M. Ali Vosoughi

33 papers C 2Journal 13Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Inferring causal relations from multivariate data using Large-Scale Augmented Granger Causality (lsAGC). NeuroImage Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi
2024	J	`jnl`	Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images. CoRR M. Ali Vosoughi, Akhil Kasturi, Axel Wismüller
2023	—	`conf`	Classification of schizophrenia using large-scale kernelized Granger causality (lsKGC) and functional MR imaging. Computer-Aided Diagnosis M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski, Axel Wismüller
2023	J	`jnl`	Cross Modal Global Local Representation Learning from Radiology Reports and X-Ray Chest Images. CoRR Nathan Hadjiyski, M. Ali Vosoughi, Axel Wismüller
2023	—	`conf`	Cross modal global local representation learning from radiology reports and x-ray chest images. Computer-Aided Diagnosis Nathan Hadjiyski, M. Ali Vosoughi, Axel Wismüller
2023	—	`conf`	Identification of schizophrenia patients using large-scale Extended Granger Causality (lsXGC) in functional MR imaging. Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
2023	—	`conf`	Large-Scale Granger Causality (lsGC) for classification of schizophrenia using functional MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
2023	—	`conf`	Large-scale Augmented Granger Causality (lsAGC) for discovery of causal brain connectivity networks in schizophrenia patients using functional MRI neuroimaging. Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi, Akhil Kasturi, Nathan Hadjiyski
2023	—	`conf`	Tracking the impact of global iodinated contrast agent shortage on radiology: analysis of CT exam volumes at a major US healthcare. Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, Jerome Avondo, Larry Stockmaster, Akhil Kasturi, M. Ali Vosoughi
2022	J	`jnl`	Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. npj Digit. Medicine 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
2022	—	`conf`	Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC). Computer-Aided Diagnosis Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	—	`conf`	Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC). Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	—	`conf`	Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	J	`jnl`	Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data. CoRR Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin
2022	—	`conf`	Large-scale Kernelized Granger Causality (lsKGC) for inferring topology of directed graphs in brain networks. Biomedical Applications in Molecular, Structural, and Functional Imaging M. Ali Vosoughi, Axel Wismüller
2022	J	`jnl`	Re-defining Radiology Quality Assurance (QA) - Artificial Intelligence (AI)-Based QA by Restricted Investigation of Unequal Scores (AQUARIUS). CoRR Axel Wismüller, Larry Stockmaster, M. Ali Vosoughi
2021	J	`jnl`	Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality. CoRR Axel Wismüller, M. Ali Vosoughi
2021	—	`conf`	Classification of schizophrenia from functional MRI using large-scale extended Granger causality. Computer-Aided Diagnosis Axel Wismüller, M. Ali Vosoughi
2021	—	`conf`	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. Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, Larry Stockmaster, M. Ali Vosoughi
2021	J	`jnl`	Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI. CoRR M. Ali Vosoughi, Axel Wismüller
2021	J	`jnl`	Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis in Complex Systems: From Computer Simulations to Functional MRI (fMRI). CoRR Axel Wismüller, M. Ali Vosoughi
2021	—	`conf`	Large-scale augmented Granger causality (lsAGC) for connectivity analysis in complex systems: from computer simulations to functional MRI (fMRI). Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, M. Ali Vosoughi
2021	—	`conf`	Large-scale extended Granger causality for classification of marijuana users from functional MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging M. Ali Vosoughi, Axel Wismüller
2021	—	`conf`	Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. EUSIPCO M. Ali Vosoughi, Axel Wismüller
2021	J	`jnl`	Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments. CoRR M. Ali Vosoughi, Axel Wismüller
2021	—	`conf`	Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC). Biomedical Applications in Molecular, Structural, and Functional Imaging Axel Wismüller, Adora M. DSouza, M. Ali Vosoughi, Anas Z. Abidin
2020	C	`conf`	Distributed Injection-Locking in Analog Ising Machines to Solve Combinatorial Optimizations. ISCAS M. Ali Vosoughi
2020	J	`jnl`	Distributed Injection-Locking in Analog Ising Machines to Solve Combinatorial Optimizations. CoRR M. Ali Vosoughi
2020	J	`jnl`	Large-scale kernelized GRANGER causality to infer topology of directed graphs with applications to brain networks. CoRR M. Ali Vosoughi, Axel Wismüller
2020	J	`jnl`	Voltage regulator assisted lightweight countermeasure against fault injection attacks. CoRR M. Ali Vosoughi, Longfei Wang, Selçuk Köse
2019	—	`conf`	Bus-Invert Coding as a Low-Power Countermeasure Against Correlation Power Analysis Attack. SLIP M. Ali Vosoughi, Longfei Wang, Selçuk Köse
2019	C	`conf`	Combined Distinguishers to Enhance the Accuracy and Success of Side Channel Analysis. ISCAS M. Ali Vosoughi, Selçuk Köse
2019	—	`conf`	Leveraging On-Chip Voltage Regulators Against Fault Injection Attacks. ACM Great Lakes Symposium on VLSI M. Ali Vosoughi, Selçuk Köse