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Diagnostics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Artificial Intelligence and Deep Learning in Clinical Classification and Prediction

edited by

Gemma Piella

submission deadline 31 Dec 2024 | Viewed by 18 | Submission Open

Keywords: artificial intelligence; deep learning; clinical classification; clinical prediction

(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)

Diagnosis of Hepatitis

edited by

Chia-Yen Dai

submission deadline 31 Dec 2024 | Viewed by 16 | Submission Open

Keywords: hepatitis; diagnosis; prevention; serological testing; imaging modalities; genetic analysis; acute hepatitis; chronic hepatitis; HBV; HCV

(This special issue belongs to the Section Diagnostic Microbiology and Infectious Disease)

Advances in Diagnosis and Management of Peyronie’s Disease

edited by

Lucio Dell'Atti

submission deadline 31 Dec 2024 | Viewed by 15 | Submission Open

Keywords: Peyronie’ s disease; fibrotic degeneration; penis trauma

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Recent Advances in Imaging and Diagnosis of Prostate Cancer

edited by

Lucio Dell'Atti

submission deadline 31 Dec 2024 | Viewed by 12 | Submission Open

Keywords: prostate cancer imaging; ultrasound; multiparametric magnetic resonance

(This special issue belongs to the Section Medical Imaging and Theranostics)

Hybrid Translational Imaging of Medical Disease

edited by Laura Travascio and

Ferdinando F. Calabria

submission deadline 15 Jan 2025 | Viewed by 58 | Submission Open

Keywords: hybrid imaging; PET/CT; SPECT; MRI; CT; artificial intelligence; personalized medicine; interventional oncology; PRRT; RLT

(This special issue belongs to the Section Medical Imaging and Theranostics)

Artificial Intelligence for Clinical Diagnostic Decision Making

edited by

Md Mohaimenul Islam

and

Ming-Chin Lin

submission deadline 30 Jan 2025 | Viewed by 117 | Submission Open

Keywords: artificial intelligence; machine learning; clinical decision support systems; health disparity; medical imaging; disease diagnosis; medical errors; patient safety

(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)

Advances in Medical Image Processing, Segmentation and Classification

edited by

Wan Azani Mustafa

and

Hiam Alquran

submission deadline 31 Jan 2025 | 7 articles | Viewed by 20315 | Submission Open

Keywords: medical image/bio-signal analysis; medical image segmentation/detection; healthcare systems; AI-based medical image registration; medical image recognition; biomedical systems; diagnostic aid; AI-based screening system; medical image; signal classification; biomedical image retrieval; medical image annotation; biomedical image summarization/filtering; cancer diagnosis; machine learning; deep learning; artificial intelligence; AI-based medical image diagnosis; medical deep learning CAD systems; XAI-based medical imaging; patient/treatment stratification based on AI image processing; synthetic medical image generation; explainable AI in medicine

(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)

Advances in the Diagnosis of Gastrointestinal Diseases—2nd Edition

edited by

Huarong Chen

submission deadline 31 Jan 2025 | 14 articles | Viewed by 17862 | Submission Open

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

New Perspectives in Forensic Diagnosis

edited by

Stavroula A. Papadodima

and

Laurent Martrille

submission deadline 31 Jan 2025 | 8 articles | Viewed by 11063 | Submission Open

Keywords: abuse; alcohol; autopsy; ballistics; brain injury; cause of death; drug-facilitated sexual assault; drugs; forensic anthropology; forensic clinical examination; forensic engineering; forensic entomology; forensic microbiology; forensic odontology; Forensic pathology; genetics; histopathology; identification of the body; molecular biology; multidisciplinary approach; post mortem interval; post-mortem biochemical analysis; postmortem CT; postmortem immunohistochemistry; postmortem MRI; rape; reconstruction of trauma; sepsis; toxicology; virtopsy

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

New Advances in Neurosurgery: Clinical Diagnosis, Treatment and Prognosis

edited by Janez Ravnik

submission deadline 31 Jan 2025 | 4 articles | Viewed by 3933 | Submission Open

Keywords: neurosurgery; MR imaging; brain; spine; intraoperative visualization

(This special issue belongs to the Section Medical Imaging and Theranostics)

Diagnosis, Treatment and Management of Eye Diseases, Second Edition

edited by

Ştefan Cristian Vesa

Simona Delia Nicoara

and

Claudia Florida Costea

submission deadline 31 Jan 2025 | 2 articles | Viewed by 2551 | Submission Open

Keywords: optical coherence tomography; artificial intelligence; gene therapy; nanotechnology; stem cells; vitreo-retinal surgery; corneal transplantation; minimally invasive glaucoma surgery; cataract surgery; retinopathy of prematurity

