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Added AIOps page #57

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merged 14 commits into from
Nov 22, 2023
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774 changes: 725 additions & 49 deletions ops.qmd

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99 changes: 98 additions & 1 deletion references.bib
Original file line number Diff line number Diff line change
Expand Up @@ -159,6 +159,13 @@ @article{xu2023demystifying
journal={arXiv preprint arXiv:2309.16671},
year={2023}
}
@article{janapa2023edge,
title={Edge Impulse: An MLOps Platform for Tiny Machine Learning},
author={Janapa Reddi, Vijay and Elium, Alexander and Hymel, Shawn and Tischler, David and Situnayake, Daniel and Ward, Carl and Moreau, Louis and Plunkett, Jenny and Kelcey, Matthew and Baaijens, Mathijs and others},
journal={Proceedings of Machine Learning and Systems},
volume={5},
year={2023}
}
@inproceedings{coleman2022similarity,
title={Similarity search for efficient active learning and search of rare concepts},
author={Coleman, Cody and Chou, Edward and Katz-Samuels, Julian and Culatana, Sean and Bailis, Peter and Berg, Alexander C and Nowak, Robert and Sumbaly, Roshan and Zaharia, Matei and Yalniz, I Zeki},
Expand Down Expand Up @@ -2452,4 +2459,94 @@ @misc{kuzmin2022fp8
eprint={2208.09225},
archivePrefix={arXiv},
primaryClass={cs.LG}
}
}


@article{wearableinsulin,
author = {Psoma, Sotiria D. and Kanthou, Chryso},
title = {Wearable Insulin Biosensors for Diabetes Management: Advances and Challenges},
journal = {Biosensors},
volume = {13},
year = {2023},
number = {7},
article-number = {719},
url = {https://www.mdpi.com/2079-6374/13/7/719},
pubmedid = {37504117},
issn = {2079-6374},
doi = {10.3390/bios13070719}
}


@article{glucosemonitor,
author={Li, Jingzhen and Tobore, Igbe and Liu, Yuhang and Kandwal, Abhishek and Wang, Lei and Nie, Zedong},
journal={IEEE Journal of Biomedical and Health Informatics},
title={Non-invasive Monitoring of Three Glucose Ranges Based On ECG By Using DBSCAN-CNN},
year={2021},
volume={25},
number={9},
pages={3340-3350},
doi={10.1109/JBHI.2021.3072628}
}

@article{plasma,
author = {Attia, Zachi and Sugrue, Alan and Asirvatham, Samuel and Ackerman, Michael and Kapa, Suraj and Friedman, Paul and Noseworthy, Peter},
year = {2018},
month = {08},
pages = {e0201059},
title = {Noninvasive assessment of dofetilide plasma concentration using a deep learning (neural network) analysis of the surface electrocardiogram: A proof of concept study},
volume = {13},
journal = {PLOS ONE},
doi = {10.1371/journal.pone.0201059}
}

@article{afib,
author = {Yutao Guo and Hao Wang and Hui Zhang and Tong Liu and Zhaoguang Liang and Yunlong Xia and Li Yan and Yunli Xing and Haili Shi and Shuyan Li and Yanxia Liu and Fan Liu and Mei Feng and Yundai Chen and Gregory Y.H. Lip and null null },
title = {Mobile Photoplethysmographic Technology to Detect Atrial Fibrillation},
journal = {Journal of the American College of Cardiology},
volume = {74},
number = {19},
pages = {2365-2375},
year = {2019},
doi = {10.1016/j.jacc.2019.08.019}
}

@article{gaitathome,
author = {Yingcheng Liu and Guo Zhang and Christopher G. Tarolli and Rumen Hristov and Stella Jensen-Roberts and Emma M. Waddell and Taylor L. Myers and Meghan E. Pawlik and Julia M. Soto and Renee M. Wilson and Yuzhe Yang and Timothy Nordahl and Karlo J. Lizarraga and Jamie L. Adams and Ruth B. Schneider and Karl Kieburtz and Terry Ellis and E. Ray Dorsey and Dina Katabi },
title = {Monitoring gait at home with radio waves in Parkinson’s disease: A marker of severity, progression, and medication response},
journal = {Science Translational Medicine},
volume = {14},
number = {663},
pages = {eadc9669},
year = {2022},
doi = {10.1126/scitranslmed.adc9669},
URL = {https://www.science.org/doi/abs/10.1126/scitranslmed.adc9669},
eprint = {https://www.science.org/doi/pdf/10.1126/scitranslmed.adc9669}
}

@article{Chen2023,
author={Chen, Emma and Prakash, Shvetank and Janapa Reddi, Vijay and Kim, David and Rajpurkar, Pranav},
title={A framework for integrating artificial intelligence for clinical care with continuous therapeutic monitoring},
journal={Nature Biomedical Engineering},
year={2023},
month={Nov},
day={06},
issn={2157-846X},
doi={10.1038/s41551-023-01115-0},
url={https://doi.org/10.1038/s41551-023-01115-0}
}

@article{Zhang2017,
author={Zhang, Qingxue and Zhou, Dian and Zeng, Xuan},
title={Highly wearable cuff-less blood pressure and heart rate monitoring with single-arm electrocardiogram and photoplethysmogram signals},
journal={BioMedical Engineering OnLine},
year={2017},
month={Feb},
day={06},
volume={16},
number={1},
pages={23},
issn={1475-925X},
doi={10.1186/s12938-017-0317-z},
url={https://doi.org/10.1186/s12938-017-0317-z}
}