Tereza Kopřivová
A5077316129- Glioma Diagnosis and Treatment
- Privacy-Preserving Technologies in Data
- Radiomics and Machine Learning in Medical Imaging
- Meningioma and schwannoma management
- Advanced MRI Techniques and Applications
- Brain Metastases and Treatment
- Bone Tumor Diagnosis and Treatments
- Historical and Cultural Studies of Poland
- Radiopharmaceutical Chemistry and Applications
- Pneumocystis jirovecii pneumonia detection and treatment
- Cytomegalovirus and herpesvirus research
- Interpreting and Communication in Healthcare
- 2D Materials and Applications
- Peripheral Neuropathies and Disorders
- Streptococcal Infections and Treatments
- Legal Rights and Human Rights
- Effects of Radiation Exposure
- Advanced Neuroimaging Techniques and Applications
- Infections and bacterial resistance
- Medical Imaging Techniques and Applications
- MRI in cancer diagnosis
- Amoebic Infections and Treatments
- Microbial infections and disease research
- Diagnosis and treatment of tuberculosis
- Multiple Sclerosis Research Studies
Masaryk University
2021-2024
University Hospital Brno
2021-2024
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally sharing ample, and importantly diverse, data from multiple sites. However, such centralization challenging scale (or even not feasible) due various limitations. Federated ML (FL) provides an alternative train accurate generalizable models, only numerical model updates. Here we present findings the largest FL study...
BACKGROUND AND OBJECTIVES: Meningioma, the most common primary intracranial tumor, presents challenges in surgical treatment because of varying tissue stiffness. This study explores molecular background meningioma stiffness, a critical factor planning and prognosis, focusing on utility microRNAs (miRNAs) as diagnostic biomarkers METHODS: Patients with meningiomas treated surgically at University Hospital Brno were included this study. Total RNA, isolated from tumor samples, underwent quality...
To evaluate and compare the diagnostic power of [
Tumefactive demyelinating lesions belong to the rare variants of multiple sclerosis, posing a diagnostic challenge since it is difficult distinguish them from neoplasm or other brain and they require careful differential diagnosis. This contribution presents case report young female with progressive tumefactive spinal cord lesions. An extensive process including two biopsies an autopsy did not reveal any explanatory diagnosis than sclerosis. The patient was treated by various...
Ope n Pe e r Re v ie w on Qe ios
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally sharing ample, and importantly diverse, data from multiple sites. However, such centralization challenging scale (or even not feasible) due various limitations. Federated ML (FL) provides an alternative train accurate generalizable models, only numerical model updates. Here we present findings the largest FL study...
Abstract INTRODUCTION Modern comprehensive local treatment of BM provides the possibility adequate control while maintaining a satisfactory quality life. METHODS Patients after metastasectomy and postoperative radiotherapy treated between 2007-2020 were evaluated. Local was assessed separately at site operated MM (localPFS) in other parts brain (distalPFS). RESULTS A total 118 patients enrolled (70 with WBRT), 54% women, median age 60 years, performance status Karnofsky 80%. The most common...
NejÄastÄjĹĄĂmi mozkovĂ˝mi primĂĄrnĂmi intraaxiĂĄlnĂmi nĂĄdory jsou gliomy (40-50 % vĹĄech nĂĄdorĹŻ CNS). I kdyĹž je pĹevĂĄĹžnÄ invazivnĂ a infiltrativnĂ charakter gliomĹŻ zodpovÄdnĂ˝ za nemoĹžnost kurativnĂ resekce, zĂĄkladnĂm cĂlem chirurgickĂ˝ch postupĹŻ maximĂĄlnÄ moĹžnĂĄ resekce tÄchto nĂĄdorĹŻ. Dnes vĹĄeobecnÄ pĹijĂmĂĄn fakt, Ĺže radikĂĄlnĂ chirurgickĂĄ signifikantnÄ efektivnÄjĹĄĂ neĹž mĂŠnÄ nebo biopsie mĂĄ pozitivnĂ vliv na OS PFS. CĂlem tohoto pĹehledovĂŠho...