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Diagnostics, Volume 16, Issue 5

2026 March-1 - 175 articles

Cover Story: Hypertrophic cardiomyopathy (HCM) and dilated cardiomyopathy are major causes of heart failure and sudden cardiac death, and diagnosis relies on echocardiography or magnetic resonance imaging. In this study, we created an open-source pipeline that uses only electrocardiograms (ECGs) and machine learning to separate cardiomyopathy phenotypes. By extracting traditional ECG features alongside spatial 3D vectorcardiographic representations, the models distinguish HCM from ischemic and non-ischemic dilated cardiomyopathy. We also identify features associated with obstruction within HCM without using ultrasound imaging. Relying wholly on open-access clinical data and methods that can be reproduced anywhere, this work demonstrates how ECG recordings combined with machine learning may support scalable screening for cardiomyopathy. View this paper
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Articles (175)

  • Article
  • Open Access
33 Citations
1,563 Views
27 Pages

Background/Objectives: Brain tumors are among the most severe neurological disorders, and their variability in size, morphology, and anatomical location complicates early and accurate diagnosis. Although magnetic resonance imaging (MRI) is the most r...

(This article belongs to the Special Issue 3rd Edition: AI/ML-Based Medical Image Processing and Analysis)
  • Article
  • Open Access
1 Citations
735 Views
13 Pages

Sun-Exposed vs. Non-Sun-Exposed Areas: Epidemiology and Pathogenesis of Non-Metastatic Merkel Cell Carcinoma

  • Alexander Yakobson,
  • Ronen Brenner,
  • Hanna T. Frumin Edri,
  • Anna Ievko,
  • Sofiia Turaieva,
  • Tanzilya Tairov,
  • Ilia Berezhnov,
  • Shlomit Fenig,
  • Eyal Fenig and
  • Walid Shalata
  • + 2 authors

Background: Merkel cell carcinoma (MCC) is a rare and aggressive cutaneous neuroendocrine malignancy. The prognostic impact of sun exposure at the primary tumor site in localized and locally advanced MCC remains incompletely defined. We aimed to comp...

(This article belongs to the Special Issue Advances in Diagnosis and Management of Skin Diseases)
  • Article
  • Open Access
2 Citations
985 Views
12 Pages

Comparison of Manual, Semi-Automatic, and Automatic CT-Based Methods for Liver Volume Segmentation

  • Berna Dogan,
  • Sadik Bugrahan Simsek,
  • Sefa Sonmez,
  • Merve Nur Ozgen Sonmez,
  • Omur Dasci and
  • Zafer Ozmen

Background/Objectives: To evaluate whether semi-automatic and automatic CT-based liver segmentation methods can provide clinically acceptable volumetric agreement compared with manual segmentation while improving processing efficiency in routine prac...

(This article belongs to the Section Medical Imaging and Theranostics)
  • Article
  • Open Access
1 Citations
2,712 Views
12 Pages

Background: The Ki-67 labeling index (LI) is a widely used marker of tumour proliferation, yet its manual assessment is time-consuming and subject to substantial inter-observer variability. Automated methods may improve reproducibility, but their cli...

(This article belongs to the Special Issue Artificial Intelligence in Pathological Image Analysis—2nd Edition)
  • Article
  • Open Access
4 Citations
1,038 Views
19 Pages

Background/Objectives: Glaucoma is a leading cause of irreversible blindness worldwide, making accurate and efficient detection methods essential. One primary concern with glaucoma is that it often presents no early symptoms. Vision loss typically be...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Article
  • Open Access
829 Views
21 Pages

Association Between Serum Testosterone Levels and Coronary Artery Stenosis: A Cross-Sectional Study in Central European Population

  • Pavol Fülöp,
  • Zuzana Pella,
  • Tibor Porubän,
  • Peter Hreško,
  • František Pavol Zajac,
  • Mariana Dvorožňáková,
  • Štefan Tóth and
  • Dominik Pella

Background: The relationship between testosterone and coronary artery disease (CAD) remains a subject of debate. Most studies suggest an inverse association—lower testosterone, higher risk. However, data from Central European populations underg...

