Electrical, Computer, and Systems Engineering Publications

Friday, January 1, 2021

A prognostic and predictive computational pathology image signature for added benefit of adjuvant chemotherapy in early stage non-small-cell lung cancer

WAng, X., Bera, K., Barrera, C., Zhou, Y., Lu, C., Vaidya, P., ... Madabhushi, A. (2021). A prognostic and predictive computational pathology image signature for added benefit of adjuvant chemotherapy in early stage non-small-cell lung cancer. EBIOMEDICINE, 69 ().

Friday, January 1, 2021

Test-retest repeatability of a deep learning architecture in detecting and segmenting clinically significant prostate cancer on apparent diffusion coefficient (ADC) maps

Hiremath, A., Shiradkar, R., Merisaari, H., Prasanna, P., Ettala, O., Taimen, P., ... Madabhushi, A. (2021). Test-retest repeatability of a deep learning architecture in detecting and segmenting clinically significant prostate cancer on apparent diffusion coefficient (ADC) maps. European Radiology, 31 (1), 379-391.

Friday, January 1, 2021

Genomic Data Sharing under Dependent Local Differential Privacy

Yilmaz, E., Ji, T., Ayday, E., & Li, P. (2021). Genomic Data Sharing under Dependent Local Differential Privacy. arXiv preprint arXiv:2102.07357, ().

Friday, January 1, 2021

BiCoSS: Toward large-scale cognition brain with multigranular neuromorphic architecture

Yang, S., Wang, J., Hao, X., Li, H., Wei, X., Deng, B., ... Loparo, K. A. (2021). BiCoSS: Toward large-scale cognition brain with multigranular neuromorphic architecture. IEEE Transactions on Neural Networks and Learning Systems, ().

Friday, January 1, 2021

Monitoring DOACs with a Novel Dielectric Microsensor: A Clinical Study

Maji, D., Opneja, A., Suster, M., Bane, K., Wilson, B., Mohseni, P., ... Stavrou, E. (2021). Monitoring DOACs with a Novel Dielectric Microsensor: A Clinical Study. Thrombosis and Haemostasis, ().

Friday, January 1, 2021

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies

Halimi, A., Dervishi, L., Ayday, E., Pyrgelis, A., Troncoso-Pastoriza, J., Hubaux, J., ... Vaidya, J. (2021). Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. arXiv preprint arXiv:2101.08879, ().

Friday, January 1, 2021

Development and evaluation of deep learning–based segmentation of histologic structures in the kidney cortex with multiple histologic stains

Jayapandian, C., Chen, Y., Janowczyk, A., Palmer, M., Cassol, C., Sekulic, M., ... Howlin, B. (2021). Development and evaluation of deep learning–based segmentation of histologic structures in the kidney cortex with multiple histologic stains. Kidney International, 99 (1), 86-101.

Friday, January 1, 2021

Guest Editorial: Special Issue on recent advancements in electric power system planning with high-penetration of renewable energy resources and dynamic loads

Sajadi, A., Strezoski, L., Khodaei, A., Loparo, K. A., Fotuhi-Firuzabad, M., Preece, R., ... Others (2021). Guest Editorial: Special Issue on recent advancements in electric power system planning with high-penetration of renewable energy resources and dynamic loads. International Journal of Electrical Power \& Energy Systems, 129 (), 106597.

Friday, January 1, 2021

A Framework for Enhancing Deep Neural Networks Against Adversarial Malware

Li, D., Li, Q., Ye, F., & Xu, S. (2021). A Framework for Enhancing Deep Neural Networks Against Adversarial Malware. IEEE Transactions on Network Science and Engineering, 8 (1), 736-750.

Friday, January 1, 2021

Development and evaluation of deep learningbased segmentation of histologic structures in the kidney cortex with multiple histologic stains

Jayapandian, C., Chen, Y., Janowczyk, A., Palmer, M., Cassol, C., Sekulic, M., ... Adler, S. (2021). Development and evaluation of deep learningbased segmentation of histologic structures in the kidney cortex with multiple histologic stains. Kidney International, 99 (1), 86-101.

Friday, January 1, 2021

Test-retest repeatability of a deep learning architecture in detecting and segmenting clinically significant prostate cancer on apparent diffusion coefficient (ADC) maps

Friday, January 1, 2021

Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems

Karimi, A., Wu, Y., Koyutürk, M., & French, R. H. (2021). Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems. , ().

Friday, January 1, 2021

Radiomics-based assessment of ultra-widefield leakage patterns and vessel network architecture in the PERMEATE study: insights into treatment durability

Prasanna, P., Bobba, V., Figueiredo, N., Sevgi, D., Lu, C., Braman, N., ... Others (2021). Radiomics-based assessment of ultra-widefield leakage patterns and vessel network architecture in the PERMEATE study: insights into treatment durability. British Journal of Ophthalmology, 105 (8), 1155--1160.

Monday, December 14, 2020

Adaptive Stabilization of Time-Delay Feedforward Systems with Unknown Parameters

Sun, J., & Lin, W. (2020). Adaptive Stabilization of Time-Delay Feedforward Systems with Unknown Parameters. 59th IEEE Conference on Decision and Control (CDC), Jeju Island, Republic of Korea, (), 1229-1234.

Monday, December 7, 2020

dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets

Zhang, Y., Qian, Y., Fan, Y., Ye, F., Liu, X., Xiong, Q., ... Shao, F. (2020). dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets. ACM, ().

Tuesday, December 1, 2020

On the uniformity of the approximation for generalized Stirling numbers of the second kind

Connamacher, H. S., & Dobrosotskaya, J. (2020). On the uniformity of the approximation for generalized Stirling numbers of the second kind. Contributions to Discrete Mathematics, 15 (3), 25--42.