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Digital Imaging in Acute Ischemic Stroke

edited by Philip Hoelter

submission deadline 31 Jan 2025 | 2 articles | Viewed by 1906 | Submission Open

Keywords: acute ischemic stroke; digital imaging; magnetic resonance imaging; computed tomography; angiography; artificial intelligence

(This special issue belongs to the Section Medical Imaging and Theranostics)

Intelligent Imaging in Nuclear Medicine—2nd Edition

edited by

Dilber Uzun Ozsahin

Ilker Ozsahin

and Georges El Fakhri

submission deadline 31 Jan 2025 | 2 articles | Viewed by 1888 | Submission Open

Keywords: nuclear medicine; artificial intelligence; Alzheimer’ s disease; Parkinson’ s disease; cardiological disorders

(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)

Advances in Diagnosis and Management of Sinonasal Disorders

edited by

Ta-Jen Lee

, Po-Hung Chang and

Chien-Chia Huang

submission deadline 31 Jan 2025 | 1 articles | Viewed by 1183 | Submission Open

Keywords: sinonasal disorder; chronic rhinosinusitis; rhinitis; empty nose syndrome; nasal septal deviation; obstructive sleep apnea; sinonasal tumor; skull base surgery; paediatric otorhinolaryngology

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Insights in Maternal-Fetal Medicine—Preventing Preterm Births

edited by Manuel Alvarez

submission deadline 31 Jan 2025 | 2 articles | Viewed by 1084 | Submission Open

Keywords: preterm birth; cervical surveillance; cervical cerclage; progesterone supplementation; prenatal interventions; neonatal outcomes

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Application of Advanced MRI Techniques in Multiple Sclerosis

edited by Emanuele Tinelli

submission deadline 31 Jan 2025 | 1 articles | Viewed by 735 | Submission Open

(This special issue belongs to the Section Medical Imaging and Theranostics)

Trends in In Vitro Diagnostics Paving the Way to Next-Generation Healthcare

edited by

Sandeep K. Vashist

submission deadline 31 Jan 2025 | 1 articles | Viewed by 578 | Submission Open

Keywords: IVDs (in vitro diagnostics); POCT (point-of-care testing); LFA (lateral flow assay); CLIA (clinical laboratory improvement amendments); multiplex assays; PCR; NGS (next-generation sequencing); AI; at-home testing; biomarkers; smart technologies

(This special issue belongs to the Section Point-of-Care Diagnostics and Devices)

Soft Tissue Sarcoma: From Diagnosis to Prognosis

edited by

Consolato M. Sergi

submission deadline 31 Jan 2025 | 1 articles | Viewed by 419 | Submission Open

Keywords: soft tissue; mesenchyme; bone; pathogenesis; miRNA; imaging; diagnosis; therapy

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Diagnosis, Prophylaxis and Treatments of Cytomegalovirus Infection and Reactivation

edited by Stefano Giardino

submission deadline 31 Jan 2025 | Viewed by 160 | Submission Open

Keywords: cytomegalovirus (CMV); diagnosis; laboratory techniques; molecular methods; new antiviral drugs; antiviral cell therapy

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Advances in the Diagnosis and Management of Digestive System Diseases

edited by Jialing Huang

submission deadline 31 Jan 2025 | Viewed by 132 | Submission Open

Keywords: digestive system; pathology; liver transplantation; diagnosis; therapy

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Hearing Loss and Deafness: Identification, Management, Prevention, and Rehabilitation

edited by Peter J. Kullar and Jameel Muzaffar

submission deadline 31 Jan 2025 | Viewed by 119 | Submission Open

Keywords: hearing loss; presbycusis; cochlear implants; hearing implants; hearing aids; congenital hearing loss; sudden sensorineural hearing loss

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Advances in Ultrasound

edited by

Rute Santos

submission deadline 31 Jan 2025 | Viewed by 95 | Submission Open

Keywords: quantitative ultrasound techniques; ultrasound tissue characterization; ultrasound-guided therapy or intervention; clinical applications of diagnostic ultrasound; ultrasound imaging processing; diagnostic ultrasound devices

(This special issue belongs to the Section Medical Imaging and Theranostics)

Diagnostic Imaging in Gastrointestinal and Liver Diseases

edited by

Ruxandra Mare

and

Ioan Sporea

submission deadline 31 Jan 2025 | Viewed by 76 | Submission Open

Keywords: ultrasonography; elastography; multiparametric ultrasound; contrast-enhanced ultrasound; endoscopic ultrasound; contrast-enhanced endoscopic ultrasound; computer tomography; magnetic resonance imaging; gastrointestinal diseases; diffuse liver disease; focal liver lesions

(This special issue belongs to the Section Medical Imaging and Theranostics)

