- Glioma Diagnosis and Treatment
- Radiomics and Machine Learning in Medical Imaging
- Long-Term Effects of COVID-19
- COVID-19 and healthcare impacts
- Ultrasound and Hyperthermia Applications
- COVID-19 Clinical Research Studies
- Sarcoma Diagnosis and Treatment
- Nanoplatforms for cancer theranostics
- Pancreatic and Hepatic Oncology Research
- Diagnosis and treatment of tuberculosis
- MicroRNA in disease regulation
- Trauma and Emergency Care Studies
- Advanced Neural Network Applications
- Musculoskeletal pain and rehabilitation
- Advanced MRI Techniques and Applications
- Extracellular vesicles in disease
- Photodynamic Therapy Research Studies
- Orthopedic Infections and Treatments
- Scoliosis diagnosis and treatment
- Infectious Diseases and Tuberculosis
- Nanoparticle-Based Drug Delivery
- Circular RNAs in diseases
- Characterization and Applications of Magnetic Nanoparticles
- Radiation Dose and Imaging
- Brain Tumor Detection and Classification
University of California, Los Angeles
2022-2024
Icahn School of Medicine at Mount Sinai
2019-2021
Society of Interventional Radiology
2020
Mount Sinai Health System
2020
Tisch Hospital
2018
Tisch Cancer Institute
2018
Mount Sinai Medical Center
2018
Georgia Institute of Technology
2014-2015
<h3>BACKGROUND AND PURPOSE:</h3> Coronavirus disease 2019 (COVID-19) is an active worldwide pandemic with diverse complications. Stroke as a presentation has not been strongly associated COVID-19. The authors aimed to retrospectively review link between COVID-19 and acute stroke. <h3>MATERIALS METHODS:</h3> We conducted retrospective case-control study of 41 cases 82 control subjects matched by age, sex, risk factors. Cases were patients who underwent stroke alert imaging confirmed on March...
BACKGROUND. An increase in frequency of acute ischemic strokes has been observed among patients presenting with neurologic symptoms during the coronavirus disease (COVID-19) pandemic. OBJECTIVE. The purpose this study was to investigate association between COVID-19 and stroke subtypes symptoms. METHODS. This retrospective case-control included for whom a code activated from March 16 April 30, 2020, at any six New York City hospitals that are part single health system. Demographic data (age,...
OPINION article Front. Chem., 03 December 2014Sec. Chemical and Process Engineering Volume 2 - 2014 | https://doi.org/10.3389/fchem.2014.00109
(1) Background: Gliomas are the most common primary brain neoplasms accounting for roughly 40−50% of all malignant central nervous system tumors. We aim to develop a deep learning-based framework automated segmentation and prediction biomarkers prognosis in patients with gliomas. (2) Methods: In this retrospective two center study, were included if they had diagnosis glioma known surgical histopathology preoperative MRI FLAIR sequence. The entire tumor volume including hyperintense...
Early identification of glioma molecular phenotypes can lead to understanding patient prognosis and treatment guidance. We aimed develop a multiparametric MRI texture analysis model using combination conventional diffusion predict wide range biomarkers in patients with glioma.In this retrospective study, were included if they (1) had diagnosis gliomas known IDH1, EGFR, MGMT, ATRX, TP53, PTEN status from surgical pathology (2) preoperative including FLAIR, T1c+ for radiomic analysis....
Purpose: The T2-FLAIR mismatch sign has shown promise in determining IDH mutant 1p/19q non-co-deleted gliomas with a high specificity and modest sensitivity. To develop multi-parametric radiomic model using MRI to predict co-deletion status patients newly diagnosed IDH1 glioma perform comparative analysis sign+. Methods: In this retrospective study, diagnosis of known who had preoperative were included. was evaluated independently by two board-certified neuroradiologists. Texture features...
Authors have noticed an increase in lung apex abnormalities on CT angiography (CTA) of the head and neck performed for stroke workup during coronavirus disease 2019 (COVID-19) pandemic.To evaluate incidence these CTA findings their relation to COVID-19 infection.In this retrospective multicenter institutional review board-approved study, assessment was made code patients who had a between March 16 April 5, 2020 at six hospitals across New York City. Demographic data, comorbidities, status,...
<h3>BACKGROUND AND PURPOSE:</h3> Pathology and microbiology results for suspected spondylodiscitis on MR imaging are often negative in up to 70% of cases. We aimed predict whether features will add diagnostic value when combined with clinical biomarkers positive findings pathology and/or from percutaneous biopsy. <h3>MATERIALS METHODS:</h3> In this retrospective single-center institutional review board–approved study, patients radiologically having undergone biopsies were assessed....
ABSTRACT BACKGROUND AND PURPOSE Despite increasing demand for fluoroscopy‐guided lumbar puncture (FG‐LP), there is limited quantitative and epidemiological data on patients undergoing this procedure. Additionally, are scarce the correlation of iliac crest landmarks to actual anatomical level (intercristal line). The aim study determine if (1) body mass index (BMI) correlates with skin spinal canal distance (SCD) (2) landmark presumed cross‐sectional imaging. METHODS In retrospective,...
Background: Clinical, histopathological, and imaging variables have been associated with prognosis in patients glioblastoma (GBM). We aimed to develop a multiparametric radiogenomic model incorporating MRI texture features, demographic data, histopathological tumor biomarkers predict GBM. Methods: In this retrospective study, were included if they had confirmed diagnosis of GBM pre-operative MRI. Tumor segmentation was performed, features extracted predictive radiomic survival (<18 months...
Background: Technically successful but futile angiographic reperfusion (AR) has been reported in 20-50% of acute ischemic stroke patients undergoing endovascular treatment. Persistent occlusions at distal arteries and capillary bed (i.e. no-reflow phenomenon) have shown as one the culprits resulting infarct growth poor functional outcome despite thrombectomy. We aimed to quantify residual perfusion who underwent AR assess its effect on outcome. Methods: In this retrospective single...
Fractionated radiation therapy (RT) combined with chemotherapy (temozolomide; TMZ), known as chemoradiation (CRT), has provided the greatest benefit to glioblastoma (GBM) patients. Magnetic hyperthermia (MHT) consists of intratumoral heat generation after deposition magnetic iron-oxide nanoparticles (MIONPs) that are subjected an external alternating field (AMF). MHT may potentiate cytotoxic effects CRT on tumor cells. We have developed MIONPs demonstrate heating efficacy for MHT....