Tuesday, December 1, 2020

Technical Note: MRQy — An open-source tool for quality control of MR imaging data

Sadri, A., Janowczyk, A., Zhou, R., Verma, R., Beig, N., Antunes, J., ... Viswanath, S. E. (2020). Technical Note: MRQy — An open-source tool for quality control of MR imaging data. Medical Physics, 47 (12), 6029-6038.

Tuesday, December 1, 2020

Compressed principal component regression (C–PCR) algorithm and FPGA validation

Mohseni, P. (2020). Compressed principal component regression (C–PCR) algorithm and FPGA validation. IEEE Trans. Circ. Syst. – Part II: Exp. Briefs, ().

Tuesday, December 1, 2020

CT-Radiomic Approach to Predict G1/2 Nonfunctional Pancreatic Neuroendocrine Tumor

Zhao, Z., Bian, Y., Jiang, H., Fang, X., Liu, H., Cao, K., ... Lu, J. (2020). CT-Radiomic Approach to Predict G1/2 Nonfunctional Pancreatic Neuroendocrine Tumor. Academic Radiology, 27 (12), e272-e281.

Tuesday, December 1, 2020

A 280µW, 108dB DR PPG-readout IC with reconfigurable, 2nd-order, incremental ΔΣM front-end for direct light-to-digital conversion

Mohseni, P. (2020). A 280µW, 108dB DR PPG-readout IC with reconfigurable, 2nd-order, incremental ΔΣM front-end for direct light-to-digital conversion. IEEE Trans. Biomed. Circ. Syst., ().

Tuesday, December 1, 2020

Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma?-A Feasibility Study

Ismail, M., Hill, V., Statsevych, V., Mason, E., Correa, R., Prasanna, P., ... Tiwari, P. (2020). Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma?-A Feasibility Study. Frontiers in Computational Neuroscience, 14 (), 563439.

Tuesday, December 1, 2020

A dual-output single-stage regulating rectifier with PWM and dual-mode PFM control for wireless powering of biomedical implants

Mohseni, P. (2020). A dual-output single-stage regulating rectifier with PWM and dual-mode PFM control for wireless powering of biomedical implants. IEEE Trans. Biomed. Circ. Syst., ().

Monday, November 2, 2020

CounterFault: Value-Based Fault Localization by Modeling and Predicting Counterfactual Outcomes

Kucuk, Y., & Podgurski, A. A. (2020). CounterFault: Value-Based Fault Localization by Modeling and Predicting Counterfactual Outcomes. International Conference on Software Maintenance and Evolution (ICSME)/ IEEE, (), 10.

Sunday, November 1, 2020

Radiomic Features of Primary Rectal Cancers on Baseline T 2 -Weighted MRI Are Associated With Pathologic Complete Response to Neoadjuvant Chemoradiation: A Multisite Study

Antunes, J., Ofshteyn, A., Bera, K., Wang, E., Brady, J., Willis, J., ... Viswanath, S. (2020). Radiomic Features of Primary Rectal Cancers on Baseline T 2 -Weighted MRI Are Associated With Pathologic Complete Response to Neoadjuvant Chemoradiation: A Multisite Study. Journal of Magnetic Resonance Imaging, 52 (5), 1531-1541.

Sunday, November 1, 2020

Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market

Fan, Y., Ye, F., Peng, Q., Zhang, J., Zhang, Y., Xiao, X., ... Zhao, L. (2020). Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. IEEE, ().

Case School of Engineering

Electrical, Computer, and Systems Engineering

Electrical, Computer, and Systems Engineering Publications

A prognostic and predictive computational pathology image signature for added benefit of adjuvant chemotherapy in early stage non-small-cell lung cancer

Test-retest repeatability of a deep learning architecture in detecting and segmenting clinically significant prostate cancer on apparent diffusion coefficient (ADC) maps

Genomic Data Sharing under Dependent Local Differential Privacy

BiCoSS: Toward large-scale cognition brain with multigranular neuromorphic architecture

Monitoring DOACs with a Novel Dielectric Microsensor: A Clinical Study

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies

Development and evaluation of deep learning–based segmentation of histologic structures in the kidney cortex with multiple histologic stains

Guest Editorial: Special Issue on recent advancements in electric power system planning with high-penetration of renewable energy resources and dynamic loads

A Framework for Enhancing Deep Neural Networks Against Adversarial Malware

Development and evaluation of deep learningbased segmentation of histologic structures in the kidney cortex with multiple histologic stains

Test-retest repeatability of a deep learning architecture in detecting and segmenting clinically significant prostate cancer on apparent diffusion coefficient (ADC) maps

Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems

Radiomics-based assessment of ultra-widefield leakage patterns and vessel network architecture in the PERMEATE study: insights into treatment durability

Adaptive Stabilization of Time-Delay Feedforward Systems with Unknown Parameters

dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets

On the uniformity of the approximation for generalized Stirling numbers of the second kind

Technical Note: MRQy — An open-source tool for quality control of MR imaging data

Compressed principal component regression (C–PCR) algorithm and FPGA validation

CT-Radiomic Approach to Predict G1/2 Nonfunctional Pancreatic Neuroendocrine Tumor

A 280µW, 108dB DR PPG-readout IC with reconfigurable, 2nd-order, incremental ΔΣM front-end for direct light-to-digital conversion

Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma?-A Feasibility Study

A dual-output single-stage regulating rectifier with PWM and dual-mode PFM control for wireless powering of biomedical implants

CounterFault: Value-Based Fault Localization by Modeling and Predicting Counterfactual Outcomes

Radiomic Features of Primary Rectal Cancers on Baseline T 2 -Weighted MRI Are Associated With Pathologic Complete Response to Neoadjuvant Chemoradiation: A Multisite Study

Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market

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