Advances in Diagnosis and Prognosis of Breast Cancer

edited by Domen Ribnikar

submission deadline 31 Jan 2025 | Viewed by 72 | Submission Open

Keywords: breast cancer; gene expression profiling in breast cancer; cancer biomarkers; tumor biology; prediction; prognosis; systemic treatment

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Insights into Pediatric Genetics

edited by

Chunglin Lee

submission deadline 31 Jan 2025 | Viewed by 69 | Submission Open

Keywords: pediatric genetics; genetic sequencing; rare disorders; genetic diagnosis; precision medicine

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Challenges Related to the Oral Cavity, Head and Neck: From Diagnosis to Therapy

edited by

Saverio Capodiferro

and

Antonio D’Amati

submission deadline 31 Jan 2025 | Viewed by 63 | Submission Open

Keywords: oral oncology; oral diseases; head and neck; diagnosis; therapeutic approach

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Latest Advances in Ophthalmic Imaging

edited by

Slawomir Teper

and

Gawęcki Maciej

submission deadline 31 Jan 2025 | Viewed by 54 | Submission Open

Keywords: optical coherence tomography (OCT); adaptive optics imaging; fundus photography; multimodal imaging; artificial intelligence (AI) in ophthalmic imaging

(This special issue belongs to the Section Medical Imaging and Theranostics)

Acute Kidney Injury and Chronic Kidney Disease: From Pathogenesis to Diagnostics

edited by Dimitris Kounatidis and

Natalia G. Vallianou

submission deadline 31 Jan 2025 | Viewed by 49 | Submission Open

Keywords: acute kidney injury (AKI); chronic kidney disease (CKD); pathogenesis; biomarkers

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Artificial Intelligence and Pattern Recognition Methods for the Automatic Detection and Evaluation of Neurological Disorders—2nd Edition

edited by

Juan Rafael Orozco-Arroyave

submission deadline 31 Jan 2025 | Viewed by 43 | Submission Open

Keywords: machine learning; neurodegenerative diseases; diagnosis; detection and evaluation; monitoring

(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)

Prenatal Diagnosis and Clinical Management of Twin Pregnancy

edited by Silvana Arduino

submission deadline 31 Jan 2025 | Viewed by 41 | Submission Open

Keywords: twin pregnancy; ultrasound; prenatal diagnosis; intrauterine fetal growth restriction; monochorionic twins; perinatal morbidity; maternal complications; delivery in twin pregnancy

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Risk and Prediction of Sudden Cardiac Death and Arrhythmias

edited by

Marisa Varrenti

submission deadline 31 Jan 2025 | Viewed by 39 | Submission Open

Keywords: arrhythmic risk stratification; sudden death; genetics; cardiomyopathy; cardiac magnetic resonance; ventricular arrhythmias; heart failure

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Adverse Reactions to Drugs: Diagnosis and Management

edited by

Elena Ramírez

submission deadline 31 Jan 2025 | Viewed by 38 | Submission Open

Keywords: adverse drug reactions; serious adverse drug reactions; unexpected adverse drug reactions; adverse drug events; drug-related side effects; drug safety; causality assessment of adverse drug reactions; diagnostic biomarker; non-immediate drug hypersensitivity reactions; immediate drug hypersensitivity reactions; pharmacogenetics; in vivo tests; in vitro tests

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Advancements in the Diagnosis and Treatment of Inflammatory Bowel Diseases

edited by Thomas Klag

submission deadline 31 Jan 2025 | Viewed by 37 | Submission Open

Keywords: chronic inflammatory bowel diseases (IBD); Crohn's disease (CD); ulcerative colitis (UC); therapy monitoring; extraintestinal manifestations (EIMs); quality of life; artificial intelligence (AI); personalized medicine; personalized medicine; endoscopic advancements

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Advances in Cancer Pathology and Diagnosis

edited by

Lorenzo Memeo

submission deadline 31 Jan 2025 | Viewed by 33 | Submission Open

Keywords: histopathology; histological classification; cancer biomarkers; digital pathology; AI applications; next-generation sequencing; real-time PCR

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Advances in Imaging Diagnosis of Dermatology

edited by Linda Tognetti

submission deadline 31 Jan 2025 | Viewed by 26 | Submission Open

Keywords: high-resolution imaging; non-invasive diagnosis; LC-OCT; RCM; OCT; US

(This special issue belongs to the Section Medical Imaging and Theranostics)

Chronic Wounds: Diagnosis and Management

edited by

Thomas E. Serena

and Kylie Sandy-Hodgetts

submission deadline 31 Jan 2025 | Viewed by 23 | Submission Open

Keywords: chronic wound; imaging; biomarker; point-of-care techniques

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Autopsy for Medical Diagnostics: 3rd Edition

edited by

Giulia Ottaviani

and

Simone G. Ramos

submission deadline 31 Jan 2025 | Viewed by 22 | Submission Open

Keywords: autopsy; post-mortem investigation; cardiovascular pathology; sudden cardiac death; sudden unexpected death; perinatal autopsy; molecular autopsy; virtual autopsy