(This article belongs to the Section Clinical Diagnosis and Prognosis)
  • Article
  • Open Access
1,074 Views
12 Pages

Assessment of Optimal Stent Implantation with the Use of Optical Coherence Tomography in Patients with Coronary Artery Disease

  • Alexandros Kaperonis,
  • Alexandru Scafa-Udriște,
  • Cosmin Mihai,
  • Vlad Bataila,
  • Bogdan Marian Drăgoescu,
  • Vlad Ploscaru,
  • Diana Zamfir,
  • Radu Popescu,
  • Daniel Tonu and
  • Lucian Calmac

Background/Objective: Percutaneous coronary intervention (PCI) has a pivotal role in the treatment of coronary artery disease (CAD). Although PCI is generally guided only angiographically, advancements in intravascular imaging, particularly in optica...

(This article belongs to the Special Issue Multimodal Cardiac Imaging: Diagnostic and Prognostic Advances)
  • Article
  • Open Access
945 Views
11 Pages

AI-Assisted OCT Imaging for Core Needle Biopsy Guidance: The 1st in Humans Study

  • Nicusor Iftimia,
  • Poonam Yadav,
  • Michael Primrose,
  • Gopi Maguluri,
  • Jack Jones,
  • John Grimble and
  • Rahul Anil Sheth

Background: The heterogeneous nature of cancer with varying degrees of fat, necrosis, fibrosis, and varying degrees of tissue repair severely impacts the success of acquiring adequate tissue samples during percutaneous image-guided biopsy. Although u...

(This article belongs to the Special Issue Expanding Horizons: Optical Coherence Tomography in Cross-Specialty Diagnostic Practice)
  • Article
  • Open Access
802 Views
11 Pages

Evaluation of the Impact of Different Skeletal Orthodontic Anomalies on Condylar Asymmetry Using Cone-Beam Computed Tomography

  • Muhammet Bahattin Bingul,
  • Seda Kotan,
  • Saadet Cinarsoy Cigerim and
  • Mevlude Yuce Polat

Background/Objectives: This study aims to evaluate mandibular condylar asymmetry in individuals with different types of skeletal malocclusions using a three-dimensional imaging technique, and to determine the relationship between these anomalies and...

(This article belongs to the Special Issue Diagnosis and Management in Oral and Maxillofacial Surgery)
  • Article
  • Open Access
1 Citations
1,382 Views
14 Pages

Morphological Variability of Sphenoid Sinus Pneumatization and Its Impact on Adjacent Neurovascular Structures

  • Panagiotis Papadopoulos-Manolarakis,
  • George Triantafyllou,
  • Christos Georgalas,
  • Ioannis Paschopoulos,
  • George Stranjalis and
  • Maria Piagkou

Background/Objectives: The sphenoid sinus (SS) exhibits marked morphological variability, influencing the relationship of critical neurovascular skull base structures. This study aimed to characterize sphenoid sinus pneumatization (SSP) patterns and...

(This article belongs to the Special Issue Brain/Neuroimaging 2025–2026)
  • Article
  • Open Access
815 Views
23 Pages

Atherogenic Lipid Indices in Colorectal Cancer: Metabolic Associations and Survival Outcomes

  • Răzvan Alexandru Marinescu,
  • Daniela Marinescu,
  • Lidia Boldeanu,
  • Ana-Maria Ciurea,
  • Marius Bică,
  • Ștefan Pătrașcu,
  • Victor Dan Eugen Strâmbu,
  • Petru Adrian Radu,
  • Petrica Popa and
  • Valeriu Șurlin
  • + 2 authors

Background/Objectives: Type 2 diabetes mellitus (T2DM) and atherogenic dyslipidemia have been implicated in colorectal cancer (CRC) development, but their prognostic relevance after cancer diagnosis remains unclear. This study aimed to evaluate the a...

(This article belongs to the Special Issue Diagnosis and Management of Colorectal Diseases, 2nd Edition)
  • Article
  • Open Access
1,010 Views
19 Pages

Neurocognitive Correlates of Diagnostic Heterogeneity in Children with ADHD: The Differential Contributions of Cognitive Disengagement Syndrome, Symptom Severity, and Anxiety

  • İbrahim Adak,
  • Esin Özdeniz Varan,
  • Nergis Eyüpoğlu,
  • Ayşim Alpman,
  • Zeynep Durmuş,
  • Oğuz Bilal Karakuş,
  • İpek Süzer Gamlı and
  • Özalp Ekinci

Background/Objectives: Attention-Deficit/Hyperactivity Disorder (ADHD) shows substantial cognitive heterogeneity, complicating individualized clinical formulation. This study examined whether Cognitive Disengagement Syndrome (CDS), anxiety, and ADHD...

