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Search Results (4,035)

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Keywords = ultrasound assessment

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16 pages, 2619 KB  
Article
Multiparametric Ultrasound Features of the Diffuse Sclerosing Variant of Papillary Thyroid Carcinoma: A Single-Center Case Series
by Monica Latia, Stefania Bunceanu, Andreea Bena, Octavian Constantin Neagoe and Dana Stoian
Diagnostics 2026, 16(2), 346; https://doi.org/10.3390/diagnostics16020346 (registering DOI) - 21 Jan 2026
Abstract
Background/Objectives: The diffuse sclerosing variant of papillary thyroid carcinoma (DSV-PTC) is a rare and aggressive subtype characterized by diffuse gland involvement and early cervical lymph node metastasis. Preoperative differentiation from classic papillary thyroid carcinoma and autoimmune thyroid disease remains challenging on B-mode ultrasound. [...] Read more.
Background/Objectives: The diffuse sclerosing variant of papillary thyroid carcinoma (DSV-PTC) is a rare and aggressive subtype characterized by diffuse gland involvement and early cervical lymph node metastasis. Preoperative differentiation from classic papillary thyroid carcinoma and autoimmune thyroid disease remains challenging on B-mode ultrasound. This study aimed to describe the multiparametric ultrasound features of DSV-PTC in a single-center case series and highlight practical imaging insights. Methods: We retrospectively reviewed seven consecutive patients with histologically confirmed DSV-PTC evaluated at a single center between 2013 and 2025. All patients underwent standardized B-mode ultrasound, color Doppler, and two-dimensional shear-wave elastography prior to surgery. Clinical, autoimmune, cytological, surgical, pathological, and follow-up data were analyzed descriptively. Results: The cohort included five females and two males (mean age 28 years). Autoimmune thyroid disease was present in three patients. High-risk ultrasound features were identified in all cases, with microcalcifications in six patients and a diffuse “snowstorm” appearance in five. Elastography demonstrated increased stiffness in six out of seven lesions (Emean 28–173 kPa; Emax 31–300 kPa). Cervical lymph node metastases were confirmed in all patients. In two cases, elastography aided identification of focal malignant involvement within diffusely altered thyroid parenchyma. All patients underwent total thyroidectomy with central neck dissection; lateral neck dissection and radioiodine therapy were performed selectively. No distant metastases were detected. Conclusions: In this case series, DSV-PTC showed a characteristic multiparametric ultrasound pattern combining high-risk B-mode features with frequently increased tissue stiffness. Elastography provided complementary information, particularly in the presence of autoimmune thyroid disease, by helping localize focal malignant involvement within diffusely altered parenchyma. Full article
(This article belongs to the Special Issue Thyroid Cancer: Types, Symptoms, Diagnosis and Management)
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21 pages, 1236 KB  
Review
Optimizing Lymph Node Staging in Non-Small Cell Lung Cancer Surgery: Evidence, Guidelines, and Quality Improvement Strategies
by Dimitrios E. Magouliotis, Vasiliki Androutsopoulou, Ugo Cioffi, Fabrizio Minervini, Noah Sicouri, Andrew Xanthopoulos and Marco Scarci
J. Clin. Med. 2026, 15(2), 831; https://doi.org/10.3390/jcm15020831 - 20 Jan 2026
Abstract
Lymph node evaluation is a central determinant of oncologic quality in the surgical management of non-small-cell lung cancer (NSCLC). Accurate assessment of hilar and mediastinal lymph nodes underpins pathologic staging, informs postoperative treatment decisions, and remains essential for prognostic stratification and assessment of [...] Read more.
