Surg ; 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38653460

ABSTRACT

This article delves into innovative surgical techniques, the open-book ROOF (retro-orbicularis oculi fat) transposition technique (OBRoof) and the orbicularis-frontalis sliding maneuver (OFS), designed for eyebrow and upper eyelid rejuvenation in the aging process. Emphasis is placed on understanding the dynamic changes occurring within the forehead and eyebrow envelope's five layers and their intrinsic relationships as well as the impact of the ROOF ptosis causing upper eyelid hooding. The OBRoof technique is highlighted for its effectiveness in addressing ptotic volume, offering a rejuvenated appearance by relocating volume to the supraciliary region.In the OFS, we explore the concept of extensive dissection above the upper border of the eyebrow to allow for free repositioning of the eyebrow. The stabilization is based on deep-plane facelift concepts, as the orbicularis oculi muscle corresponds to the superficial muscular aponeurotic system, and it is anchored to the deep layers (periosteum) by passing through the frontal muscle.In summary, this article provides a comprehensive exploration of innovative and minimally invasive techniques for eyebrow and upper eyelid rejuvenation, shedding light on their anatomical foundations, procedural intricacies, and the potential for achieving natural and lasting outcomes.

15.
Facial Plast Surg ; 2024 May 11.
Article in English | MEDLINE | ID: mdl-38631381

ABSTRACT

Rhinoplasty is one of the most complex and challenging procedures in plastic surgery, even for experienced surgeons. Among the steps leading to an aesthetic and functional nose, there is the nasal tip improvement. Today's approach to nasal tip is the product of different techniques shifting through time, mainly from a resection tendency, to preservation and suture use to reshape cartilages. Addressing the lateral crura is vital to an aesthetic nasal tip and it is frequently obtained by adequate suture techniques. The alar-spanning suture described by Perkins is one of such. Regardless of its importance, it was not able to improve convex crura in some cases. The inverted alar-spanning suture (ISS) is an adaptation designed to treat those cases with the suture alone. ISS is a novel technique that can lead to better results treating the convex lateral crura by distributing the force vector in a more effective way. New techniques in rhinoplasty have multiplied, bringing this procedure to a new level and keeping up with the updated notion of restoration instead of excision the ISS is a new, precise, approach to an old problem.

16.
Sci Rep ; 14(1): 7085, 2024 03 26.
Article in English | MEDLINE | ID: mdl-38528043

ABSTRACT

Left ventricular (LV) hypertrophy is a common finding in patients with severe aortic stenosis (AS). Cardiac magnetic resonance (CMR) is the gold-standard technique to evaluate LV remodeling. Our aim was to assess the prevalence and describe the patterns of LV adaptation in AS patients before and after surgical aortic valve replacement (AVR). Prospective study of 130 consecutive patients (71y [IQR 68-77y], 48% men) with severe AS, referred for surgical AVR. Patterns of LV remodeling were assessed by CMR. Besides normal LV ventricular structure, four other patterns were considered: concentric remodeling, concentric hypertrophy, eccentric hypertrophy, and adverse remodeling. At baseline CMR study: mean LV indexed mass: 81.8 ± 26.7 g/m2; mean end-diastolic LV indexed volume: 85.7 ± 23.1 mL/m2 and median geometric remodeling ratio: 0.96 g/mL [IQR 0.82-1.08 g/mL]. LV hypertrophy occurred in 49% of subjects (concentric 44%; eccentric 5%). Both normal LV structure and concentric remodeling had a prevalence of 25% among the cohort; one patient had an adverse remodeling pattern. Asymmetric LV wall thickening was present in 55% of the patients, with predominant septal involvement. AVR was performed in 119 patients. At 3-6 months after AVR, LV remodeling changed to: normal ventricular geometry in 60%, concentric remodeling in 27%, concentric hypertrophy in 10%, eccentric hypertrophy in 3% and adverse remodeling (one patient). Indexes of AS severity, LV systolic and diastolic function and NT-proBNP were significantly different among the distinct patterns of remodeling. Several distinct patterns of LV remodelling beyond concentric hypertrophy occur in patients with classical severe AS. Asymmetric hypertrophy is a common finding and LV response after AVR is diverse.


Subject(s)
Aortic Valve Stenosis , Aortic Valve , Male , Humans , Female , Aortic Valve/diagnostic imaging , Aortic Valve/surgery , Ventricular Remodeling/physiology , Prospective Studies , Aortic Valve Stenosis/diagnostic imaging , Aortic Valve Stenosis/surgery , Hypertrophy, Left Ventricular/diagnostic imaging , Magnetic Resonance Spectroscopy , Ventricular Function, Left/physiology
17.
Facial Plast Surg ; 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38471660

ABSTRACT

This study aims to explain our experience with dorsal preservation osteotomies, focusing on transverse, lateral, and dorsal aesthetic lines (DAL) osteotomies. We describe the utilization of a variety of surgical instruments, including osteotomes, saws, burrs, and piezo. This paper describes our concept of transcutaneous ultrasonic osteotomy, microedged-specific osteotomy, applying drills for lateral wall reshaping, and integrating piezo technology to establish new DAL. Furthermore, we present a radix-skull base computed tomography series analysis to evaluate the safety of transverse and radix osteotomies.

