--- a +++ b/R&D/025 Practical QiML 2.0 for Healthcare.md @@ -0,0 +1,16 @@ +[The Practical Era of Quantum-inspired Machine Learning 2.0 for Healthcare is Beginning](https://www.youtube.com/watch?v=m2u3klatmTU) Seminar 02/17/24. + +References: <br> +[[01](https://drive.google.com/file/d/1pvCe9eenMYzvfndtz5DuyNaYQiybRCNT/view?pli=1)] QML,QIML Development in Healthcare.pdf. (n.d.). Google Docs. <br> +[[02](https://drive.google.com/file/d/1KF9wX3vi2_GkX2qIjZqwzGnBTK9WOtz9/view)] Quantum Machine Learning Algorithms for Medical School Research 1-18-24.pdf. (n.d.-b). Google Docs. <br> +[[03](https://drive.google.com/file/d/13jZwFtjMLuiO90mNGWDkXLGKh8CZgH8v/view)] Effective Quantum ML Algorithm Implementations for Medical R&D 1-25-24.pdf. (n.d.-b). Google Docs. <br> +[[04](https://drive.google.com/file/d/1cHxgGq0Mvvkf163t2NY06kNhVXD5mXjQ/view)] Quantum Algorithm Time Complexity Analysis, and Future QML, QIML 2-1-24.pdf. (n.d.-c). Google Docs. <br> +[[05](https://drive.google.com/file/d/18KIdLqB_x1dt527lKXRiyx1Y7JPhnYtp/view)] Medical Quantum-inspired Machine Learning Software Migration.pdf. (n.d.-e). Google Docs. <br> +[[06](https://drive.google.com/file/d/1TGpLkzSqUkD8XFbminB2Q8qL55YzVMF3/view)] Medical Quantum-Inspired Machine Learning Software Migration Seminar 02-08-24.pdf. (n.d.-b). Google Docs.<br> +[[07](https://drive.google.com/file/d/1CvHPVpBPdBRsQHX-Q6bRRdya3rH3Qb-C/view)] Appreciably Better Quantum-inspired Processing vs. the Rest of the Field 02-12-24.pdf. (n.d.-b). Google Docs. <br> +[[08](https://epubs.siam.org/doi/10.1137/1.9781611977912.86)] Bakshi, A., & Tang, E. (2024d). An improved classical singular value transformation for quantum machine learning. In Society for Industrial and Applied Mathematics eBooks (pp. 2398–2453). <br> +[[09](https://journals.aps.org/prxquantum/abstract/10.1103/PRXQuantum.5.010308)] Tindall, J., Fishman, M., Stoudenmire, E. M., & Sels, D. (2024d). Efficient tensor network simulation of IBM’s eagle kicked ising experiment. PRX Quantum, 5(1). <br> +[[10](https://arxiv.org/abs/2402.03211)] Maslov, D. (2024d, February 5). Fast classical simulation of Harvard/QuEra IQP circuits. arXiv.org. <br> +[[11](https://www.fda.gov/medical-devices/software-medical-device-samd/artificial-intelligence-and-machine-learning-aiml-enabled-medical-devices)] Center for Devices and Radiological Health. (2023, December 6). Artificial Intelligence and Machine Learning (AI/ML)-Enabled medical devices. U.S. Food And Drug Administration. <br> +[[12](https://drive.google.com/file/d/1_4-E3fstqW2PkE005Q7a7oGe6aaqypsL/view?pli=1)] QML,QiML Industry is Progressed.pdf. (n.d.-b). Google Docs. <br> +[[13](https://arxiv.org/abs/2308.11269)] Huynh, L. (2023c, August 22). Quantum-Inspired Machine Learning: a Survey. arXiv.org. <br>