Lymph node evaluation is a central determinant of oncologic quality in the surgical management of non-small-cell lung cancer (NSCLC). Accurate assessment of hilar and mediastinal lymph nodes underpins pathologic staging, informs postoperative treatment decisions, and remains essential for prognostic stratification and assessment of resection completeness. Although international guidelines provide clear recommendations, real-world data consistently demonstrate substantial variability in lymph node staging practices, with inadequate evaluation frequently observed across institutions and surgical settings. Insufficient nodal assessment, manifested as the omission of mediastinal staging, limited station sampling, or low lymph node yield, is associated with reduced nodal upstaging, inappropriate omission of adjuvant therapy, higher recurrence rates, and inferior long-term survival. Contemporary guidance from major societies, including the National Comprehensive Cancer Network, European Society of Thoracic Surgeons, International Association for the Study of Lung Cancer, and the Commission on Cancer, has increasingly converged on a station-based definition of adequacy, emphasizing systematic evaluation of both N1 and N2 nodal stations rather than reliance on absolute node counts alone. In parallel, preoperative mediastinal staging algorithms have evolved toward routine use of endobronchial and esophageal ultrasound as first-line invasive modalities, reserving surgical mediastinoscopy for selected high-risk or inconclusive cases. Evidence from randomized trials, population-level databases, and meta-analyses indicates that thorough nodal assessment improves staging accuracy and survival, while recent data support the selective use of lobe-specific or tailored lymphadenectomy in carefully staged, low-risk early disease. Finally, emerging quality improvement interventions, including standardized specimen handling, operative checklists, and multidisciplinary feedback mechanisms, have demonstrated measurable improvements in guideline adherence and patient outcomes. This narrative review integrates contemporary evidence and guideline recommendations to outline a practical framework for implementing reliable, high-quality lymph node staging in modern lung cancer surgery. Full article
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16 pages, 901 KB  
Review
Biomarkers in Rheumatoid Arthritis: From Traditional Serology to Precision Medicine Integration
by Muhammad Soyfoo and Julie Sarrand
Diagnostics 2026, 16(2), 330; https://doi.org/10.3390/diagnostics16020330 - 20 Jan 2026
Abstract
The biomarker landscape in rheumatoid arthritis (RA) is evolving from reliance on traditional markers toward integrated, multimodal strategies enabling precision medicine approaches. To critically evaluate emerging biomarkers across serological, cellular, genetic, imaging, and multi-omic domains, distinguishing those approaching clinical readiness from those requiring [...] Read more.
The biomarker landscape in rheumatoid arthritis (RA) is evolving from reliance on traditional markers toward integrated, multimodal strategies enabling precision medicine approaches. To critically evaluate emerging biomarkers across serological, cellular, genetic, imaging, and multi-omic domains, distinguishing those approaching clinical readiness from those requiring further development. In this study, a narrative review of the literature published between 2000 and 2024 relevant to clinical decision-making in RA was conducted. Among novel serological markers, 14-3-3η protein and anti-carbamylated protein antibodies show the strongest validation for seronegative disease and prognostic stratification. Calprotectin demonstrates utility for disease activity monitoring and de-escalation decisions. Multi-biomarker disease activity scores provide an objective assessment but lack outcome trial validation. Musculoskeletal ultrasound offers accessible imaging biomarker capability, while MRI bone marrow edema remains the strongest structural progression predictor. Synovial tissue pathotyping has demonstrated proof-of-concept for treatment stratification. Genetic, epigenetic, and metabolomic approaches remain investigational. Key clinical implications include using 14-3-3η and calprotectin to inform seronegative diagnosis and de-escalation decisions, integrating ultrasound for remission verification, and recognizing that emerging biomarkers for extra-articular complications, including cardiovascular risk and venous thromboembolism, represent important unmet needs. Full article
(This article belongs to the Special Issue Clinical Prognostic and Predictive Biomarkers, Third Edition)
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13 pages, 809 KB  
Article
Antenatal Imaging and Neonatal Outcome in Infants with Congenital Cytomegalovirus Infection: The Effect of Valaciclovir
by Francesca Arcieri, Adele Vasta, Sara Sorrenti, Gregorio Volpe, Valentina D’Ambrosio, Daniele Di Mascio, Fabio Natale, Lucia Manganaro, Giuseppina Liuzzi, Maria Caterina Corigliano, Sara Bertolini, Stella Borza, Carla Camerino, Giuseppe Rizzo and Antonella Giancotti
J. Clin. Med. 2026, 15(2), 809; https://doi.org/10.3390/jcm15020809 - 19 Jan 2026
Viewed by 45
Abstract
Background: Congenital cytomegalovirus (cCMV) infection is a leading cause of neonatal morbidity. This retrospective study aimed to evaluate the efficacy of valacyclovir in reducing vertical transmission after primary maternal CMV infection and to assess the diagnostic performance of amniocentesis and prenatal imaging. Methods: [...] Read more.
