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@article{DBLP:journals/sensors/HuHCKH24,
  author       = {Yang Hu and
                  Mengyue Huang and
                  Jonathan Cerna and
                  Rachneet Kaur and
                  Manuel E. Hernandez},
  title        = {Tai Chi Expertise Classification in Older Adults Using Wrist Wearables
                  and Machine Learning},
  journal      = {Sensors},
  volume       = {24},
  number       = {15},
  pages        = {4955},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2403-11047,
  author       = {Zhen Zeng and
                  Rachneet Kaur and
                  Suchetha Siddagangappa and
                  Tucker Balch and
                  Manuela Veloso},
  title        = {From Pixels to Predictions: Spectrogram and Vision Transformer for
                  Better Time Series Forecasting},
  journal      = {CoRR},
  volume       = {abs/2403.11047},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2404-16563,
  author       = {Elizabeth Fons and
                  Rachneet Kaur and
                  Soham Palande and
                  Zhen Zeng and
                  Svitlana Vyetrenko and
                  Tucker Balch},
  title        = {Evaluating Large Language Models on Time Series Feature Understanding:
                  {A} Comprehensive Taxonomy and Benchmark},
  journal      = {CoRR},
  volume       = {abs/2404.16563},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2406-12908,
  author       = {Kausik Lakkaraju and
                  Rachneet Kaur and
                  Zhen Zeng and
                  Parisa Zehtabi and
                  Sunandita Patra and
                  Biplav Srivastava and
                  Marco Valtorta},
  title        = {Rating Multi-Modal Time-Series Forecasting Models {(MM-TSFM)} for
                  Robustness Through a Causal Lens},
  journal      = {CoRR},
  volume       = {abs/2406.12908},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2407-06533,
  author       = {Rachneet Kaur and
                  Zhen Zeng and
                  Tucker Balch and
                  Manuela Veloso},
  title        = {{LETS-C:} Leveraging Language Embedding for Time Series Classification},
  journal      = {CoRR},
  volume       = {abs/2407.06533},
  year         = {2024}
}

@article{DBLP:journals/patterns/DaduSKKIQRAHGCWSCNF23,
  author       = {Anant Dadu and
                  Vipul Satone and
                  Rachneet Kaur and
                  Mathew J. Koretsky and
                  Hirotaka Iwaki and
                  Yue A. Qi and
                  Daniel M. Ramos and
                  Brian B. Avants and
                  Jacob Hesterman and
                  Roger Gunn and
                  Mark R. Cookson and
                  Michael E. Ward and
                  Andrew B. Singleton and
                  Roy H. Campbell and
                  Mike A. Nalls and
                  Faraz Faghri},
  title        = {Application of Aligned-UMAP to longitudinal biomedical studies},
  journal      = {Patterns},
  volume       = {4},
  number       = {6},
  pages        = {100741},
  year         = {2023}
}

@article{DBLP:journals/sensors/SinghPKSBH23,
  author       = {Mehar Singh and
                  Prithvi Prakash and
                  Rachneet Kaur and
                  Richard B. Sowers and
                  James Robert Brasic and
                  Manuel Enrique Hernandez},
  title        = {A Deep Learning Approach for Automatic and Objective Grading of the
                  Motor Impairment Severity in Parkinson's Disease for Use in Tele-Assessments},
  journal      = {Sensors},
  volume       = {23},
  number       = {21},
  pages        = {9004},
  year         = {2023}
}

@article{DBLP:journals/tbe/KaurLMSH23,
  author       = {Rachneet Kaur and
                  Joshua Levy and
                  Robert W. Motl and
                  Richard B. Sowers and
                  Manuel E. Hernandez},
  title        = {Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride
                  Dynamics in Gait},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {70},
  number       = {7},
  pages        = {2181--2192},
  year         = {2023}
}

@article{DBLP:journals/titb/KaurMSH23,
  author       = {Rachneet Kaur and
                  Robert W. Motl and
                  Richard B. Sowers and
                  Manuel E. Hernandez},
  title        = {A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's
                  Disease Gait Dysfunctions - {A} Deep Learning Approach},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {27},
  number       = {1},
  pages        = {190--201},
  year         = {2023}
}

@inproceedings{DBLP:conf/embc/PrakashKLSBH23,
  author       = {Prithvi Prakash and
                  Rachneet Kaur and
                  Joshua Levy and
                  Richard B. Sowers and
                  James R. Brasic and
                  Manuel E. Hernandez},
  title        = {A Deep Learning Approach for Grading of Motor Impairment Severity
                  in Parkinson's Disease},
  booktitle    = {{EMBC}},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2023}
}

@inproceedings{DBLP:conf/icaif/ZengKSBV23,
  author       = {Zhen Zeng and
                  Rachneet Kaur and
                  Suchetha Siddagangappa and
                  Tucker Balch and
                  Manuela Veloso},
  title        = {From Pixels to Predictions: Spectrogram and Vision Transformer for
                  Better Time Series Forecasting},
  booktitle    = {{ICAIF}},
  pages        = {82--90},
  publisher    = {{ACM}},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2304-04912,
  author       = {Zhen Zeng and
                  Rachneet Kaur and
                  Suchetha Siddagangappa and
                  Saba Rahimi and
                  Tucker Balch and
                  Manuela Veloso},
  title        = {Financial Time Series Forecasting using {CNN} and Transformer},
  journal      = {CoRR},
  volume       = {abs/2304.04912},
  year         = {2023}
}

@article{DBLP:journals/tbe/KaurCMHS21,
  author       = {Rachneet Kaur and
                  Zizhang Chen and
                  Robert W. Motl and
                  Manuel E. Hernandez and
                  Richard B. Sowers},
  title        = {Predicting Multiple Sclerosis From Gait Dynamics Using an Instrumented
                  Treadmill: {A} Machine Learning Approach},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {68},
  number       = {9},
  pages        = {2666--2677},
  year         = {2021}
}

