Ehsan Sotoudeh
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View article: Emerging Applications of Radiomics in Neurological Disorders: A Review
Emerging Applications of Radiomics in Neurological Disorders: A Review Open
View article: The Role of Machine Learning and Radiomics for Treatment Response Prediction in Idiopathic Normal Pressure Hydrocephalus
The Role of Machine Learning and Radiomics for Treatment Response Prediction in Idiopathic Normal Pressure Hydrocephalus Open
Introduction Ventricular shunting remains the standard of care for patients with idiopathic normal pressure hydrocephalus (iNPH); however, not all patients benefit from the shunting. Prediction of response in advance can result in improved…
View article: Heavily calcified parapharyngeal space mesenchymal chondrosarcoma: Imaging and pathological findings and a review of the literature
Heavily calcified parapharyngeal space mesenchymal chondrosarcoma: Imaging and pathological findings and a review of the literature Open
Parapharyngeal space (PPS) masses are relatively rare lesions of the head and neck, and account for 0.5–1.5% of head and neck lesions. The most common lesion to occur in the PPS is a benign salivary neoplasm, typically pleomorphic adenoma …
View article: The feasibility of transfer learning for differentiation H1N1 Influenza from COVID-19 on chest CT
The feasibility of transfer learning for differentiation H1N1 Influenza from COVID-19 on chest CT Open
Objectives: It is unlikely that by fall and winter of 2020, standard vaccine or treatment is available for COVID-19 infection. In this period, differentiation between COVID-19 and Influenza induced pneumonia will be critical for patient ma…
View article: A hypothesis about the role of fetal hemoglobin in COVID-19
A hypothesis about the role of fetal hemoglobin in COVID-19 Open
View article: Critical Illness-Associated Cerebral Microbleeds/Cerebral microbleeds associated with critical illness in a patient with sickle cell disease.
Critical Illness-Associated Cerebral Microbleeds/Cerebral microbleeds associated with critical illness in a patient with sickle cell disease. Open
Critical Illnessu2013Associated Cerebral Micro-bleeding (CICM) is a relatively rare and newly described condition. It can be secondary to many underlying etiologies. We present a patient with sickle cell disease and CICM. Distribution of c…
View article: Artificial Intelligence Empowers Radiologists to Differentiate Pneumonia Induced by COVID-19 versus Influenza Viruses
Artificial Intelligence Empowers Radiologists to Differentiate Pneumonia Induced by COVID-19 versus Influenza Viruses Open
Fine-tuned and pre-trained image classifying models of AI enable radiologists to reliably differentiate the pneumonia induced by COVID-19 versus H1N1 influenza virus. For this purpose, ResNet-50 followed by InceptionV3 models…
View article: Artificial Intelligence in the Management of Glioma: Era of Personalized Medicine
Artificial Intelligence in the Management of Glioma: Era of Personalized Medicine Open
Purpose: Artificial intelligence (AI) has accelerated novel discoveries across multiple disciplines including medicine. Clinical medicine suffers from a lack of AI-based applications, potentially due to lack of awareness of AI metho…
View article: Fungal Peritonitis with Fungus Balls, a Complication of Trichobezoars and Rapunzel Syndrome
Fungal Peritonitis with Fungus Balls, a Complication of Trichobezoars and Rapunzel Syndrome Open
BACKGROUND Rapunzel syndrome is a rare condition involving the extension of bezoars from the stomach to the distal gastrointestinal tract. Laparotomy remains the gold standard treatment for this condition because of the size of the bezoars…
View article: Superior ophthalmic vein thrombosis: What radiologist and clinician must know?
Superior ophthalmic vein thrombosis: What radiologist and clinician must know? Open