Background: Congenital cytomegalovirus (cCMV) infection is a leading cause of neonatal morbidity. This retrospective study aimed to evaluate the efficacy of valacyclovir in reducing vertical transmission after primary maternal CMV infection and to assess the diagnostic performance of amniocentesis and prenatal imaging. Methods: Eighty-two pregnant women with confirmed primary CMV infection were included. Maternal CMV serology and viral DNA were assessed in blood and urine, with standardized prenatal care including serial ultrasound examinations and fetal MRI when indicated. Amniocentesis was offered to confirm fetal infection. Valacyclovir (8 g/day) was administered before 24 weeks’ gestation, and neonatal infection was diagnosed by CMV DNA detection in urine at birth. Statistical analyses were performed using SPSS version 27.0. Results: Most infections (62.2%) were diagnosed in the first trimester. Valacyclovir was administered in 97.6% of cases, and amniocentesis was performed in 81.7%, with CMV DNA detected in 19.4%. Among 74 live births, 23% of neonates were CMV-positive and 6.8% symptomatic. Seven infected neonates had negative amniocentesis (false-negative rate, 13.2%). Prenatal ultrasound and MRI failed to detect abnormalities in symptomatic cases. Conclusions: Valacyclovir may reduce, but does not eliminate, the risk of cCMV transmission. Negative amniocentesis does not fully exclude fetal infection, highlighting postnatal follow-up. Full article
(This article belongs to the Section Obstetrics & Gynecology)
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20 pages, 8243 KB  
Review
Advances in the Diagnosis and Management of High-Risk Cardiovascular Conditions: Biomarkers, Intracoronary Imaging, Artificial Intelligence, and Novel Anticoagulants
by Clarissa Campo Dall’Orto, Rubens Pierry Ferreira Lopes, Gilvan Vilella Pinto, Pedro Gabriel Senger Braga and Marcos Raphael da Silva
J. Cardiovasc. Dev. Dis. 2026, 13(1), 52; https://doi.org/10.3390/jcdd13010052 - 19 Jan 2026
Viewed by 133
Abstract
Understanding thrombosis in acute coronary syndromes (ACSs) has evolved through advances in biomarkers, intracoronary imaging, and emerging analytical tools, improving diagnostic accuracy and risk stratification in high-risk patients. This narrative review provides an integrative overview of contemporary evidence from clinical trials, meta-analyses, and [...] Read more.
Understanding thrombosis in acute coronary syndromes (ACSs) has evolved through advances in biomarkers, intracoronary imaging, and emerging analytical tools, improving diagnostic accuracy and risk stratification in high-risk patients. This narrative review provides an integrative overview of contemporary evidence from clinical trials, meta-analyses, and international guidelines addressing circulating biomarkers, intracoronary imaging modalities—including optical coherence tomography (OCT), intravascular ultrasound (IVUS), and near-infrared spectroscopy (NIRS)—artificial intelligence–based analytical approaches, and emerging antithrombotic therapies. High-sensitivity cardiac troponins and natriuretic peptides remain the most robust and guideline-supported biomarkers for diagnosis and prognostic assessment in ACS, whereas inflammatory markers and multimarker strategies offer incremental prognostic information but lack definitive validation for routine therapeutic guidance. Intracoronary imaging with IVUS or OCT is supported by current guidelines to guide percutaneous coronary intervention in selected patients with ACS and complex coronary lesions, leading to improved procedural optimization and clinical outcomes compared with angiography-guided strategies. Beyond procedural guidance, OCT enables detailed plaque characterization and mechanistic insights into ACS, while NIRS provides complementary information on lipid-rich plaque burden, primarily for risk stratification based on observational evidence. Artificial intelligence represents a rapidly evolving tool for integrating clinical, laboratory, and imaging data, with promising results in retrospective and observational studies; however, its clinical application in thrombosis management remains investigational due to the lack of outcome-driven randomized trials. In the therapeutic domain, factor XI inhibitors have demonstrated favorable safety profiles with reduced bleeding and preserved antithrombotic efficacy in phase II and early phase III studies, but their definitive role in ACS management awaits confirmation in large, outcome-driven randomized trials. Overall, the integration of biomarkers, intracoronary imaging, and emerging analytical and pharmacological strategies highlights the potential for more individualized cardiovascular care. Nevertheless, careful interpretation of existing evidence, rigorous validation, and alignment with guideline-directed practice remain essential before widespread clinical adoption. Full article
(This article belongs to the Special Issue Advances in Thrombosis Diagnosis and Antithrombotic Therapy)
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12 pages, 511 KB  
Article
Can GPT-5.0 Interpret Thyroid Ultrasound Images? A Comparative TI-RADS Analysis with an Expert Radiologist
by Yunus Yasar, Sevde Nur Emir, Muhammet Rasit Er and Mustafa Demir
Diagnostics 2026, 16(2), 313; https://doi.org/10.3390/diagnostics16020313 - 19 Jan 2026
Viewed by 125
Abstract
Background/Objectives: Multimodal large language models (LLMs) may directly interpret medical images, including thyroid ultrasounds (USs). Whether these models can reliably assess thyroid nodules—where subtle echogenic and morphological details are critical—remains uncertain. The American College of Radiology (ACR) TI-RADS system provides a structured framework [...] Read more.