@inproceedings{DBLP:conf/embc/KaurGS21,
  author       = {Rachneet Kaur and
                  Hamid Gholamhosseini and
                  Roopak Sinha},
  title        = {Lesion Border Detection of Skin Cancer Images Using Deep Fully Convolutional
                  Neural Network with Customized Weights},
  booktitle    = {{EMBC}},
  pages        = {3035--3038},
  publisher    = {{IEEE}},
  year         = {2021}
}

@inproceedings{DBLP:conf/embc/ZiegelmanAHBKSH21,
  author       = {Liran Ziegelman and
                  Abdulrahman Alkurdi and
                  Yang Hu and
                  Alka Bishnoi and
                  Rachneet Kaur and
                  Richard B. Sowers and
                  Elizabeth T. Hsiao{-}Wecksler and
                  Manuel E. Hernandez},
  title        = {Feasibility of {VR} Technology in Eliciting State Anxiety Changes
                  While Walking in Older Women},
  booktitle    = {{EMBC}},
  pages        = {583--586},
  publisher    = {{IEEE}},
  year         = {2021}
}

@inproceedings{DBLP:conf/embc/HuBKSH20,
  author       = {Yang Hu and
                  Alka Bishnoi and
                  Rachneet Kaur and
                  Richard B. Sowers and
                  Manuel E. Hernandez},
  title        = {Exploration of Machine Learning to Identify Community Dwelling Older
                  Adults with Balance Dysfunction Using Short Duration Accelerometer
                  Data},
  booktitle    = {{EMBC}},
  pages        = {812--815},
  publisher    = {{IEEE}},
  year         = {2020}
}

@inproceedings{DBLP:conf/embc/KaurGS20,
  author       = {Rachneet Kaur and
                  Hamid Gholamhosseini and
                  Roopak Sinha},
  title        = {Deep Convolutional Neural Network for Melanoma Detection using Dermoscopy
                  Images},
  booktitle    = {{EMBC}},
  pages        = {1524--1527},
  publisher    = {{IEEE}},
  year         = {2020}
}

@inproceedings{DBLP:conf/embc/KaurKHS20,
  author       = {Rachneet Kaur and
                  Maxim Korolkov and
                  Manuel E. Hernandez and
                  Richard B. Sowers},
  title        = {Automatic Identification of Brain Independent Components in Electroencephalography
                  Data Collected while Standing in a Virtually Immersive Environment
                  - {A} Deep Learning-Based Approach},
  booktitle    = {{EMBC}},
  pages        = {95--98},
  publisher    = {{IEEE}},
  year         = {2020}
}

@inproceedings{DBLP:conf/bibm/SunKZYSH19,
  author       = {Rongyi Sun and
                  Rachneet Kaur and
                  Liran Ziegelman and
                  Shuo Yang and
                  Richard B. Sowers and
                  Manuel E. Hernandez},
  title        = {Using Virtual Reality to Examine the Correlation between Balance Function
                  and Anxiety in Stance},
  booktitle    = {{BIBM}},
  pages        = {1633--1640},
  publisher    = {{IEEE}},
  year         = {2019}
}

@inproceedings{DBLP:conf/embc/KaurMZSH19,
  author       = {Rachneet Kaur and
                  Sanjana Menon and
                  Xiaomiao Zhang and
                  Richard B. Sowers and
                  Manuel E. Hernandez},
  title        = {Exploring Characteristic Features in Gait Patterns for Predicting
                  Multiple Sclerosis},
  booktitle    = {{EMBC}},
  pages        = {4217--4220},
  publisher    = {{IEEE}},
  year         = {2019}
}

@inproceedings{DBLP:conf/embc/KaurSZSH19,
  author       = {Rachneet Kaur and
                  Rongyi Sun and
                  Liran Ziegelman and
                  Richard B. Sowers and
                  Manuel E. Hernandez},
  title        = {Using Virtual Reality to Examine the Neural and Physiological Responses
                  to Height and Perturbations in Quiet Standing},
  booktitle    = {{EMBC}},
  pages        = {5233--5236},
  publisher    = {{IEEE}},
  year         = {2019}
}

@inproceedings{DBLP:conf/humanoids/KaurSZSH19,
  author       = {Rachneet Kaur and
                  Rongyi Sun and
                  Liran Ziegelman and
                  Richard B. Sowers and
                  Manuel E. Hernandez},
  title        = {Using Virtual Reality to Examine the Neural and Physiological Anxiety-Related
                  Responses to Balance-Demanding Target-Reaching Leaning Tasks},
  booktitle    = {Humanoids},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2019}
}

@inproceedings{DBLP:conf/embc/KaurLLHS18,
  author       = {Rachneet Kaur and
                  Xun Lin and
                  Alexander Layton and
                  Manuel E. Hernandez and
                  Richard B. Sowers},
  title        = {Virtual Reality, Visual Cliffs, and Movement Disorders},
  booktitle    = {{EMBC}},
  pages        = {81--84},
  publisher    = {{IEEE}},
  year         = {2018}
}

@article{DBLP:journals/corr/abs-1812-00546,
  author       = {Vipul Satone and
                  Rachneet Kaur and
                  Faraz Faghri and
                  Mike A. Nalls and
                  Andrew B. Singleton and
                  Roy H. Campbell},
  title        = {Learning the progression and clinical subtypes of Alzheimer's disease
                  from longitudinal clinical data},
  journal      = {CoRR},
  volume       = {abs/1812.00546},
  year         = {2018}
}
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