(This article belongs to the Special Issue Advances in the Diagnosis and Management of Neuropsychiatric Disorders—2nd Edition)
  • Article
  • Open Access
2 Citations
1,151 Views
19 Pages

A Novel Dual-Modality Dual-View Hybrid Deep Learning–Machine Learning Framework for the Prediction of Carotid Plaque Vulnerability via Late Fusion

  • Wenxuan Zhang,
  • Chao Hou,
  • Xinyi Wang,
  • Hongyu Kang,
  • Shuai Li,
  • Yu Sun,
  • Yongping Zheng,
  • Wei Zhang and
  • Sai-Kit Lam

Background: Ultrasound imaging is an ideal tool for regular carotid plaque screening to identify individuals at high risk of stroke for clinical intervention. However, no existing study leverages multi-modal multi-view ultrasound imaging for AI-enabl...

(This article belongs to the Special Issue Artificial Intelligence in Medical Imaging: Innovations and Diagnostic Applications)
  • Review
  • Open Access
1 Citations
3,535 Views
24 Pages

Fetal Growth Restriction: Contemporary Evidence to Guide Delivery Timing and Intrapartum Management

  • Ana Carolina Rabachini Caetano,
  • Ana Cristina Perez Zamarian,
  • Luciano Marcondes Machado Nardozza,
  • Seizo Miyadahira,
  • Giselle Darahem Tedesco,
  • Lara Dariolli Rossi,
  • Gustavo Yano Callado,
  • Edward Araujo Júnior and
  • Alessandra Cristina Marcolin

Fetal growth restriction (FGR), a condition in which the fetus fails to achieve its growth and developmental potential, affects 5% to 10% of pregnancies and is associated with high rates of perinatal morbidity and mortality. There is currently insuff...

(This article belongs to the Special Issue Obstetrics in the 21st Century: New Challenges and Translational Perspectives in Diagnostics)
  • Article
  • Open Access
1,069 Views
15 Pages

Dynamic Liver Function Tests in Paediatric Liver Disease

  • Thora Wesenberg Helt,
  • Jon Nielsen,
  • Gabriella Ficerai-Garland,
  • Robin de Nijs,
  • Christina Louise Winther,
  • Søren Møller,
  • Viktoria Setterberg,
  • Vibeke Brix Christensen and
  • Lise Borgwardt

Background/Objectives: Liver function is difficult to estimate accurately. Conventional liver function tests can be normal, even in severe diseases. Dynamic liver function tests, including indocyanine green (ICG) clearance and hepatobiliary scintigra...

(This article belongs to the Special Issue Diagnosis and Management of Liver Diseases, Third Edition)
  • Article
  • Open Access
2 Citations
1,233 Views
26 Pages

Thermoacoustic Ultrasound Assessment of Liver Steatosis—A Novel Approach for MASLD Diagnosis

  • Jang Hwan Cho,
  • Christopher M. Bull,
  • Michael Thornton,
  • Jing Gao,
  • Jonathan M. Rubin and
  • Idan Steinberg

Background/Objectives: Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) is a global health crisis, but current diagnostics are limited. Liver biopsy is invasive, magnetic resonance imaging-proton density fat fraction (MRI-PDFF) is exp...

(This article belongs to the Section Medical Imaging and Theranostics)
  • Article
  • Open Access
745 Views
11 Pages

Background/Objectives: Although multiple guidelines exist for the management of intraductal papillary mucinous neoplasms (IPMN), the duration and modality of postoperative surveillance remain inconsistent. We aimed to retrospectively review medical i...