Background/Objectives: Multimodal large language models (LLMs) may directly interpret medical images, including thyroid ultrasounds (USs). Whether these models can reliably assess thyroid nodules—where subtle echogenic and morphological details are critical—remains uncertain. The American College of Radiology (ACR) TI-RADS system provides a structured framework for benchmarking artificial intelligence. This study evaluates GPT-5.0’s ability to interpret thyroid US images according to TI-RADS criteria and contextualizes its performance relative to expert radiologist assessment, using FNA cytology as the reference standard. Methods: This retrospective study included 100 patients (mean age 49.8 ± 12.6 years; 72 women) with cytology-confirmed diagnoses: Bethesda II (benign) or Bethesda V–VI (malignant). Each nodule had longitudinal and transverse US images acquired with high-frequency linear probes. A board-certified radiologist (>10 years’ experience) and GPT-5.0 independently assessed TI-RADS features (composition, echogenicity, shape, margin, echogenic foci) and assigned final categories. Agreement was analyzed using Cohen’s κ, and diagnostic performance was calculated using TR4–TR5 as positive for malignancy. Results: Agreement was substantial for composition (κ = 0.62), shape (κ = 0.70), and margin (κ = 0.68); moderate for echogenicity (κ = 0.48); and poor for echogenic foci (κ = 0.12). GPT-5.0 demonstrated a systematic, risk-averse tendency to up-classify nodules, leading to increased TR4–TR5 assignments. Overall, the TI-RADS agreement was 58% (κ = 0.31). The radiologist showed superior diagnostic performance (sensitivity 89%, specificity 85%) compared with GPT-5.0 (sensitivity 67%, specificity 49%), largely driven by false-positive TR4 classifications among benign nodules. Conclusions: GPT-5.0 recognizes several high-level TI-RADS features but struggles with microcalcifications and tends to overestimate malignancy risk within a risk-stratification framework, limiting its standalone clinical use. Ultrasound-specific training and domain adaptation may enable meaningful adjunctive roles in thyroid nodule assessment. Full article
(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
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14 pages, 377 KB  
Article
Comparative Diagnostic Assessment of Karyotyping, Microarray, and Whole Exome Sequencing in Genetically Associated Fetal Growth Restriction
by Libing Luo, Chunchun Chen, Cindy Ka Yee Cheung, Yanyan Li, Xiaoying Dai, Ting Zeng and Ying Wang
Diagnostics 2026, 16(2), 312; https://doi.org/10.3390/diagnostics16020312 - 18 Jan 2026
Viewed by 111
Abstract
Background: Fetal growth restriction (FGR) is a significant obstetric complication associated with increased perinatal morbidity and long-term developmental risks. Despite advances in prenatal diagnosis, the genetic etiology of isolated FGR remains incompletely characterized, complicating genetic counseling and clinical management. Objective: This study aimed [...] Read more.
Background: Fetal growth restriction (FGR) is a significant obstetric complication associated with increased perinatal morbidity and long-term developmental risks. Despite advances in prenatal diagnosis, the genetic etiology of isolated FGR remains incompletely characterized, complicating genetic counseling and clinical management. Objective: This study aimed to systematically evaluate the genetic causes of isolated FGR by integrating karyotyping, chromosomal microarray analysis (CMA), and trio-based whole exome sequencing (trio-WES) and to assess the incremental diagnostic yield of this sequential approach. Methods: A retrospective cohort of 153 fetuses with isolated FGR (diagnosed by ultrasound between February 2018 and July 2024) underwent karyotyping and CMA. Cases with normal results from both tests (n = 50) were subsequently analyzed by trio-WES. Results: Karyotyping identified chromosomal abnormalities in three cases (2.0%). CMA detected pathogenic/likely pathogenic copy number variations (CNVs) or uniparental disomy (UPD) in twelve cases (7.8%), including the three karyotypic abnormalities and nine additional cases (5.9% incremental yield). Trio-WES performed on 50 CMA-negative cases identified pathogenic or likely pathogenic variants in 12 cases (24%). Among these, seven cases (14% of the WES subgroup) harbored variants directly causative of FGR, including one case of UPD(6) missed by CMA alone. Additionally, trio-WES revealed seven incidental pathogenic/likely pathogenic variants not directly linked to FGR and identified one case in which FGR was attributed to maternal hyperphenylalaninemia. Conclusions: The sequential application of CMA and trio-WES significantly improves the diagnostic yield for isolated FGR. Trio-WES proved particularly valuable in detecting UPD and single-gene variants missed by CMA alone and in revealing contributory maternal genetic conditions. These findings support the integration of advanced genetic testing into the diagnostic workup for isolated FGR to enhance etiological diagnosis, facilitate comprehensive genetic counseling, and inform multidisciplinary management. Full article
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13 pages, 1028 KB  
Article
Correlation Between Passive and Active Shear Moduli After a Fatigue Task
by Ricardo Pimenta, Hugo Antunes, Nuno Pimenta, José Pedro Correia and António Veloso
Biomechanics 2026, 6(1), 12; https://doi.org/10.3390/biomechanics6010012 (registering DOI) - 17 Jan 2026
Viewed by 90
Abstract
Objectives: The purpose of this study was to determine whether hamstrings’ passive and active shear moduli measured before and after a fatigue task are correlated. Studying the correlation between passive and active shear moduli is important because, if correlated, passive SWE could provide [...] Read more.
