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Farhad Imani
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2020 – today
- 2024
- [j11]Sean Rescsanski, Vihaan Shah, Jiong Tang, Farhad Imani:
Stochastic Defect Localization for Cooperative Additive Manufacturing Using Gaussian Mixture Maps. J. Comput. Inf. Sci. Eng. 24(11) (2024) - [i4]Fardin Jalil Piran, Prathyush Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani:
Explainable Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring. CoRR abs/2407.07066 (2024) - [i3]Sean Rescsanski, Rainer Hebert, Azadeh Haghighi, Jiong Tang, Farhad Imani:
Towards Intelligent Cooperative Robotics in Additive Manufacturing: Past, Present and Future. CoRR abs/2408.04827 (2024) - [i2]Zhiling Chen, Hanning Chen, Mohsen Imani, Ruimin Chen, Farhad Imani:
Vision Language Model for Interpretable and Fine-grained Detection of Safety Compliance in Diverse Workplaces. CoRR abs/2408.07146 (2024) - 2023
- [c20]Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie:
Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. ICDCS 2023: 511-522 - 2022
- [c19]Mohsen Imani, Ali Zakeri, Hanning Chen, Taehyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani:
Neural computation for robust and holographic face detection. DAC 2022: 31-36 - 2021
- [c18]José Quevedo, Marwan F. Abdelatti, Farhad Imani, Manbir Sodhi:
Using reinforcement learning for tuning genetic algorithms. GECCO Companion 2021: 1503-1507 - [c17]Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani:
Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH 2021: 1-6 - [c16]Zhuowen Zou, Yeseong Kim, Farhad Imani, Haleh Alimohamadi, Rosario Cammarota, Mohsen Imani:
Scalable edge-based hyperdimensional learning system with brain-like neural adaptation. SC 2021: 38 - [i1]Zhuowen Zou, Haleh Alimohamadi, Farhad Imani, Yeseong Kim, Mohsen Imani:
Spiking Hyperdimensional Network: Neuromorphic Models Integrated with Memory-Inspired Framework. CoRR abs/2110.00214 (2021) - 2020
- [j10]Ruimin Chen, Farhad Imani, Hui Yang:
Heterogeneous Recurrence Analysis of Disease-Altered Spatiotemporal Patterns in Multi-Channel Cardiac Signals. IEEE J. Biomed. Health Informatics 24(6): 1619-1631 (2020) - [c15]Farhad Imani, Zihang Qiu, Hui Yang:
Markov Decision Process Modeling for Multi-stage Optimization of Intervention and Treatment Strategies in Breast Cancer. EMBC 2020: 5394-5397 - [c14]Zihang Qiu, Farhad Imani, Hui Yang:
Hierarchical Gaussian Process Modeling and Estimation of State-action Transition Dynamics in Breast Cancer. EMBC 2020: 5615-5618
2010 – 2019
- 2019
- [c13]Farhad Imani, Ruimin Chen, Conrad Tucker, Hui Yang:
Random Forest Modeling for Survival Analysis of Cancer Recurrences. CASE 2019: 399-404 - 2018
- [j9]Bing Yao, Farhad Imani, Hui Yang:
Markov Decision Process for Image-Guided Additive Manufacturing. IEEE Robotics Autom. Lett. 3(4): 2792-2798 (2018) - [j8]Layan Nahlawi, Caroline Goncalves, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Hagit Shatkay, Parvin Mousavi:
Stochastic Modeling of Temporal Enhanced Ultrasound: Impact of Temporal Properties on Prostate Cancer Characterization. IEEE Trans. Biomed. Eng. 65(8): 1798-1809 (2018) - 2017
- [c12]Layan Nahlawi, Caroline Goncalves, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi, Hagit Shatkay:
Models of temporal enhanced ultrasound data for prostate cancer diagnosis: the impact of time-series order. Medical Imaging: Image-Guided Procedures 2017: 101351D - 2016
- [j7]Shekoofeh Azizi, Farhad Imani, Sahar Ghavidel, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi:
Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. 11(6): 947-956 (2016) - [c11]Farhad Imani, Sahar Ghavidel, Purang Abolmaesumi, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Derek W. Cool, Matthew Bastian-Jordan, Zahra Kassam, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi:
Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study. Medical Imaging: Computer-Aided Diagnosis 2016: 97851K - [c10]Layan Nahlawi, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Hagit Shatkay, Parvin Mousavi:
Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data. MICCAI (1) 2016: 644-652 - [c9]Shekoofeh Azizi, Farhad Imani, Jin Tae Kwak, Amir M. Tahmasebi, Sheng Xu, Pingkun Yan, Jochen Kruecker, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Parvin Mousavi, Purang Abolmaesumi:
Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy. MICCAI (1) 2016: 653-661 - [c8]Sahar Ghavidel, Farhad Imani, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi:
Classification of prostate cancer grade using temporal ultrasound: in vivo feasibility study. Medical Imaging: Image-Guided Procedures 2016: 97860K - 2015
- [j6]Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Harsh K. Agarwal, Shyam Bharat, Nishant Uniyal, Ismail Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi:
Augmenting MRI-transrectal ultrasound-guided prostate biopsy with temporal ultrasound data: a clinical feasibility study. Int. J. Comput. Assist. Radiol. Surg. 10(6): 727-735 (2015) - [j5]Farhad Imani, Mahdi Ramezani, Saman Nouranian, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Robert Siemens, Aaron D. Ward, Parvin Mousavi, Purang Abolmaesumi:
Ultrasound-Based Characterization of Prostate Cancer Using Joint Independent Component Analysis. IEEE Trans. Biomed. Eng. 62(7): 1796-1804 (2015) - [j4]Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Michael Leveridge, Silvia D. Chang, Robert Siemens, Aaron Fenster, Aaron D. Ward, Parvin Mousavi:
Computer-Aided Prostate Cancer Detection Using Ultrasound RF Time Series: In Vivo Feasibility Study. IEEE Trans. Medical Imaging 34(11): 2248-2257 (2015) - [j3]Siavash Khallaghi, C. Antonio Sánchez, Abtin Rasoulian, Yue Sun, Farhad Imani, Amir Khojaste, Orcun Goksel, Cesare Romagnoli, Hamidreza Abdi, Silvia D. Chang, Parvin Mousavi, Aaron Fenster, Aaron D. Ward, Sidney S. Fels, Purang Abolmaesumi:
Biomechanically Constrained Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. IEEE Trans. Medical Imaging 34(11): 2404-2414 (2015) - [c7]Layan Nahlawi, Farhad Imani, Mena Gaed, Jose A. Gomez, Madeleine Moussa, Eli Gibson, Aaron Fenster, Aaron D. Ward, Purang Abolmaesumi, Parvin Mousavi, Hagit Shatkay:
Using Hidden Markov Models to capture temporal aspects of ultrasound data in prostate cancer. BIBM 2015: 446-449 - [c6]Amir Khojaste, Farhad Imani, Mehdi Moradi, David M. Berman, D. Robert Siemens, Eric E. Sauerberi, Alexander H. Boag, Purang Abolmaesumi, Parvin Mousavi:
Characterization of aggressive prostate cancer using ultrasound RF time series. Medical Imaging: Computer-Aided Diagnosis 2015: 94141A - [c5]Shekoofeh Azizi, Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak, Sheng Xu, Nishant Uniyal, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood, Mehdi Moradi, Parvin Mousavi, Purang Abolmaesumi:
Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks. MICCAI (2) 2015: 70-77 - [c4]Ki-Hwan G. Bae, Long Zheng, Farhad Imani:
Asimulation analysis of the vehicle axle and spring assembly lines. WSC 2015: 2249-2259 - 2014
- [c3]Nishant Uniyal, Farhad Imani, Amir M. Tahmasebi, Harsh K. Agarwal, Shyam Bharat, Pingkun Yan, Jochen Kruecker, Jin Tae Kwak, Sheng Xu, Bradford J. Wood, Peter A. Pinto, Baris Turkbey, Peter L. Choyke, Purang Abolmaesumi, Parvin Mousavi, Mehdi Moradi:
Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy. CLIP@MICCAI 2014: 142-150 - 2013
- [j2]Mohammad I. Daoud, Parvin Mousavi, Farhad Imani, Robert Rohling, Purang Abolmaesumi:
Tissue Classification Using Ultrasound-Induced Variations in Acoustic Backscattering Features. IEEE Trans. Biomed. Eng. 60(2): 310-320 (2013) - [j1]Farhad Imani, Purang Abolmaesumi, Mark Z. Wu, Andras Lasso, Everette Clif Burdette, Goutam Ghoshal, Tamas Heffter, Emery Williams, Paul Neubauer, Gabor Fichtinger, Parvin Mousavi:
Ultrasound-Guided Characterization of Interstitial Ablated Tissue Using RF Time Series: Feasibility Study. IEEE Trans. Biomed. Eng. 60(6): 1608-1618 (2013) - [c2]Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi:
Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study. MICCAI (2) 2013: 279-286 - 2011
- [c1]Farhad Imani, Mark Z. Wu, Andras Lasso, Everette Clif Burdette, Mohammad I. Daoud, Gabor Fitchinger, Purang Abolmaesumi, Parvin Mousavi:
Monitoring of Tissue Ablation Using Time Series of Ultrasound RF Data. MICCAI (1) 2011: 379-386
Coauthor Index
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