Data Scientist
Calico Life Sciences
South San Francisco

Journals

  1. M. Kafashan, G. Gupte, P. Kang, O. Hyche, A. Luong, G. V. Prateek, Y.E.S. Ju, B.J.A. Palanca, “A personalized semi-automatic sleep spindle detection (PSASD) framework,” in Journal of Neuroscience Methods, 2024. [link] [code]
  2. Z. Chen, A. Raj, G. V. Prateek, A. Di Francesco, J. Liu, B. E. Keyes, G. Kolumam, V. Jojic, and A. Freund, “Automated, high-dimensional evaluation of physiological aging and resilience in outbred mice,” in eLife, vol. 11, Apr 2022. [summary] [link] [code]
  3. G. V. Prateek, Y-E. Ju, and A. Nehorai, “Sparsity-assited signal denoising and pattern recognition in time-series data,” in Circuits, Systems, and Signal Processing, vol. 41, pp. 249–298, Jan. 2022. [link] [code]
  4. G. V. Prateek, P. Mazzoni, G. M. Earhart, and A. Nehorai, “Gait cycle validation and segmentation using inertial sensors,” in IEEE Transactions on Biomedical Engineering, vol. 67, no. 8, pp. 2132-2144, Aug. 2020. [pdf] [suppl] [code]
  5. G. V. Prateek, I. Skog, M. E. McNeely, R. P. Duncan, G. M. Earhart, and A. Nehorai, “Modeling, detecting, and tracking freezing of gait in Parkinson disease using inertial sensors,” in IEEE Transactions on Biomedical Engineering, vol. 65, no. 10, pp. 2152-2161, Oct. 2018. [pdf] [suppl] [slides]
  6. G. V. Prateek, M. Hurtado, and A. Nehorai, “Target detection using weather radars and electromagnetic vector sensors,” Signal Processing, vol. 137, pages 387-397, Aug 2017. [pdf] [slides]
  7. K. V. S. Hari, J.O. Nilsson, I. Skog, P. Händel, J. Rantakokko, and G. V. Prateek, “A prototype of a first-responder indoor localization system,” Journal of the Indian Institute of Science, vol. no. 93(3), pp. 511-520, 2013. [pdf]

Conferences

  1. R. Girisha, G. V. Prateek, K. V. S. Hari, and P. Händel, “Fusing the navigation information of dual foot-mounted zero-velocity-update-aided inertial navigation systems,” International Conference on Signal Processing and Communications (SPCOM), Bangalore, 2014, pp. 1-6. [pdf] [slides] [code]
  2. G. V. Prateek, R. Girisha, K. V. S. Hari, and P. Händel, “Data Fusion of dual foot-mounted INS to reduce the systematic heading drift,” 4th International Conference on Intelligent Systems, Modelling and Simulation, Bangkok, 2013, pp. 208-213. [pdf] [slides] [code]
  3. G. V. Prateek, K. Nijil, and K. V. S. Hari, “Classification of vehicles using magnetic field angle model,” 4th International Conference on Intelligent Systems, Modelling and Simulation, Bangkok, 2013, pp. 214-219. [pdf] [slides]
  4. G. V. Prateek, V. Rajkumar, K. Nijil, and K. V. S. Hari, “Classification of vehicles using magnetic dipole model,” TENCON IEEE Region 10 Conference, Cebu, 2012, pp. 1-6. [pdf] [slides]
  5. S. Veeramachaneni, M. Kirthi Krishan, G. V. Prateek, S. Sen, B. Sanklecha, and M. B. Srinivas, “A novel carry-look ahead approach to a unified BCD and binary adder/subtractor,” 21st International Conference on VLSI Design (VLSID 2008), Hyderabad, 2008, pp. 547-552.

Thesis

  1. “A modular approach for modeling, detecting, and tracking freezing of gait in Parkinson disease using inertial sensors” [link] [slides] [demo-1] [demo-2]

Posters

  1. G. V. Prateek, M. Hurtado, and A. Nehorai, “Passive bistatic radar using weather radars and electromagnetic vector senors,” 38th Conference on Radar Meterology, Chicago, Aug 2017. [poster]