Objectives: The purpose of this study was to determine whether hamstrings’ passive and active shear moduli measured before and after a fatigue task are correlated. Studying the correlation between passive and active shear moduli is important because, if correlated, passive SWE could provide a quicker assessment without requiring fatigue-inducing voluntary contractions. Methods: Forty-seven football players with no history of hamstring strain injury participated. Muscle shear modulus was assessed only in the dominant lower-limb (dominance defined as the preferred kicking limb) using ultrasound-based shear wave elastography at rest and during isometric contractions at 20% of maximal voluntary isometric effort before and immediately after a 10 × 30 m repeated sprint protocol. Results: Regarding sprint performance, a significant decrease of 8.3% was seen between the first and the last sprints (first: 7.14 ± 0.27 m/s; last: 6.60 ± 0.31 m/s; p < 0.001; dz = 1.88 [1.40–2.35]). In relation to the peak torque normalized to bodyweight, a significant decrease of 9.2% was seen between pre and post (pre: 1.98 ± 0.30 Nm/kg; post: 1.83 ± 0.31 Nm/kg; p < 0.001; dz = 0.89 [0.78–0.95]). Regarding the correlation analysis, none of the passive and active shear moduli measures was significantly correlated in any condition (Bonferroni correction for multiple comparisons, significance threshold set at p < 0.004). Conclusions: The results suggest that the hamstrings’ passive and active shear moduli are not correlated after a fatigue task. Full article
(This article belongs to the Section Neuromechanics)
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12 pages, 583 KB  
Case Report
Dysphagia After Cosmetic Submandibular Gland Botulinum Neurotoxin Type A Injection: A Case Report
by Seoyon Yang and You Gyoung Yi
Healthcare 2026, 14(2), 235; https://doi.org/10.3390/healthcare14020235 - 17 Jan 2026
Viewed by 97
Abstract
Background: Cosmetic injection of botulinum neurotoxin type A (BoNT/A) into the submandibular glands is increasingly performed to enhance jawline contour. Although generally considered safe, unintended diffusion of the toxin can impair pharyngeal musculature and lead to dysphagia. Severe aspiration-prone dysphagia after esthetic [...] Read more.
Background: Cosmetic injection of botulinum neurotoxin type A (BoNT/A) into the submandibular glands is increasingly performed to enhance jawline contour. Although generally considered safe, unintended diffusion of the toxin can impair pharyngeal musculature and lead to dysphagia. Severe aspiration-prone dysphagia after esthetic submandibular gland injection has rarely been described. Case Presentation: A healthy 37-year-old woman developed acute oropharyngeal dysphagia the day after receiving cosmetic contouring injections with incobotulinumtoxinA (Xeomin®), administered to both submandibular glands (20 units per gland, performed without ultrasound guidance). She presented to our rehabilitation medicine clinic 11 days later with severe difficulty swallowing solids and liquids. Her functional oral intake was severely restricted (Functional Oral Intake Scale [FOIS] score 3), and the Eating Assessment Tool-10 (EAT-10) score was 24. Videofluoroscopic swallowing study (VFSS) demonstrated markedly delayed pharyngeal swallow initiation, reduced palatal elevation, poor airway protection, consistent laryngeal penetration, and silent aspiration of thin liquids (Penetration–Aspiration Scale score 8). She underwent diet modification and structured dysphagia rehabilitation. At three months, repeat VFSS showed substantial improvement, with only occasional penetration of large-volume thin liquids, corresponding to FOIS 5 and EAT-10 score 8. By five months, VFSS confirmed complete resolution of penetration and aspiration with normalization of swallowing physiology, reflected by a FOIS score of 7 and EAT-10 score of 1. Conclusions: This case demonstrates that cosmetic incobotulinumtoxinA injection into the submandibular glands, particularly when performed without ultrasound guidance, can lead to significant oropharyngeal dysphagia. Clinicians performing esthetic lower-face procedures should be aware of this potential complication and ensure timely swallowing evaluation and rehabilitation when symptoms arise. Full article
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10 pages, 540 KB  
Review
Not All Patients Need a CT When the Appendix Is Not Seen on Ultrasound: A Scoping Review
by Ali Ramji, Justin J. Y. Kim, Gavin Low, Karim Samji and Mitchell P. Wilson
Diagnostics 2026, 16(2), 304; https://doi.org/10.3390/diagnostics16020304 - 17 Jan 2026
Viewed by 121
Abstract
Background/Objective: Recent North American guidelines suggest that CT is indicated for further evaluation where ultrasound (US) is negative, although the negative predictive value (NPV) of ultrasound in adult patients when the appendix is not seen remains unclear. To assess the negative predictive [...] Read more.