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Diagnosis and Management in Orthopedics Sports Injuries

edited by Gian Nicola Bisciotti, Francesco Di Pietto and

Alessio Auci

submission deadline 31 Jan 2025 | Viewed by 19 | Submission Open

Keywords: orthopedics sports injuries; sports medicine; musculoskeletal imaging; musculoskeletal pathologies

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Diagnostic and Therapeutic Approaches to Corneal and Retinal Diseases

edited by

Caterina Gagliano

submission deadline 31 Jan 2025 | Viewed by 6 | Submission Open

Keywords: corneal diseases; retinal diseases; diagnostic technology; OCT; treatment

(This special issue belongs to the Section Medical Imaging and Theranostics)

Diagnostic and Clinical Application of Magnetic Resonance Imaging—2nd Edition

edited by

Francesca Frijia

submission deadline 31 Jan 2025 | Submission Open

Keywords: whole-body magnetic resonance imaging; neuro magnetic resonance imaging; cardiac magnetic resonance imaging; MR hardware development for clinical applications; deep learning and artificial intelligence in MR imaging; advanced MR image acquisition and reconstruction techniques for clinical application

(This special issue belongs to the Section Medical Imaging and Theranostics)

Eye Diseases: Diagnosis and Management—2nd Edition

edited by

Ramin Khoramnia

submission deadline 28 Feb 2025 | 8 articles | Viewed by 8660 | Submission Open

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Exploring Gynecological Pathology and Imaging

edited by

Graziella Di Grezia

submission deadline 28 Feb 2025 | 3 articles | Viewed by 6391 | Submission Open

Keywords: gynecological pathology; pelvic imaging; cervical cancer; ovarian masses; uterine fibroids

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Endoscopic Ultrasound (EUS) in Gastrointestinal Diseases

edited by

Elia Armellini

and

Stefano Francesco Crinò

submission deadline 28 Feb 2025 | 4 articles | Viewed by 3077 | Submission Open

(This special issue belongs to the Section Medical Imaging and Theranostics)

Recent Advances in Radiomics in Medical Imaging

edited by

**ang Li

submission deadline 28 Feb 2025 | 3 articles | Viewed by 2857 | Submission Open

Keywords: radiomics; PET/CT; SPECT/CT; medical imaging; cancers

(This special issue belongs to the Section Medical Imaging and Theranostics)

Advances in Diagnosis and Management of Neuropsychiatric Disorders

edited by

Jesús Ramírez-Bermúdez

submission deadline 28 Feb 2025 | 3 articles | Viewed by 2675 | Submission Open

Keywords: neuropsychiatric disorders; autism; mania; depression; imaging; pathogenesis

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Periodontal Disease: Diagnosis and Management

edited by

Francesco D’Ambrosio

submission deadline 28 Feb 2025 | 2 articles | Viewed by 2416 | Submission Open

Keywords: periodontal disease; periodontitis; management; diagnosis; biomarker; periodontology

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Deep Learning Techniques for Medical Image Analysis

edited by

Zhuhuang Zhou

submission deadline 28 Feb 2025 | 3 articles | Viewed by 2294 | Submission Open

Keywords: deep learning; supervised learning; unsupervised learning; semi-supervised learning; self-supervised learning; generative learning; deep neural networks; convolutional neural networks; physics-informed neural networks; X-ray imaging; computed tomography (CT); magnetic resonance imaging (MRI); ultrasound imaging; ultrasound computed tomography; functional MRI; positron emission tomography (PET); single-photon emission computed tomography (SPECT); functional ultrasound imaging; image reconstruction

(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)

Challenges in Urology: From the Diagnosis to the Management

edited by

and

submission deadline 28 Feb 2025 | 2 articles | Viewed by 1230 | Submission Open

Keywords: challenges; complications; rare; surgery; cancer

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Head and Neck Surgery: Diagnosis and Management

edited by

Dongbin Ahn

submission deadline 28 Feb 2025 | 1 articles | Viewed by 561 | Submission Open

Keywords: head and neck; human papillomavirus; minimal invasive; immunotherapy; quality of life

(This special issue belongs to the Section Pathology and Molecular Diagnostics)

Artificial Intelligence in Clinical Decision Support—2nd Edition

edited by

Qingqing Mao

submission deadline 28 Feb 2025 | 1 articles | Viewed by 437 | Submission Open

Keywords: artificial intelligence; machine learning; clinical decision support; predictive modeling; patient monitoring; diagnostic support; treatment recommendation; safety and privacy

(This special issue belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)

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