18.
Int J Mol Sci ; 25(5)2024 Feb 20.
Article in English | MEDLINE | ID: mdl-38473725

ABSTRACT

Environmental sustainability is an increasing challenge in the pharmaceutical field, leading to the search for eco-friendly active ingredients. Among natural ingredients, propolis arises as an excellent alternative, being a complex substance with pharmacological properties. This work aims to explore the potential of propolis as a new pharmaceutical ingredient for the replacement of conventional vulvovaginal antifungals. Propolis extracts were obtained by Ultrasound-Assisted Extraction using different solvents (water, water/ethanol (50:50, v/v), and ethanol). Afterwards, the extracts were characterized regarding total phenolic content (TPC), antioxidant/antiradical activities, radical scavenging capacity, antifungal activity against strains of Candida species, and viability effect on two female genital cell lines. The aqueous extract achieved the best TPC result as well as the highest antioxidant/antiradical activities and ability to capture reactive oxygen species. A total of 38 phenolic compounds were identified and quantified by HPLC, among which ferulic acid, phloridzin and myricetin predominated. Regarding the anti-Candida spp. activity, the aqueous and the hydroalcoholic extracts achieved the best outcomes (with MIC values ranging between 128 and 512 µg/mL). The cell viability assays confirmed that the aqueous extract presented mild selectivity, while the hydroalcoholic and alcoholic extracts showed higher toxicities. These results attest that propolis has a deep potential for vulvovaginal candidiasis management, supporting its economic valorization.


Subject(s)
Candidiasis, Vulvovaginal , Propolis , Female , Humans , Propolis/pharmacology , Antioxidants/pharmacology , Ethanol/pharmacology , Phenols/pharmacology , Antifungal Agents/pharmacology , Candida , Water/chemistry , Plant Extracts/pharmacology
19.
Eur J Radiol ; 172: 111341, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38340426

ABSTRACT

X-ray imaging plays a crucial role in diagnostic medicine. Yet, a significant portion of the global population lacks access to this essential technology due to a shortage of trained radiologists. Eye-tracking data and deep learning models can enhance X-ray analysis by mapping expert focus areas, guiding automated anomaly detection, optimizing workflow efficiency, and bolstering training methods for novice radiologists. However, the literature shows contradictory results regarding the usefulness of eye-tracking data in deep-learning architectures for abnormality detection. We argue that these discrepancies between studies in the literature are due to (a) the way eye-tracking data is (or is not) processed, (b) the types of deep learning architectures chosen, and (c) the type of application that these architectures will have. We conducted a systematic literature review using PRISMA to address these contradicting results. We analyzed 60 studies that incorporated eye-tracking data in a deep-learning approach for different application goals in radiology. We performed a comparative analysis to understand if eye gaze data contains feature maps that can be useful under a deep learning approach and whether they can promote more interpretable predictions. To the best of our knowledge, this is the first survey in the area that performs a thorough investigation of eye gaze data processing techniques and their impacts in different deep learning architectures for applications such as error detection, classification, object detection, expertise level analysis, fatigue estimation and human attention prediction in medical imaging data. Our analysis resulted in two main contributions: (1) taxonomy that first divides the literature by task, enabling us to analyze the value eye movement can bring for each case and build guidelines regarding architectures and gaze processing techniques adequate for each application, and (2) an overall analysis of how eye gaze data can promote explainability in radiology.


Subject(s)
Deep Learning , Eye-Tracking Technology , Radiology , Humans , Radiology/education , Eye Movements/physiology , Fixation, Ocular/physiology
20.
Biochim Biophys Acta Mol Basis Dis ; 1870(3): 167042, 2024 03.
Article in English | MEDLINE | ID: mdl-38296115

ABSTRACT

Inflammatory bowel disease (IBD) encompasses a set of chronic inflammatory conditions, namely Crohn's disease and ulcerative colitis. Despite all advances in the management of IBD, a definitive cure is not available, largely due to a lack of a holistic understanding of its etiology and pathophysiology. Several in vitro, in vivo, and ex vivo models have been developed over the past few decades in order to abbreviate remaining gaps. The establishment of reliable and predictable in vitro intestinal inflammation models may indeed provide valuable tools to expedite and validate the development of therapies for IBD. Three-dimensional (3D) models provide a more accurate representation of the different layers of the intestine, contributing to a stronger impact on drug screening and research on intestinal inflammation, and bridging the gap between in vitro and in vivo research. This work provides a critical overview on the state-of-the-art on existing 3D models of intestinal inflammation and discusses the remaining challenges, providing insights on possible pathways towards achieving IBD mimetic models. We also address some of the main challenges faced by implementing cell culture models in IBD research while bearing in mind clinical translational aspects.


Subject(s)
Colitis, Ulcerative , Crohn Disease , Inflammatory Bowel Diseases , Humans , Inflammatory Bowel Diseases/etiology , Crohn Disease/diagnosis , Crohn Disease/etiology , Crohn Disease/therapy , Cell Culture Techniques , Inflammation/complications
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