Background/Objective: Recent North American guidelines suggest that CT is indicated for further evaluation where ultrasound (US) is negative, although the negative predictive value (NPV) of ultrasound in adult patients when the appendix is not seen remains unclear. To assess the negative predictive value (NPV) of ultrasound in adult patients when the appendix is not seen. Methods: A scoping review of MEDLINE and EMBASE was performed from inception to 13 May 2025 using PRISMA-ScR guidelines to identify studies evaluating the outcome of adult patients where the appendix is not seen on ultrasound, with preference for studies where there were no secondary signs of acute appendicitis (right lower quadrant free fluid, abscess, ileus, echogenic fat or regional lymphadenopathy). Original studies with at least 10 patients were included in the review. The reference standard included a combination of clinical follow-up, CT and/or pathology. Data synthesis was provided as a qualitative review of the existing literature. Results: Six studies were included in the review. The number of included patients range from 12 to 179 with a mean age of 29–38 years. Few studies reported the patient BMI. NPVs ranged from 80 to 90% for all indeterminate ultrasounds and 83 to 95% for studies where secondary signs of appendicitis were excluded (90 to 95% when non-surgical reference standards were included). Two studies reported NPVs of 96–100% when the pre-test probability was low. Conclusions: The NPV of indeterminate ultrasound for adult patients with right lower quadrant pain and no secondary signs of appendicitis is likely ≥90%. When combined with a low clinical suspicion, the NPV is likely >95%. The appropriateness of a subsequent CT indication when the appendix is not visualized on ultrasound should be determined on an individualized basis. Full article
(This article belongs to the Special Issue Advances in Diagnosis of Digestive Diseases)
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11 pages, 1324 KB  
Article
Thickening of Dorsal Foot Nerves: A Frequent Sonographic Finding in Asymptomatic Volunteers, Potentially Leading to False Positive Results
by Veronika Vetchy, Tobias Rossmann, Paata Pruidze, Wolfgang Grisold, Wolfgang J. Weninger and Stefan Meng
Diagnostics 2026, 16(2), 303; https://doi.org/10.3390/diagnostics16020303 - 17 Jan 2026
Viewed by 88
Abstract
Objectives: Compression neuropathies such as Anterior Tarsal Tunnel Syndrome are usually associated with focal thickening at the compression site. This study aimed to determine the frequency and location of thickenings of dorsal foot nerves in asymptomatic, healthy volunteers. We hypothesized that focal [...] Read more.
Objectives: Compression neuropathies such as Anterior Tarsal Tunnel Syndrome are usually associated with focal thickening at the compression site. This study aimed to determine the frequency and location of thickenings of dorsal foot nerves in asymptomatic, healthy volunteers. We hypothesized that focal nerve thickening of dorsal foot nerves is a frequent finding in asymptomatic individuals and occurs at anatomically plausible locations, potentially limiting the specificity of ultrasound in the diagnosis of anterior tarsal tunnel syndrome. Materials and Methods: In this prospective study, the nerves at the dorsal foot were examined with ultrasound in 60 volunteers without clinical signs of neuropathy. Cross-sectional area (CSA) changes along the nerve course were assessed, their anatomical location recorded, and demographic data collected. Results: Focal deep peroneal nerve (DPN) thickening was observed in 45% of participants, with a median CSA of 2.14 mm2 (range: 0.84–5.16) and median length of 3.98 mm (range: 1.46–9.95). The most frequent site was the first tarsometatarsal joint (41%). Thickening occurred across all age groups. Superficial peroneal nerve (SPN) thickening was found in 13.3% of participants, primarily affecting the intermediate branch, with a median CSA of 1.82 mm2 and length of 3.02 mm. No thickening was observed in the sural nerve (SN). A strong correlation was found between CSA and length of DPN thickening (r = 0.67, p < 0.001). Conclusions: Asymptomatic, focal thickening of dorsal foot nerves, particularly the DPN, is a frequent sonographic finding in healthy volunteers. These findings highlight the potential for false-positive ultrasound results and the necessity of correlating imaging findings with clinical examination when evaluating for anterior tarsal tunnel syndrome and similar neuropathies. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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18 pages, 2868 KB  
Article
AdaDenseNet-LUC: Adaptive Attention DenseNet for Laryngeal Ultrasound Image Classification
by Cunyuan Luan and Huabo Liu
BioMedInformatics 2026, 6(1), 5; https://doi.org/10.3390/biomedinformatics6010005 - 16 Jan 2026
Viewed by 131
Abstract
Evaluating the difficulty of endotracheal intubation during pre-anesthesia assessment has consistently posed a challenge for clinicians. Accurate prediction of intubation difficulty is crucial for subsequent treatment planning. However, existing diagnostic methods often suffer from low accuracy. To tackle this issue, this study presented [...] Read more.