(This article belongs to the Section Clinical Diagnosis and Prognosis)
  • Article
  • Open Access
2 Citations
1,028 Views
17 Pages

Large-Scale Validation of a Dual Cross-Attention Network for Automated Sleep Staging Using Wearable Photoplethysmography Signals

  • Ruochen Li,
  • Yutao He,
  • Yanan Bie,
  • Jiawei Guo,
  • Lichao Wang,
  • Yao Zhao,
  • Jun Zhong and
  • Wei Zhu

Background: Sleep staging is vital for diagnosing sleep disorders, but the clinical gold standard, polysomnography, is too intrusive for routine home monitoring. While photoplethysmography (PPG) offers a wearable alternative, achieving high diagnosti...

(This article belongs to the Special Issue AI-Powered Solutions for Personalized Healthcare Monitoring with Wearables)
  • Article
  • Open Access
1 Citations
1,237 Views
16 Pages

Quantitative Comparison of Two Novel Swept-Source Optical Coherence Tomography Angiography Devices

  • Michael Hafner,
  • Daniel J. P. Deschler,
  • Alexander Kufner,
  • Lisa M. Katscher,
  • Siegfried G. Priglinger and
  • Maximilian J. Gerhardt

Background: Swept-source optical coherence tomography angiography (SS-OCTA) enables rapid assessment of retinal microvasculature. However, cross-platform comparability remains limited by device-specific acquisition and image quality characteristics....

(This article belongs to the Special Issue Applications of Optical Coherence Tomography and Optical Coherence Tomography Angiography in Ophthalmology)
  • Review
  • Open Access
1 Citations
2,978 Views
14 Pages

Rare Causes of Portal Vein Thrombosis and Occlusion: A Narrative Review

  • Lavinia Alice Bălăceanu,
  • Claudia Georgeta Iacobescu,
  • Teodora Burloiu,
  • Marian-Vlad Lăpădat,
  • Ion Dina and
  • Ion Daniel Baboi

Portal vein thrombosis (PVT) refers specifically to the presence of a thrombus within the main portal vein trunk or its intrahepatic branches. In contrast, portal vein occlusion encompasses a broader spectrum of conditions, including tumor invasion,...

(This article belongs to the Section Medical Imaging and Theranostics)
  • Article
  • Open Access
2 Citations
702 Views
19 Pages

Bioelectrical Activity of Masticatory Muscles and Postural Stability Across TMD Subtypes

  • Aleksandra Dolina,
  • Justyna Pałka,
  • Magdalena Zawadka,
  • Marcin Wójcicki,
  • Monika Litko-Rola,
  • Jacek Szkutnik and
  • Piotr Gawda

Background: Existing evidence suggests an association between temporomandibular disorders (TMDs) and alterations in body posture and balance; however, the mechanism underlying this relationship remains unknown. The present study aimed to investigate...

(This article belongs to the Special Issue Diagnostic Approaches to Temporomandibular Disorders)
  • Article
  • Open Access
1,020 Views
13 Pages

Photon-Counting CT Angiography Enables Superior Preoperative Perforator Depiction for Fibular Transplant Surgery Requiring Less Contrast Agent Compared to Energy-Integrating CT

  • Ramin Saam Dazeh,
  • Jan-Lucca Hennes,
  • Tobias Prester,
  • Viktor Hartung,
  • Henner Huflage,
  • Andreas Vollmer,
  • Thorsten Alexander Bley,
  • Philipp Gruschwitz and
  • Kristina Krompaß

Background/Objectives: The objective of this study was to ascertain whether photon-counting CT angiography (PCD-CTA) can optimize image quality for the visualization of perforating arteries for planning fibular transplant procedures in comparison to...

(This article belongs to the Special Issue Photon-Counting CT in Clinical Application)
  • Case Report
  • Open Access
1 Citations
696 Views
11 Pages

Mediastinal Ectopic Pancreas Mimicking Lymphoma with Discordant Histology and Flow Cytometry: A Diagnostic Challenge

  • Guilin Ren,
  • Hongfeng Wang,
  • Haiqin Deng,
  • Jianbin Chen,
  • Li Wang,
  • Qian Zhan,
  • Jinxing Wu and
  • Liwan Dai

Background: Mediastinal ectopic pancreas (EP) is an exceptionally rare entity that can mimic malignancy. Diagnosis is typically established post-operatively; pre-operative confirmation is challenging. Case Presentation: We describe a 28-year-old man...

