A5080294166- Radiomics and Machine Learning in Medical Imaging
- COVID-19 diagnosis using AI
- Acne and Rosacea Treatments and Effects
- Adrenal and Paraganglionic Tumors
- Gastrointestinal Tumor Research and Treatment
- Radiology practices and education
- Glioma Diagnosis and Treatment
- Hip disorders and treatments
- Pituitary Gland Disorders and Treatments
- Pneumothorax, Barotrauma, Emphysema
- Insect and Pesticide Research
- COVID-19 Clinical Research Studies
- Bone and Joint Diseases
- Sarcoma Diagnosis and Treatment
- Dermatologic Treatments and Research
- Healthcare and Venom Research
- Hormonal Regulation and Hypertension
- Musculoskeletal synovial abnormalities and treatments
- Cancer, Hypoxia, and Metabolism
- Long-Term Effects of COVID-19
- Advanced X-ray and CT Imaging
- melanin and skin pigmentation
Niğde Ömer Halisdemir Üniversitesi
2022-2025
Çankaya University
2022
Ankara Spine Center
2022
Ankara Numune Eğitim ve Araştırma Hastanesi
2021
Rosacea is a chronic inflammatory skin disorder characterized by central facial redness, papulopustular lesions, and occasionally phymatous changes. There ongoing debate regarding rosacea as cutaneous disease with systemic effects its associations cardiovascular diseases. Although the pathogenesis of both atherosclerosis demonstrate notable similarities, particularly in role inflammation, significant gaps understanding these connections remain. This study aims to investigate this potential...
Background Hydronephrosis, particularly attributed to the presence of renal calculi, is a clinical condition that can result in permanent injury, necessitating utilization imaging modalities for accurate diagnosis. Methodologies swiftly aid radiologist by reducing workload are required preliminary diagnosis hydronephrosis, which critical practice. Purpose To examine efficacy autosegmentation-assisted radiomics predicting hydronephrosis among individuals diagnosed with colic. Material and...
Background The consistency of pituitary adenomas affects the course surgical treatment. Purpose To evaluate diagnostic capabilities radiomics based on T1-weighted (T1W) and T2-weighted (T2W) magnetic resonance imaging (MRI) in conjunction with two machine-learning (ML) techniques (support vector machine [SVM] random forest classifier [RFC]) for assessing adenomas. Material Methods institutional database was retrospectively scanned patients who underwent excision Surgical notes were accepted...
Purpose To evaluate the discrimination of parenchymal lesions between COVID-19 and other atypical pneumonia (AP) by using only radiomics features. Methods In this retrospective study, 301 pneumonic (150 ground-glass opacity [GGO], 52 crazy paving [CP], 99 consolidation) obtained from nonenhanced thorax CT scans 74 AP (46 male 28 female; 48.25±13.67 years) 60 (39 21 48.01±20.38 patients were segmented manually two independent radiologists, Location, Size, Shape, First- Second-order features...
The aim of the study is to demonstrate a non-invasive alternative method aid decision making process in management adrenal masses.Lipid-poor adenomas constitute 30% all adenomas. When discovered incidentally, additional dynamic examinations are required differentiate them from an malignancy or pheochromocytoma.In this retrospective study, we aimed discriminate lipid-poor other lipidpoor masses by using radiomics analysis single contrast phase CT scans.A total 38 histologically proven (Group...
The aim of the study was to predict probability intensive care unit (ICU) for inpatient COVID-19 cases using clinical and artificial intelligence segmentation-based volumetric CT-radiomics parameters on admission.Twenty-eight clinical/laboratory features, 21 parameters, 74 radiomics obtained by deep learning (DL)-based segmentations from CT examinations 191 severe inpatients admitted between March 2020 2021 were collected. Patients divided into Group 1 (117 patients discharged service) 2 (74...
Rosacea is a chronic skin condition characterized by inflammatory lesions. Inflammation plays an important role in all stages of atherosclerosis, yet there debate the literature regarding whether rosacea systemic disease and its association with cardiovascular diseases. This study aims to investigate this potential relationship assessing biochemical markers sonographic findings patients severity groups. Our included 73 age- sex-matched controls, without risk factors. Demographic, clinical,...
Introduction Contrary to the self-limiting nature of reversible bone marrow lesions, irreversible lesions require early surgical intervention prevent further morbidity. Thus, discrimination pathology is necessitated. The purpose this study evaluate efficacy radiomics and machine learning regarding topic. Material methods A database was scanned for patients who had undergone MRI hip differential diagnosis follow-up images acquired within 8 weeks after first imaging. Images that showed...
Pneumothorax (PTX) and pneumomediastinum (PM) are frequently encountered in patients with Coronavirus disease 2019 (COVID-19) complicate the management of these patients. In this study, we aimed to evaluate risk factors that cause PTX/PM complications hospitalized due COVID-19 pneumonia effects on course disease.A total 503 ward or intensive care unit (ICU) between September 2020 December were included study.The median age was 65 (min-max, 21-99) years. Of 299 (59.4%) male 204 (40.6%)...