Evaluating the difficulty of endotracheal intubation during pre-anesthesia assessment has consistently posed a challenge for clinicians. Accurate prediction of intubation difficulty is crucial for subsequent treatment planning. However, existing diagnostic methods often suffer from low accuracy. To tackle this issue, this study presented an automated airway classification method utilizing Convolutional Neural Networks (CNNs). We proposed Adaptive Attention DenseNet for Laryngeal Ultrasound Classification (AdaDenseNet-LUC), a network architecture that enhances classification performance by integrating an adaptive attention mechanism into DenseNet (Dense Convolutional Network), enabling the extraction of deep features that aid in difficult airway classification. This model associates laryngeal ultrasound images with actual intubation difficulty, providing healthcare professionals with scientific evidence to help improve the accuracy of clinical decision-making. Experiments were performed on a dataset of 1391 ultrasound images, utilizing 5-fold cross-validation to assess the model’s performance. The experimental results show that the proposed method achieves a classification accuracy of 87.41%, sensitivity of 86.05%, specificity of 88.59%, F1 score of 0.8638, and AUC of 0.94. Grad-CAM visualization techniques indicate that the model’s attention is attention to the tracheal region. The results demonstrate that the proposed method outperforms current approaches, delivering objective and accurate airway classification outcomes, which serve as a valuable reference for evaluating the difficulty of endotracheal intubation and providing guidance for clinicians. Full article
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16 pages, 2087 KB  
Review
Transcranial Color Doppler for Assessing Cerebral Venous Outflow in Critically Ill and Surgical Patients
by Amedeo Bianchini, Giovanni Vitale, Gabriele Melegari, Matteo Cescon, Matteo Ravaioli, Elena Zangheri, Maria Francesca Scuppa, Stefano Tigano and Antonio Siniscalchi
Diagnostics 2026, 16(2), 289; https://doi.org/10.3390/diagnostics16020289 - 16 Jan 2026
Viewed by 203
Abstract
In recent years, Transcranial Color Doppler (TCCD) has gained increasing recognition as a non-invasive neuromonitoring tool. However, there remains a strong tendency to view arterial TCCD as the ‘stethoscope for the brain,’ while the assessment of cerebral venous flow is still underrepresented in [...] Read more.
In recent years, Transcranial Color Doppler (TCCD) has gained increasing recognition as a non-invasive neuromonitoring tool. However, there remains a strong tendency to view arterial TCCD as the ‘stethoscope for the brain,’ while the assessment of cerebral venous flow is still underrepresented in clinical protocols. This review aims to explore the emerging role of venous TCCD, particularly when combined with Internal Jugular Vein (IJV) ultrasound, in evaluating cerebral venous outflow in both critically ill and surgical patients. We conducted a narrative review of e-Pub articles from PubMed, MEDLINE, and Scopus, on the pathophysiological factors that impair cerebral venous drainage and their clinical implications in surgical and critical care settings. Based on this evidence, we developed two procedural algorithms that integrate established knowledge of cerebral venous hemodynamics with common clinical conditions affecting venous outflow, including internal jugular central venous catheter placement, mechanical ventilation, and pneumoperitoneum. The algorithms emphasize systematic monitoring of cerebral venous drainage, including assessment of internal jugular vein morphology and Rosenthal’s vein flow, to guide procedural optimization and minimize potential neurological complications. They were informed by validated frameworks, such as the RaCeVa protocol, and are illustrated through two representative clinical case scenarios. Cerebral venous congestion can be induced by multiple established risk factors, including mechanical ventilation, cardiovascular disease, elevated intra-abdominal pressure, the Trendelenburg position, and central venous catheterization. In selected patients, real-time venous TCCD monitoring, combined with IJV assessment, allows early detection of cerebral venous outflow impairment and guides timely hemodynamic and procedural adjustments in both surgical settings and critical care contexts. Venous TCCD neuromonitoring may help prevent intracranial hypertension and its consequent neurological complications. It can guide clinical decisions during procedures that may compromise cerebral venous drainage, such as mechanical ventilation, the placement of large-bore central venous catheters, or laparoscopic and robot-assisted surgeries. Further studies are warranted to validate this strategy and better define its role in specific high-risk clinical scenarios. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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11 pages, 608 KB  
Article
Muscle-Specific Biomechanical Adaptations Following Rehabilitation Treatment in Cervical Spondylosis: A Pilot Study
by Andreea Ancuța Talinga, Roxana Ramona Onofrei, Ada-Maria Codreanu, Veronica Aurelia Romanescu, Marius-Zoltan Rezumeș, Dan-Andrei Korodi, Oana Suciu and Claudia Borza
Life 2026, 16(1), 147; https://doi.org/10.3390/life16010147 - 16 Jan 2026
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Abstract
Background. Cervical spondylosis is a degenerative disorder of the spine, frequently associated with chronic neck pain, reduced mobility, and functional impairment. Patients develop alterations in muscle tone, stiffness, and elasticity, which further contribute to disability. This study aimed to investigate the effects of [...] Read more.
