A5050539252- COVID-19 diagnosis using AI
- Atomic and Subatomic Physics Research
- Ultrasound in Clinical Applications
- Long-Term Effects of COVID-19
- Thermal Regulation in Medicine
- Advanced X-ray and CT Imaging
- Spine and Intervertebral Disc Pathology
- Artificial Intelligence in Healthcare and Education
- Orthopedic Surgery and Rehabilitation
- Healthcare Systems and Public Health
- Orthodontics and Dentofacial Orthopedics
- Microwave Imaging and Scattering Analysis
- Radiology practices and education
- Radiation Dose and Imaging
- Peripheral Nerve Disorders
- Advanced MRI Techniques and Applications
- Dental Radiography and Imaging
- Temporomandibular Joint Disorders
Medical Technologies (Czechia)
2024
Russian Research Center for Molecular Diagnostics and Therapy
2020-2023
St. Petersburg State Medical Academy "City Polyclinic №44"
2020
BACKGROUND: We propose a novel model for processing chest radiographs acquired through population screening using classification by autonomous artificial intelligence (AI) as medical device with maximum sensitivity of 1.0 (95% CI 1.0,1.0). The system categorizes examinations (X-ray and photofluorography the chest) into two groups: 'abnormal' 'normal'. abnormal category encompasses all deviations (i.e., pathological conditions, post-surgical changes, age-related variations, congenital...
ABSTRACT During the pandemic of COVID-19, computed tomography showed its effectiveness in diagnosis coronavirus infection. However, ionizing radiation during CT studies causes concern for patients who require dynamic observation, as well examination children and young people. For this retrospective study, we included 15 suspected COVID-19 were hospitalized April 2020, Russia. There 4 adults with positive polymerase chain reaction (PCR) test COVID-19. All underwent MRI examinations using...
The objective of the study is to evaluate diagnostic accuracy an original artificial intelligence (AI) algorithm for detecting MS in radiology department primary (outpatient) hospital. Materials and methods . Depersonalized results brain magnetic resonance imaging (MRI) studies performed period from August 22, 2019 September 26, 93 patients (42 men (mean age 47,5±15,9 years) 51 women 52,3±16,8 years)) were analyzed. All signed a voluntary informed consent form. Brain MRIwere carried out on...
BACKGROUND: Magnetic resonance imaging is one of the leading modalities musculoskeletal system. However, when hand, major problems in magnetic include lack specialized coils and reliable fixation devices for uncomfortable patient posture, motion artifacts, small anatomical structures wrist. These factors inevitably lead to incorrect interpretation. AIM: To improve quality hand by developing an approach coil selection, scanning protocol, positioning fixation. MATERIALS AND METHODS: A device...
High-quality visualization of the temporomandibular joint (TMJ) allows to choose most optimal tactics for conservative or surgical treatment. Performing magnetic resonance imaging (MRI) in patients with metal structures maxillofacial area is a pressing issue ensuring quality diagnostics. In presented clinical case, methodology performing diagnostically significant MRI TMJ presence region interest (ROI) was clearly demonstrated and described.
This paper presents a clinical case of 39-year-old pregnant woman with respiratory signs the novel coronavirus Covid-19 infection. Chest MRI showed bilateral lesions in basal segments. The PCR test was positive. A lung condition assessed without loss significant diagnostic information. Besides that, absence exposure to ionizing radiation allowed avoid high loading dose on patient and fetus. reveals potential opportunities diagnosis pulmonary pathology radiation, especially risk groups...
Extensive spread of the coronavirus disease (COVID-19) prompted an investigation its diagnostic features. Acute viral pneumonia associated with COVID-19 has been described in detail using CT, radiography, and MRI. There is no data literature on descriptive picture observed dynamic Considering a comprehensive approach, radiologists should know how to correctly recognize interpret This case series demonstrated ability MRI detect cloudy sky sign distinguish it from consolidation patients, thus...
本文报告介绍一例39岁孕妇临床表现为COVID-19呼吸体征的病例。胸部器官MRI显示双侧基底节病变。PCR检测结果阳性。在不丢失重要诊断信息的情况下对肺部状况进行评估。此外，非电离辐射使患者和胎儿避免大剂量辐射成为可能。本病例显示MRI在非电离辐射的情况下诊断肺病理，特别是在危险群体（儿童、孕妇等）。