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444 | 444 | url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
445 | 445 | display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
446 | 446 | highlight: 0 |
| 447 | +- title: '"Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic |
| 448 | + Nervous System Features."' |
| 449 | + image: '' |
| 450 | + description: '' |
| 451 | + authors: Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover |
| 452 | + MB, Barbieri R, Akeju O |
| 453 | + link: |
| 454 | + url: https://bdsp-core.github.io/cdac-downloads/2019_Polk_AnnuIntConfIEEEEngMedBiolSoc_31946297.pdf |
| 455 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 456 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 457 | + International Conference. 2019. 2019. 2019-2022. doi: 10.1109/EMBC.2019.8857704. |
| 458 | + PMID: 31946297.' |
| 459 | + highlight: 0 |
| 460 | +- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
| 461 | + image: '' |
| 462 | + description: '' |
| 463 | + authors: Ghassemi MM, Moody BE, Lehman LH, Song C, Li Q, Sun H, Mark RG, Westover |
| 464 | + MB, Clifford GD |
| 465 | + link: |
| 466 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Ghassemi_ComputCardiol2010_34796237.pdf |
| 467 | + display: 'Computing in cardiology. 2018. 45. doi: 10.22489/cinc.2018.049. PMID: |
| 468 | + 34796237.' |
| 469 | + highlight: 0 |
| 470 | +- title: '"ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram |
| 471 | + for heart rate variability analysis in the intensive care unit."' |
| 472 | + image: '' |
| 473 | + description: '' |
| 474 | + authors: Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover |
| 475 | + MB |
| 476 | + link: |
| 477 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Rebergen_JClinMonitComput_28210934.pdf |
| 478 | + display: 'Journal of clinical monitoring and computing. 2018. 32(1). 53-61. doi: |
| 479 | + 10.1007/s10877-017-9999-9. PMID: 28210934.' |
| 480 | + highlight: 0 |
| 481 | +- title: '"Patient-Specific Classification of ICU Sedation Levels From Heart Rate |
| 482 | + Variability."' |
| 483 | + image: '' |
| 484 | + description: '' |
| 485 | + authors: Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi |
| 486 | + SA, Akeju O, Barbieri R, Purdon PL, Westover MB |
| 487 | + link: |
| 488 | + url: https://bdsp-core.github.io/cdac-downloads/2017_Nagaraj_CritCareMed_28441231.pdf |
| 489 | + display: 'Critical care medicine. 2017. 45(7). e683-e690. doi: 10.1097/CCM.0000000000002364. |
| 490 | + PMID: 28441231.' |
| 491 | + highlight: 0 |
| 492 | +- title: '"Heart rate variability as a biomarker for sedation depth estimation in |
| 493 | + ICU patients."' |
| 494 | + image: '' |
| 495 | + description: '' |
| 496 | + authors: Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal |
| 497 | + ES, Purdon PL, Westover MB |
| 498 | + link: |
| 499 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_AnnuIntConfIEEEEngMedBiolSoc_28269712.pdf |
| 500 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 501 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 502 | + International Conference. 2016. 2016. 6397-6400. doi: 10.1109/EMBC.2016.7592192. |
| 503 | + PMID: 28269712.' |
| 504 | + highlight: 0 |
| 505 | +- title: '"Automatic Classification of Sedation Levels in ICU Patients Using Heart |
| 506 | + Rate Variability."' |
| 507 | + image: '' |
| 508 | + description: '' |
| 509 | + authors: Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover |
| 510 | + MB |
| 511 | + link: |
| 512 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_CritCareMed_27035240.pdf |
| 513 | + display: 'Critical care medicine. 2016. 44(9). e782-9. doi: 10.1097/CCM.0000000000001708. |