(This article belongs to the Section Pathology and Molecular Diagnostics)
  • Article
  • Open Access
4 Citations
1,689 Views
17 Pages

Background/Objectives: The presence of untreated second mesio-buccal canals (MB2) in maxillary first molars is usually associated with endodontic treatment failure. Previous CBCT-based investigations have evaluated the quality of root canal fillings...

(This article belongs to the Special Issue Advances in Dental Diagnostics)
  • Article
  • Open Access
846 Views
18 Pages

Background: Non-alcoholic fatty liver disease (NAFLD) represents the most widespread chronic liver disorder globally, impacting roughly 30% of the general population. Numerous factors have been linked to NAFLD, including obesity, type 2 diabetes, die...

(This article belongs to the Special Issue Metabolic Diseases: Diagnosis, Management, and Pathogenesis)
  • Article
  • Open Access
1 Citations
844 Views
15 Pages

From Plastics to Prognosis: ANO4 Susceptibility Links Phthalate Exposure to Prostate Cancer Progression

  • Chi-Fen Chang,
  • Shu-Pin Huang,
  • Yei-Tsung Chen,
  • Lih-Chyang Chen,
  • Chao-Yuan Huang,
  • Chia-Cheng Yu,
  • Victor C. Lin,
  • Te-Ling Lu and
  • Bo-Ying Bao

Background/Objective: Di-2-ethylhexyl phthalate and its bioactive metabolite mono-2-ethylhexyl phthalate (MEHP) are ubiquitous endocrine-disrupting chemicals implicated in carcinogenesis. However, the molecular mechanisms linking MEHP exposure, host...

(This article belongs to the Special Issue Predictive Biomarkers in Oncology)
  • Review
  • Open Access
1 Citations
1,312 Views
27 Pages

Diagnostic and Therapeutic Challenges in Rare and Non-Tubal Ectopic Pregnancies: A Narrative Review

  • Stefan Ivanovic,
  • Milica Ivanovic,
  • Dragana Maglic,
  • Milica Mandic,
  • Lidija Tulic,
  • Katarina Ivanovic,
  • Milos Milincic,
  • Nikola Jovic and
  • Rastko Maglic

In relation to the most commonly described ampullary ectopic pregnancies in contemporary gynecological practice, rare localizations of ectopic pregnancies represent a diagnostic and therapeutic challenge whose clinical significance far exceeds their...

(This article belongs to the Section Clinical Diagnosis and Prognosis)
  • Review
  • Open Access
1 Citations
1,625 Views
18 Pages

Stress Echocardiography in the Diagnosis and Evaluation of Pulmonary Hypertension: Practical Recommendations, Haemodynamic Phenotyping, and Application in Adults and Children

  • Dafni Charisopoulou,
  • George Koulaouzidis,
  • Panagiota Kleitsioti,
  • Nikolaos Antoniou,
  • Christos Mantzios,
  • Orestis Grammenos and
  • Sotiria Iliopoulou

Pulmonary hypertension (PH) is a complex condition in which early diagnosis remains challenging, particularly in patients with exertional symptoms and normal or borderline resting haemodynamics. Although right heart catheterisation is the diagnostic...

(This article belongs to the Special Issue Beyond the Image: Cardiac Imaging at the Service of the Patient)
  • Article
  • Open Access
1 Citations
1,256 Views
22 Pages

Development of microRNA-Based Glioblastoma Biomarkers Using Blood Plasma Specimens

  • Sophia Giliberto,
  • Kenny K. Ablordeppey,
  • Jacob Goldman,
  • Melinda Yin,
  • Rahul Chowdhury,
  • Jacob Till,
  • Kira Sheinerman,
  • Sydney D. Finkelstein,
  • Samuil Umansky and
  • Stephen J. Bagley
  • + 3 authors

Background: Noninvasive biomarkers for the detection and monitoring of glioblastoma (GBM) are needed to improve clinical outcomes for patients. The objective of this pilot study was to evaluate the expression of a panel of 48 pre-selected microRNAs (...

