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ORCIDRamin Fallahzadeh
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2020 – today
- 2023
[j9]Martin Becker
, Huda Nassar, Camilo Espinosa, Ina A. Stelzer, Dorien Feyaerts, Eloïse Berson, Neda Hajiakhoond Bidoki, Alan L. Chang, Geetha Saarunya, Anthony Culos, Davide De Francesco, Ramin Fallahzadeh, Qun Liu, Yeasul Kim, Ivana Maric, Samson Mataraso, Seyedeh Neelufar Payrovnaziri, Thanaphong Phongpreecha, Neal G. Ravindra, Natalie Stanley, Sayane Shome, Yuqi Tan, Melan Thuraiappah, Maria Xenochristou, Lei Xue, Gary M. Shaw, David K. Stevenson, Martin S. Angst, Brice Gaudilliere, Nima Aghaeepour:
Large-scale correlation network construction for unraveling the coordination of complex biological systems. Nat. Comput. Sci. 3(4): 346-359 (2023)- [j8]Ramin Fallahzadeh, Zhila Esna Ashari, Parastoo Alinia, Hassan Ghasemzadeh:
Personalized Activity Recognition Using Partially Available Target Data. IEEE Trans. Mob. Comput. 22(1): 374-388 (2023) - [i1]Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco-Martín, José Manuel Moya, Jisé Luis Ayala, Hassan Ghasemzadeh:
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition. CoRR abs/2311.09238 (2023) - 2022
- [j7]Ivana Maric, Kévin Contrepois, Mira N. Moufarrej, Ina A. Stelzer, Dorien Feyaerts, Xiaoyuan Han, Andy Tang, Natalie Stanley, Ronald J. Wong, Gavin M. Traber, Mathew Ellenberger, Alan L. Chang, Ramin Fallahzadeh, Huda Nassar, Martin Becker, Maria Xenochristou, Camilo Espinosa, Davide De Francesco, Mohammad S. Ghaemi, Elizabeth K. Costello, Anthony Culos, Xuefeng Bruce Ling, Karl G. Sylvester, Gary L. Darmstadt, Virginia D. Winn, Gary M. Shaw, David A. Relman, Stephen R. Quake, Martin S. Angst, Michael P. Snyder, David K. Stevenson, Brice Gaudilliere, Nima Aghaeepour:
Early prediction and longitudinal modeling of preeclampsia from multiomics. Patterns 3(12): 100655 (2022) - 2020
- [j6]Anthony Culos, Amy Tsai, Natalie Stanley, Martin Becker, Mohammad Sajjad Ghaemi, David Mcilwain, Ramin Fallahzadeh, Athena Tanada, Huda Nassar, Camilo Espinosa, Maria Xenochristou, Edward Ganio, Laura Peterson, Xiaoyuan Han, Ina A. Stelzer, Kazuo Ando, Dyani Gaudilliere, Thanaphong Phongpreecha, Ivana Maric, Alan L. Chang, Gary M. Shaw, David K. Stevenson, Sean Bendall, Kara L. Davis, Wendy J. Fantl, Garry P. Nolan, Trevor Hastie, Robert Tibshirani, Martin S. Angst, Brice Gaudilliere, Nima Aghaeepour:
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions. Nat. Mach. Intell. 2(10): 619-628 (2020)
2010 – 2019
- 2019
- [j5]Josué Pagán, Ramin Fallahzadeh, Mahdi Pedram, José L. Risco-Martín, José Manuel Moya, José L. Ayala, Hassan Ghasemzadeh:
Toward Ultra-Low-Power Remote Health Monitoring: An Optimal and Adaptive Compressed Sensing Framework for Activity Recognition. IEEE Trans. Mob. Comput. 18(3): 658-673 (2019) - 2018
- [j4]Ramin Fallahzadeh, Hassan Ghasemzadeh:
Trading Off Power Consumption and Prediction Performance in Wearable Motion Sensors: An Optimal and Real-Time Approach. ACM Trans. Design Autom. Electr. Syst. 23(5): 67:1-67:23 (2018) - 2017
- [j3]Ramin Fallahzadeh, Yuchao Ma, Hassan Ghasemzadeh:
Context-Aware System Design for Remote Health Monitoring: An Application to Continuous Edema Assessment. IEEE Trans. Mob. Comput. 16(8): 2159-2173 (2017) - [c14]Ramin Fallahzadeh, Josué Pagán Ortiz, Hassan Ghasemzadeh:
Adaptive compressed sensing at the fingertip of Internet-of-Things sensors: An ultra-low power activity recognition. DATE 2017: 996-1001 - [c13]Josué Pagán, Ramin Fallahzadeh, Hassan Ghasemzadeh, José Manuel Moya, José Luis Risco-Martín, José L. Ayala:
An optimal approach for low-power migraine prediction models in the state-of-the-art wireless monitoring devices. DATE 2017: 1297-1302 - [c12]Ramin Fallahzadeh, Parastoo Alinia, Hassan Ghasemzadeh:
Learn-on-the-go: Autonomous cross-subject context learning for internet-of-things applications. ICCAD 2017: 360-367 - [c11]Ramin Fallahzadeh, Hassan Ghasemzadeh:
Personalization without user interruption: boosting activity recognition in new subjects using unlabeled data. ICCPS 2017: 293-302 - [c10]Samaneh Aminikhanghahi, Ramin Fallahzadeh, Matthew Sawyer, Diane J. Cook, Lawrence B. Holder:
Thyme: Improving Smartphone Prompt Timing Through Activity Awareness. ICMLA 2017: 315-322 - [c9]Ramin Fallahzadeh, Bryan David Minor, Lorraine S. Evangelista, Diane J. Cook, Hassan Ghasemzadeh:
Mobile sensing to improve medication adherence: demo abstract. IPSN 2017: 279-280 - [c8]Mahdi Pedram, Seyed Ali Rokni, Ramin Fallahzadeh, Hassan Ghasemzadeh:
A beverage intake tracking system based on machine learning algorithms, and ultrasonic and color sensors: poster abstract. IPSN 2017: 313-314 - 2016
- [j2]Parastoo Alinia, Ramyar Saeedi, Ramin Fallahzadeh, Seyed Ali Rokni, Hassan Ghasemzadeh:
A Reliable and Reconfigurable Signal Processing Framework for Estimation of Metabolic Equivalent of Task in Wearable Sensors. IEEE J. Sel. Top. Signal Process. 10(5): 842-853 (2016) - [j1]Hassan Ghasemzadeh, Ramin Fallahzadeh, Roozbeh Jafari:
A Hardware-Assisted Energy-Efficient Processing Model for Activity Recognition Using Wearables. ACM Trans. Design Autom. Electr. Syst. 21(4): 58:1-58:27 (2016) - [c7]Niloofar Hezarjaribi, Ramin Fallahzadeh, Hassan Ghasemzadeh:
A machine learning approach for medication adherence monitoring using body-worn sensors. DATE 2016: 842-845 - [c6]Ramin Fallahzadeh, Samaneh Aminikhanghahi, Ashley Nichole Gibson, Diane J. Cook:
Toward personalized and context-aware prompting for smartphone-based intervention. EMBC 2016: 6010-6013 - [c5]Ramin Fallahzadeh, Mahdi Pedram, Hassan Ghasemzadeh:
SmartSock: A wearable platform for context-aware assessment of ankle edema. EMBC 2016: 6302-6306 - [c4]Ramin Fallahzadeh, Hassan Ghasemzadeh:
CyHOP: A generic framework for real-time power-performance optimization in networked wearable motion sensors. ICCD 2016: 428-431 - [c3]Ramyar Saeedi, Ramin Fallahzadeh, Parastoo Alinia, Hassan Ghasemzadeh:
An Energy-Efficient Computational Model for Uncertainty Management in Dynamically Changing Networked Wearables. ISLPED 2016: 46-51 - 2015
- [c2]Yuchao Ma, Ramin Fallahzadeh, Hassan Ghasemzadeh:
Toward robust and platform-agnostic gait analysis. BSN 2015: 1-6 - [c1]Ramin Fallahzadeh, Mahdi Pedram, Ramyar Saeedi, Bahman Sadeghi, Michael K. Ong, Hassan Ghasemzadeh:
Smart-Cuff: A wearable bio-sensing platform with activity-sensitive information quality assessment for monitoring ankle edema. PerCom Workshops 2015: 57-62
Coauthor Index
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