| 514 | + PMID: 27035240.' |
| 515 | + highlight: 0 |
| 516 | +- title: '"Classification algorithms for predicting sleepiness and sleep apnea severity."' |
| 517 | + image: '' |
| 518 | + description: '' |
| 519 | + authors: Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT |
| 520 | + link: |
| 521 | + url: https://bdsp-core.github.io/cdac-downloads/2012_Eiseman_JSleepRes_21752133.pdf |
| 522 | + display: 'Journal of sleep research. 2012. 21(1). 101-12. doi: 10.1111/j.1365-2869.2011.00935.x. |
| 523 | + PMID: 21752133.' |
| 524 | + highlight: 0 |
| 525 | +- title: '"The Harvard-Emory ECG Database."' |
| 526 | + image: '' |
| 527 | + description: '' |
| 528 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 529 | + AD, Reinertsen E, Song S, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna |
| 530 | + MA, Westover MB, Clifford GD |
| 531 | + link: |
| 532 | + url: https://bdsp-core.github.io/cdac-downloads/2026_Koscova_SciData_41741499.pdf |
| 533 | + display: 'Scientific data. 2026. 13(1). doi: 10.1038/s41597-026-06861-9. PMID: |
| 534 | + 41741499.' |
| 535 | + highlight: 0 |
| 536 | +- title: '"An Electrocardiogram Foundation Model Built on over 10 Million Recordings."' |
| 537 | + image: '' |
| 538 | + description: '' |
| 539 | + authors: Li J, Aguirre AD, Moura V, Jin J, Liu C, Zhong L, Sun C, Clifford G, Westover |
| 540 | + MB, Hong S |
| 541 | + link: |
| 542 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Li_NEJMAI_40771651.pdf |
| 543 | + display: 'NEJM AI. 2025. 2(7). doi: 10.1056/aioa2401033. PMID: 40771651.' |
| 544 | + highlight: 0 |
| 545 | +- title: '"The Harvard-Emory ECG Database."' |
| 546 | + image: '' |
| 547 | + description: '' |
| 548 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 549 | + A, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna MA, Westover MB, Cliford |
| 550 | + GD |
| 551 | + link: |
| 552 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Koscova_medRxiv_40385443.pdf |
| 553 | + display: 'medRxiv : the preprint server for health sciences. 2025. doi: 10.1101/2024.09.27.24314503. |
| 554 | + PMID: 40385443.' |
| 555 | + highlight: 0 |
| 556 | +- title: '"Sleep staging in the ICU with heart rate variability and breathing signals. |
| 557 | + An exploratory cross-sectional study using deep neural networks."' |
| 558 | + image: '' |
| 559 | + description: '' |
| 560 | + authors: Ganglberger W, Krishnamurthy PV, Quadri SA, Tesh RA, Bucklin AA, Adra N, |
| 561 | + Da Silva Cardoso M, Leone MJ, Hemmige A, Rajan S, Panneerselvam E, Paixao L, Higgins |
| 562 | + J, Ayub MA, Shao YP, Coughlin B, Sun H, Ye EM, Cash SS, Thompson BT, Akeju O, |
| 563 | + Kuller D, Thomas RJ, Westover MB |
| 564 | + link: |
| 565 | + url: https://bdsp-core.github.io/cdac-downloads/2023_Ganglberger_FrontNetwPhysiol_36926545.pdf |
| 566 | + display: 'Frontiers in network physiology. 2023. 3. 1120390. doi: 10.3389/fnetp.2023.1120390. |
| 567 | + PMID: 36926545.' |
| 568 | + highlight: 0 |
| 569 | +- title: '"Sleep staging from electrocardiography and respiration with deep learning."' |
| 570 | + image: '' |
| 571 | + description: '' |
| 572 | + authors: Sun H, Ganglberger W, Panneerselvam E, Leone MJ, Quadri SA, Goparaju B, |
| 573 | + Tesh RA, Akeju O, Thomas RJ, Westover MB |
| 574 | + link: |
| 575 | + url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
| 576 | + display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
| 577 | + highlight: 0 |
447 | 578 | - title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
448 | 579 | image: '' |
449 | 580 | description: '' |
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