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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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