(This article belongs to the Section Pathology and Molecular Diagnostics)
  • Article
  • Open Access
1 Citations
1,558 Views
23 Pages

Background: The clinical use of machine learning (ML) in survival analysis is often limited by the “black box” nature of complex algorithms, which makes their results difficult to interpret in practice. In this study, we propose a unified...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Article
  • Open Access
806 Views
29 Pages

TensorCSBP: A Tensor Center-Symmetric Feature Extractor for EEG Odor Detection

  • Irem Tasci,
  • Ilknur Sercek,
  • Yunus Talu,
  • Prabal Datta Barua,
  • Mehmet Baygin,
  • Burak Tasci,
  • Sengul Dogan and
  • Turker Tuncer

Objective: Accurate odor classification from EEG signals requires informative and interpretable features. Although Local Binary Pattern (LBP) and variants such as the center-symmetric binary pattern are widely used, they lack sufficient explainabilit...

(This article belongs to the Special Issue Deep Learning in Biomedical Image and Signal Processing: Recent Advancements and Applications)
  • Editorial
  • Open Access
800 Views
4 Pages

As we conclude this Special Issue of Diagnostics, “Advances in the Diagnosis and Management of Vasculitis,” we reflect on a vibrant collection of eleven articles that span the globe from Spain and Poland to the USA, Germany, Romania, and...

(This article belongs to the Special Issue Advances in the Diagnosis and Management of Vasculitis)
  • Interesting Images
  • Open Access
992 Views
11 Pages

HPV16-Positive Pelvic Nodal Squamous Cell Carcinoma with No Detectable Cervical Malignancy

  • In Sun Hwang,
  • Su Jeong Lee,
  • Chan Joo Kim,
  • Jin-Hwi Kim and
  • Kwangil Yim

Isolated pelvic nodal metastasis from carcinoma of unknown primary origin (CUP) is rare. Evaluation should prioritize gynecological and anorectal sites based on pelvic lymphatic drainage. Although spontaneous regression of these primary lesions is ex...

(This article belongs to the Special Issue Imaging for the Diagnosis of Obstetric and Gynecological Diseases—2nd Edition)
  • Article
  • Open Access
1 Citations
773 Views
11 Pages

Serum Osteoprotegerin Level Is Not a Localizing Biomarker of Atherosclerosis Affected by Kidney Function

  • Anna Maria Bednarek,
  • Aleksander Jerzy Owczarek,
  • Dominika Dziadosz,
  • Magdalena Olszanecka-Glinianowicz and
  • Jerzy Tadeusz Chudek

Introduction: Osteoprotegerin (OPG) is recognized as an emerging biomarker for atherosclerosis. We hypothesized that atherosclerotic lesions localized across multiple vascular beds would result in greater elevations in OPG levels in the blood. Theref...

(This article belongs to the Section Pathology and Molecular Diagnostics)
  • Article
  • Open Access
691 Views
11 Pages

Surgical Versus Conservative Treatment of Post-Sternotomy Mediastinitis: Clinical Characteristics, Microbiology, and Outcomes from a 10-Year Cohort

  • Francesca Serapide,
  • Lavinia Berardelli,
  • Girolamo Perrotta,
  • Simona Mongiardi,
  • Antonio Di Virgilio,
  • Giuseppe Musolino,
  • Giuseppe Filiberto Serraino,
  • Pasquale Mastroroberto and
  • Alessandro Russo

Background: Post-sternotomy mediastinitis (PSM) remains one of the most serious complications of cardiac surgery. This study aimed to evaluate the clinical features, management strategies, and outcomes of patients with PSM, comparing surgical and con...

(This article belongs to the Special Issue Challenges in the Diagnosis and Treatment of Cardiac and Respiratory Infections)
  • Article
  • Open Access
2 Citations
1,004 Views
18 Pages

Preoperative Prediction of Spread Through Air Spaces in Lung Cancer Using 18F-FDG PET–Based Radiomics and Peritumoral Microenvironment Features

  • Damla Serçe Unat,
  • Nurşin Agüloğlu,
  • Ömer Selim Unat,
  • Ayşegül Aksu,
  • Bahar Ağaoğlu,
  • Bahattin Dulkadir,
  • Özer Özdemir,
  • Nur Yücel,
  • Kenan Can Ceylan and
  • Gülru Polat

Background/Objectives: Spread through air spaces (STAS) represents an aggressive invasion pattern in lung cancer and is associated with unfavorable oncologic outcomes. As STAS is currently identifiable only on postoperative pathology, reliable preope...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Article
  • Open Access
1,301 Views
18 Pages