Background. Cervical spondylosis is a degenerative disorder of the spine, frequently associated with chronic neck pain, reduced mobility, and functional impairment. Patients develop alterations in muscle tone, stiffness, and elasticity, which further contribute to disability. This study aimed to investigate the effects of a 14-day standardized rehabilitation program on the biomechanical and contractile properties of cervical and scapular muscles in patients with cervical spondylosis. Methods. This study used a single-group pre–post observational design on 23 patients (16 women, 7 men; mean age 61.1 ± 14.2 years) diagnosed with cervical spondylosis. All participants completed a standardized rehabilitation treatment that included cervical mobilization, stretching, isometric exercises, scapular stabilization, electrotherapy, ultrasound, thermotherapy, and balneotherapy. Muscle properties were evaluated bilaterally using the MyotonPRO® device, measuring frequency, stiffness, decrement, relaxation time, and creep. Assessments were performed in a sitting position for the deltoid, upper trapezius and pectoralis major, both at baseline (T0) and after treatment (T1). Handgrip strength was assessed bilaterally with a handheld dynamometer. Results. The deltoid muscle showed a significant reduction in frequency (14.86 → 13.50 Hz, p = 0.034) and stiffness (306.4 → 256.1 N/m, p = 0.014) on the right side, suggesting normalization of tone and passive resistance. The upper trapezius had a significant bilateral decrease in decrement (p < 0.05), reflecting improved elasticity. The pectoralis major displayed the most consistent adaptations, with increased frequency (right side, p = 0.008), improved relaxation bilaterally (p < 0.05), and significant reductions in decrement and creep (p < 0.01). Handheld dynamometry confirmed increased handgrip strength, with a 5.4% improvement on the left side and 7.6% on the right side. Conclusions. In our study measurable changes in muscle parameters were observed following a rehabilitation program in patients with cervical spondylosis. The integration of myotonometry and dynamometry allowed objective assessment of muscle adaptations supporting the clinical value of individualized rehabilitation strategies. Full article
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Article
High-Frequency Ultrasound Assessment of Basal Cell Carcinoma: Correlations Between Histopathological Subtype, Vascularity, and Age/Sex Distribution
by Klára Szalai, Klaudia Tóth, Judit Hársing, Miklós Gyöngy and Péter Holló
Cancers 2026, 18(2), 274; https://doi.org/10.3390/cancers18020274 - 15 Jan 2026
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Abstract
Background: High-frequency ultrasound (HFUS) has emerged as a valuable non-invasive imaging modality for the preoperative assessment of basal cell carcinoma (BCC). However, its ability to reliably differentiate between histopathological subtypes based on morphological and vascular characteristics requires further validation. Methods: Between January [...] Read more.
Background: High-frequency ultrasound (HFUS) has emerged as a valuable non-invasive imaging modality for the preoperative assessment of basal cell carcinoma (BCC). However, its ability to reliably differentiate between histopathological subtypes based on morphological and vascular characteristics requires further validation. Methods: Between January 2010 and December 2011, 320 patients with a total of 330 histologically confirmed BCC lesions were examined using HFUS (15–18 MHz linear transducer). Lesions were classified according to ultrasound contour (sharp vs. irregular) and vascularity (hypervascular vs. hypovascular) and correlated with histopathological subtype (solid vs. infiltrative). Postoperative ultrasound follow-up was performed in a subset of patients for recurrence detection. Results: Solid BCCs were predominantly characterised by sharp, well-defined margins, whereas infiltrative tumours more frequently exhibited irregular contours. This association was highly significant (χ2 = 24.7, df = 1, p < 0.001; OR = 71.9, 95% CI: 37.0–139.8). Vascularity patterns also differed significantly between subtypes: solid tumours were more likely to present with hypervascular features, while infiltrative tumours more frequently exhibited hypovascular patterns (χ2 = 23.8, df = 1, p < 0.001; OR = 3.24). No statistically significant associations were observed between ultrasound morphology and patient sex or age. Among patients who participated in postoperative HFUS follow-up, seven histologically confirmed recurrences were detected. Conclusions: HFUS provides reliable preoperative information on BCC morphology and vascularity, enabling accurate differentiation between solid and infiltrative subtypes. These findings support the role of HFUS as a valuable adjunct to dermatoscopy in treatment planning and postoperative surveillance of BCC. Full article
(This article belongs to the Section Methods and Technologies Development)
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