Mahboubeh Madadi
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View article: A Bayesian deep segmentation framework for glioblastoma tumor segmentation using follow-up MRIs
A Bayesian deep segmentation framework for glioblastoma tumor segmentation using follow-up MRIs Open
Background Glioblastoma (GBM) is the most common malignant brain tumor with an abysmal prognosis. Since complete tumor cell removal is impossible due to the infiltrative nature of GBM, accurate measurement is paramount for GBM assessment. …
View article: Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants
Uncertainty-Aware and Explainable Human Error Detection in the Operation of Nuclear Power Plants Open
The timely and accurate identification of incidents, such as human factor error, is important to restore nuclear power plants (NPPs) to a stable state. However, the identification of abnormal operating conditions is difficult because of th…
View article: Cost-effectiveness Analysis of Colorectal Cancer Screening Strategies Using Active Learning and Monte Carlo Simulation
Cost-effectiveness Analysis of Colorectal Cancer Screening Strategies Using Active Learning and Monte Carlo Simulation Open
Introduction Detection of colorectal cancer (CRC) in the early stages through available screening tests increases the patient’s survival chances. Multimodal screening policies can benefit patients by providing more diverse screening option…
View article: SPIDARman: System-Level Physics-Informed Detection of Anomalies in Reactor Collected Data Considering Human Errors
SPIDARman: System-Level Physics-Informed Detection of Anomalies in Reactor Collected Data Considering Human Errors Open
In nuclear power plants (NPPs), anomalies arising from sensors or human errors (HEs) can undermine the performance and reliability of plant operations. Anomaly detection models can be employed to detect sensor errors and HEs. Additionally,…
View article: Stable Dual miR-143 and miR-506 Upregulation Inhibits Proliferation and Cell Cycle Progression
Stable Dual miR-143 and miR-506 Upregulation Inhibits Proliferation and Cell Cycle Progression Open
The mainstays of lung cancer pathogenesis are cell cycle progression dysregulation, impaired apoptosis, and unregulated cell proliferation. While individual microRNA (miR) targeting or delivering is a promising approach that has been exten…
View article: Dynamic joint sensor selection and maintenance optimization in partially observable deteriorating systems
Dynamic joint sensor selection and maintenance optimization in partially observable deteriorating systems Open
We consider a degrading system with costly but silent failures. The system can be partially observed using a set of heterogeneous noisy sensors at a given cost, where each sensor noise level is a function of the system state. The goal is t…
View article: Application of Artificial Intelligence in Detection and Mitigation of Human Factor Errors in Nuclear Power Plants: A Review
Application of Artificial Intelligence in Detection and Mitigation of Human Factor Errors in Nuclear Power Plants: A Review Open
Human factors and ergonomics have played an essential role in increasing the safety and performance of operators in the nuclear energy industry. In this critical review, we examine how artificial intelligence (AI) technologies can be lever…
View article: Wastewater Pipe Condition Rating Model Using K- Nearest Neighbors
Wastewater Pipe Condition Rating Model Using K- Nearest Neighbors Open
Risk-based assessment in pipe condition mainly focuses on prioritizing the most critical assets by evaluating the risk of pipe failure. This paper's goal is to classify a comprehensive pipe rating model which is obtained based on a series …
View article: Investigating the Effectiveness of Breast Cancer Supplemental Screening Considering Radiologists’ Bias
Investigating the Effectiveness of Breast Cancer Supplemental Screening Considering Radiologists’ Bias Open
Breast density is known to increase breast cancer risk and decrease mammography screening sensitivity. Breast density notification laws (enacted in 38 states as of September 2020), require physicians to inform women with high breast densit…
View article: Longitudinal optical imaging technique to visualize progressive axonal damage after brain injury in mice reveals responses to different minocycline treatments
Longitudinal optical imaging technique to visualize progressive axonal damage after brain injury in mice reveals responses to different minocycline treatments Open
A high-resolution, three-dimensional, optical imaging technique for the murine brain was developed to identify the effects of different therapeutic windows for preclinical brain research. This technique tracks the same cells over several w…
View article: A Hidden Markov Factor Analysis Framework for Seizure Detection in Epilepsy Patients
A Hidden Markov Factor Analysis Framework for Seizure Detection in Epilepsy Patients Open
Approximately 1% of the world population suffers from epilepsy. Continuous long-term electroencephalographic (EEG) monitoring is the gold-standard for recording epileptic seizures and assisting in the diagnosis and treatment of patients wi…