Clinical and Molecular Diagnostic Profiling of Vaginitis Using Multiplex Real-Time PCR: A Multicenter Study

  • Hung Trong Mai,
  • Chuong Canh Nguyen,
  • Hao Thi Ngoc Vo,
  • Thuy Thi Bich Nguyen,
  • Trang Thi Pham,
  • Hong Thi Ngo,
  • Xuan Thi Ngo,
  • Anh Thi Phuong Bui,
  • Hue Thi Kim Ta and
  • Anh Thi Van Nguyen

Background: Vaginal infections often present with overlapping symptoms and involve single or multiple pathogens. However, the relationship between clinical symptoms and molecularly defined vaginal pathogen profiles, especially in multi-pathogen infec...

(This article belongs to the Section Pathology and Molecular Diagnostics)
  • Systematic Review
  • Open Access
3 Citations
1,398 Views
31 Pages

Fractal Analysis and Artificial Intelligence for Radiographic Detection of Periodontal Bone Loss: A Systematic Review

  • Zülal Deniz Güner,
  • Merter Güçlü,
  • Fatma Karacaoğlu,
  • Nilsun Bağış and
  • Kaan Orhan

Background/Objectives: Accurate diagnosis and staging of periodontitis rely on clinical measurements and radiographic assessment of alveolar bone loss. Methods: Studies published between 1 January 2020 and 31 October 2025 were searched in the Web of...

(This article belongs to the Special Issue Artificial Intelligence in Health Monitoring and Diagnosis: AI Meets Conventional Models—2nd Edition)
  • Article
  • Open Access
1 Citations
1,340 Views
13 Pages

Background/Objectives: To assess the diagnostic performance of dynamic susceptibility contrast (DSC) perfusion MRI parameters and machine learning methods for differentiating intracranial dural metastases (IDMs) from meningiomas. Methods: This retros...

(This article belongs to the Special Issue Brain/Neuroimaging 2025–2026)
  • Article
  • Open Access
1,044 Views
13 Pages

Calprotectin as a Potential Biomarker for Inflammation in Lung Cancer Patients

  • Selen Karaoğlanoğlu,
  • Hüseyin Erdal and
  • Müge Sönmez

Background/Objectives: Calprotectin (CLP), a calcium-binding protein complex released predominantly from neutrophils and monocytes, plays a key role in the inflammatory response. Increased levels of CLP have been reported in various inflammatory and...

(This article belongs to the Special Issue Lung Cancer: Screening, Diagnosis and Management: 2nd Edition)
  • Systematic Review
  • Open Access
1 Citations
879 Views
13 Pages

Clinical Implications of the Localization and Morphological Variability of the Mental Foramen—A Systematic Review

  • Mariola Krzykawska-Krupska,
  • Janusz Pach,
  • Piotr Regulski,
  • Jacek Tomczyk,
  • Izabela Strużycka,
  • Kazimierz Szopiński,
  • Katarzyna Osipowicz and
  • Anna Pogorzelska

Background: The mental foramen is a key anatomical structure of the mandible through which the mental nerve and accompanying vessels emerge. Accurate knowledge of its location and morphology is essential for safe dental and surgical procedures in the...

(This article belongs to the Special Issue Recent Achievements in Oral and Maxillofacial Radiology)
  • Article
  • Open Access
2 Citations
918 Views
17 Pages

Evaluation of Maxillary Sinus Membrane Morphology Using a Novel Hybrid CNN-ViT-Based Deep Learning Model: An Automated Classification Study

  • Nurullah Duger,
  • Furkan Talo,
  • Gulucag Giray Tekin,
  • Burak Dagtekin,
  • Mucahit Karaduman,
  • Muhammed Yildirim and
  • Tuba Talo Yildirim

Objectives: This study aimed to develop and validate a hybrid deep learning model combining Convolutional Neural Networks (CNN) and Vision Transformers (ViT) to automatically classify maxillary sinus membrane morphologies on Cone-Beam Computed Tomogr...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Review
  • Open Access
1,272 Views
20 Pages

Rupture of Caseous Calcification of the Mitral Annulus: Pathophysiology, Diagnosis and Treatment

  • Aureliano Ruggio,
  • Antonietta Belmusto,
  • Gabriella Locorotondo,
  • Eleonora Ruscio,
  • Francesca Graziani,
  • Antonella Lombardo,
  • Gaetano Antonio Lanza and
  • Francesco Burzotta

Caseous calcification of the mitral annulus (CCMA) is a liquefactive necrosis of mitral annular calcification (MAC). CCMA is rare and usually asymptomatic, has a benign course, and, when incidentally found, can be misdiagnosed as a thrombus, abscess,...

