M. Ali Vosoughi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 31

Top Topics

Granger Causality

Complex Systems

Network Connectivity

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Computer-Aided Diagnosis

Publications

Nathan Hadjiyski, M. Ali Vosoughi, Axel Wismüller
Cross Modal Global Local Representation Learning from Radiology Reports and X-Ray Chest Images. CoRR (2023)
Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
Large-Scale Granger Causality (lsGC) for classification of schizophrenia using functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
Identification of schizophrenia patients using large-scale Extended Granger Causality (lsXGC) in functional MR imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Axel Wismüller, Jerome Avondo, Larry Stockmaster, Akhil Kasturi, M. Ali Vosoughi
Tracking the impact of global iodinated contrast agent shortage on radiology: analysis of CT exam volumes at a major US healthcare. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Nathan Hadjiyski, M. Ali Vosoughi, Axel Wismüller
Cross modal global local representation learning from radiology reports and x-ray chest images. Medical Imaging: Computer-Aided Diagnosis (2023)
M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski, Axel Wismüller
Classification of schizophrenia using large-scale kernelized Granger causality (lsKGC) and functional MR imaging. Medical Imaging: Computer-Aided Diagnosis (2023)
Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
Large-scale Augmented Granger Causality (lsAGC) for discovery of causal brain connectivity networks in schizophrenia patients using functional MRI neuroimaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. CoRR (2022)
M. Ali Vosoughi, Axel Wismüller
Large-scale Kernelized Granger Causality (lsKGC) for inferring topology of directed graphs in brain networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Axel Wismüller, Larry Stockmaster, M. Ali Vosoughi
Re-defining Radiology Quality Assurance (QA) - Artificial Intelligence (AI)-Based QA by Restricted Investigation of Unequal Scores (AQUARIUS). CoRR (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Axel Wismüller, Adora M. DSouza, Anas Z. Abidin, M. Ali Vosoughi, Christopher Gange, Isabel O. Cortopassi, Gracijela Bozovic, Alexander A. Bankier, Kiran Batra, Yosef Chodakiewitz, Yin Xi, Christopher T. Whitlow, Janardhana Ponnatapura, Gary J. Wendt, Eric P. Weinberg, Larry Stockmaster, David A. Shrier, Min Chul Shin, Roshan Modi, Hao Steven Lo, Seth Kligerman, Aws Hamid, Lewis D. Hahn, Glenn M. Garcia, Jonathan H. Chung, Talissa Altes, Suhny Abbara, Anna S. Bader
Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. npj Digit. Medicine 5 (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC). Medical Imaging: Computer-Aided Diagnosis (2022)
Axel Wismüller, Larry Stockmaster, M. Ali Vosoughi
Investigating Covid-19 pandemic-induced effects on detection of emergent clinical imaging findings by large-scale tracking of utilization and reading results for AI-based image analysis services. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Axel Wismüller, M. Ali Vosoughi
Large-scale augmented Granger causality (lsAGC) for connectivity analysis in complex systems: from computer simulations to functional MRI (fMRI). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
M. Ali Vosoughi, Axel Wismüller
Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI. CoRR (2021)
Axel Wismüller, M. Ali Vosoughi
Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality. CoRR (2021)
Axel Wismüller, M. Ali Vosoughi
Classification of schizophrenia from functional MRI using large-scale extended Granger causality. Medical Imaging: Computer-Aided Diagnosis (2021)
M. Ali Vosoughi, Axel Wismüller
Large-scale extended Granger causality for classification of marijuana users from functional MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Axel Wismüller, M. Ali Vosoughi
Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis in Complex Systems: From Computer Simulations to Functional MRI (fMRI). CoRR (2021)
M. Ali Vosoughi, Axel Wismüller
Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. EUSIPCO (2021)
M. Ali Vosoughi, Axel Wismüller
Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. CoRR (2021)
Axel Wismüller, Adora M. DSouza, M. Ali Vosoughi, Anas Z. Abidin
Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC). Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
M. Ali Vosoughi
Distributed Injection-Locking in Analog Ising Machines to Solve Combinatorial Optimizations. CoRR (2020)
M. Ali Vosoughi, Longfei Wang, Selçuk Köse
Voltage regulator assisted lightweight countermeasure against fault injection attacks. CoRR (2020)
M. Ali Vosoughi
Distributed Injection-Locking in Analog Ising Machines to Solve Combinatorial Optimizations. ISCAS (2020)
M. Ali Vosoughi, Axel Wismüller
Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks. CoRR (2020)
M. Ali Vosoughi, Longfei Wang, Selçuk Köse
Bus-Invert Coding as a Low-Power Countermeasure Against Correlation Power Analysis Attack. SLIP (2019)
M. Ali Vosoughi, Selçuk Köse
Leveraging On-Chip Voltage Regulators Against Fault Injection Attacks. ACM Great Lakes Symposium on VLSI (2019)
M. Ali Vosoughi, Selçuk Köse
Combined Distinguishers to Enhance the Accuracy and Success of Side Channel Analysis. ISCAS (2019)