A5071355428- Radiomics and Machine Learning in Medical Imaging
- Liver Disease and Transplantation
- Hepatocellular Carcinoma Treatment and Prognosis
- Central Venous Catheters and Hemodialysis
- Venous Thromboembolism Diagnosis and Management
- Vascular Procedures and Complications
- Liver Disease Diagnosis and Treatment
- Abdominal Trauma and Injuries
- MRI in cancer diagnosis
- Advanced X-ray and CT Imaging
- AI in cancer detection
- Radiation Dose and Imaging
- Lung Cancer Diagnosis and Treatment
- Radiology practices and education
- Organ Transplantation Techniques and Outcomes
- Medical Image Segmentation Techniques
- Renal and Vascular Pathologies
- Trauma and Emergency Care Studies
- COVID-19 diagnosis using AI
- Trauma Management and Diagnosis
- Reconstructive Surgery and Microvascular Techniques
- Vascular Anomalies and Treatments
- Spine and Intervertebral Disc Pathology
- Diagnosis and Treatment of Venous Diseases
- Spinal Fractures and Fixation Techniques
University of Louisville
2022-2025
Rutgers New Jersey Medical School
2011-2020
Rutgers, The State University of New Jersey
2008-2020
University Hospital, Newark
2002-2017
Rutgers Health
2014
University of Pennsylvania
2013
Indo-American Center
2013
University of Illinois Chicago
2013
Memorial Hospital
2013
University of Miami
2013
Autism spectrum disorder (ASD) is a wide range of diseases characterized by difficulties with social skills, repetitive activities, speech, and nonverbal communication. The Centers for Disease Control (CDC) estimates that 1 in 44 American children currently suffer from ASD. current gold standard ASD diagnosis based on behavior observational tests clinicians, which being subjective time-consuming afford only late detection (a child must have mental age at least two to apply an observation...
Objective The purpose of this study was to evaluate the role helical CT in detecting right ventricular dysfunction (RVD) after acute pulmonary embolism (PE). Methods This a retrospective consisting 25 patients with scans positive for who had either follow-up echocardiography (23 patients) or angiography (2 patients). were reviewed findings suggestive RVD. Scans considered RVD if ventricle (RV) dilated interventricular septum deviated towards left ventricle. Results then correlated results...
The primary objective of this paper is to develop a machine learning-based approach capable predicting the treatment response neoadjuvant chemotherapy (NAC) enhance breast cancer management. proposed system aims predict NAC outcomes across three categories: pathological complete (CR), partial (PR), and stable disease (SD), by analyzing multimodal magnetic resonance images with clinical molecular subtype markers. To ensure comprehensiveness our design, texture radiomics were extracted from...
This article outlines the use of liquid acrylic adhesives in management congenital vascular malformations. Specifically, chemical features cyanoacrylates, including physical and properties, exovascular techniques for these agents, are discussed.
Purpose: To determine the safety of an approach to immunologically enhance local treatment hepatocellular cancer (HCC) by combining nonlethal radiation, regional therapy with intratumoral injection, and systemic administration a potent Toll-like receptor (TLR) immune adjuvant. Methods: Patients HCC not eligible for liver transplant or surgery were subject to: 1) 3 fractions 2-Gy focal radiation increase tumor antigen expression, 2) intra-/peri-tumoral (IT) injection TLR3 agonist,...
Prostate cancer is a significant health concern with high mortality rates and substantial economic impact. Early detection plays crucial role in improving patient outcomes. This study introduces non-invasive computer-aided diagnosis (CAD) system that leverages intravoxel incoherent motion (IVIM) parameters for the of prostate (PCa). IVIM imaging enables differentiation water molecule diffusion within capillaries outside vessels, offering valuable insights into tumor characteristics. The...
A novel unsupervised-based segmentation method is introduced to accurately delineate the lung region in 3D CT images based on appearance and geometric models. First, a probabilistic model that utilized linear combination of Gaussian (LCG) tuned by modified expectation maximization (EM) algorithm, employed density distribution chest volume. Subsequently, initial labeling volume mapped probability Markov Gibbs random field (MGRF) for refining. Finally, refine proposed interpolating/connecting...
Prostate cancer (PCa) is a widespread type of that leads to numerous fatalities and high financial cost. The chance survival for PCa patients increases when the disease detected at an early stage. This study discusses development non-invasive computer-aided diagnosis (CAD) system utilizes intravoxel incoherent motion (IVIM) parameters detect diagnose prostate cancer. focuses on IVIM, which can separate diffusion water molecules in capillaries from molecular outside vessels, its diagnostic...