(This article belongs to the Section Pathology and Molecular Diagnostics)
  • Review
  • Open Access
1 Citations
1,802 Views
19 Pages

Imaging Ductal Carcinoma In Situ in the Era of De-Escalation: Role, Limits, and Clinical Implications for Risk-Adapted Management

  • Marcella Buono,
  • Luigi Schiavone,
  • Sighelgaita Rizzo,
  • Lanfranco Aquilino Musto,
  • Gianluca Gatta,
  • Lucia Pilati and
  • Francesca Caumo

The widespread implementation of population-based mammographic screening has markedly increased the detection of ductal carcinoma in situ (DCIS), without a proportional reduction in breast cancer-specific mortality. This divergence has intensified co...

(This article belongs to the Special Issue Diagnostic Radiology for Breast Cancer)
  • Article
  • Open Access
773 Views
12 Pages

Background: AchievTing primary fascial closure in complex incisional hernia repair can be challenging when abdominal wall compliance is reduced. Preoperative ultrasound-guided botulinum toxin A (BTA) is used as a chemical component relaxation adjunct...

(This article belongs to the Special Issue Ultrasound Diagnosis and Guided Intervention of Musculoskeletal/Neuromuscular Pathology, Second Edition)
  • Systematic Review
  • Open Access
1 Citations
877 Views
21 Pages

Background: Occult lymph node metastasis (OLNM) and depth of invasion (DOI) are key determinants of elective neck dissection in clinically node-negative oral tongue squamous cell carcinoma (OTSCC), yet accurate preoperative risk stratification remain...

(This article belongs to the Special Issue AI for Precision Diagnostics: Enhancing Accuracy, Accessibility, and Outcomes)
  • Article
  • Open Access
1 Citations
691 Views
25 Pages

Background/Objectives: Fundus imaging provides a detailed view of the interior surface of the eye and plays a crucial role in the early diagnosis of retinal diseases. However, automated interpretation of fundus images remains challenging due to varia...

(This article belongs to the Topic Machine Learning and Deep Learning in Medical Imaging)
  • Article
  • Open Access
738 Views
12 Pages

Noninvasive Assessment of Hepatic Steatosis in Living Liver Donors

  • Iman Al-Saleh,
  • Hamad Alashgar,
  • Ali Albenmousa,
  • Ruba Alsaeed and
  • Madiha Jamal

Background & Aims: The accurate, noninvasive assessment of hepatic steatosis is essential in living liver donor evaluation, where disease prevalence is low, and donor safety is paramount. This study evaluated commonly used noninvasive diagnostic...

(This article belongs to the Section Clinical Diagnosis and Prognosis)
  • Article
  • Open Access
661 Views
14 Pages

Limitations of Retrospective Machine Learning Models for Predicting Tracheostomy After Cardiac Surgery

  • Felix Wiesmueller,
  • Johannes Rösch,
  • Stephan Kersting and
  • Thomas Strecker

Background/Objectives: Early tracheostomy seems favorable in prolonged ventilated patients after surgery. Hence, predicting tracheostomy after cardiac surgery is essential. Recently proposed prediction models aim to support this decision-making proce...

(This article belongs to the Special Issue Artificial Intelligence for Clinical Diagnostic Decision Making)
  • Technical Note
  • Open Access
2 Citations
864 Views
12 Pages

Bifurcated Networks for Breast Density & Cancer Risk: A Technical Framework

  • Graziella Di Grezia,
  • Teresa Iannaccone and
  • Antonio Nazzaro

Background/Objective: Breast density and cancer risk are key imaging-derived biomarkers, yet their assessment is limited by inter-reader variability and inconsistent reproducibility. This Technical Note evaluates the feasibility of a bifurcated neura...

(This article belongs to the Special Issue Frontline of Breast Imaging)

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Diagnostics - ISSN 2075-4418