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313 | 313 | url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
314 | 314 | display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
315 | 315 | highlight: 0 |
| 316 | +- title: '"Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic |
| 317 | + Nervous System Features."' |
| 318 | + image: '' |
| 319 | + description: '' |
| 320 | + authors: Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover |
| 321 | + MB, Barbieri R, Akeju O |
| 322 | + link: |
| 323 | + url: https://bdsp-core.github.io/cdac-downloads/2019_Polk_AnnuIntConfIEEEEngMedBiolSoc_31946297.pdf |
| 324 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 325 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 326 | + International Conference. 2019. 2019. 2019-2022. doi: 10.1109/EMBC.2019.8857704. |
| 327 | + PMID: 31946297.' |
| 328 | + highlight: 0 |
| 329 | +- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
| 330 | + image: '' |
| 331 | + description: '' |
| 332 | + authors: Ghassemi MM, Moody BE, Lehman LH, Song C, Li Q, Sun H, Mark RG, Westover |
| 333 | + MB, Clifford GD |
| 334 | + link: |
| 335 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Ghassemi_ComputCardiol2010_34796237.pdf |
| 336 | + display: 'Computing in cardiology. 2018. 45. doi: 10.22489/cinc.2018.049. PMID: |
| 337 | + 34796237.' |
| 338 | + highlight: 0 |
| 339 | +- title: '"ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram |
| 340 | + for heart rate variability analysis in the intensive care unit."' |
| 341 | + image: '' |
| 342 | + description: '' |
| 343 | + authors: Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover |
| 344 | + MB |
| 345 | + link: |
| 346 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Rebergen_JClinMonitComput_28210934.pdf |
| 347 | + display: 'Journal of clinical monitoring and computing. 2018. 32(1). 53-61. doi: |
| 348 | + 10.1007/s10877-017-9999-9. PMID: 28210934.' |
| 349 | + highlight: 0 |
| 350 | +- title: '"Patient-Specific Classification of ICU Sedation Levels From Heart Rate |
| 351 | + Variability."' |
| 352 | + image: '' |
| 353 | + description: '' |
| 354 | + authors: Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi |
| 355 | + SA, Akeju O, Barbieri R, Purdon PL, Westover MB |
| 356 | + link: |
| 357 | + url: https://bdsp-core.github.io/cdac-downloads/2017_Nagaraj_CritCareMed_28441231.pdf |
| 358 | + display: 'Critical care medicine. 2017. 45(7). e683-e690. doi: 10.1097/CCM.0000000000002364. |
| 359 | + PMID: 28441231.' |
| 360 | + highlight: 0 |
| 361 | +- title: '"Heart rate variability as a biomarker for sedation depth estimation in |
| 362 | + ICU patients."' |
| 363 | + image: '' |
| 364 | + description: '' |
| 365 | + authors: Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal |
| 366 | + ES, Purdon PL, Westover MB |
| 367 | + link: |
| 368 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_AnnuIntConfIEEEEngMedBiolSoc_28269712.pdf |
| 369 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 370 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 371 | + International Conference. 2016. 2016. 6397-6400. doi: 10.1109/EMBC.2016.7592192. |
| 372 | + PMID: 28269712.' |
| 373 | + highlight: 0 |
| 374 | +- title: '"Automatic Classification of Sedation Levels in ICU Patients Using Heart |
| 375 | + Rate Variability."' |
| 376 | + image: '' |
| 377 | + description: '' |
| 378 | + authors: Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover |
| 379 | + MB |
| 380 | + link: |
| 381 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_CritCareMed_27035240.pdf |
| 382 | + display: 'Critical care medicine. 2016. 44(9). e782-9. doi: 10.1097/CCM.0000000000001708. |
| 383 | + PMID: 27035240.' |
| 384 | + highlight: 0 |
| 385 | +- title: '"Classification algorithms for predicting sleepiness and sleep apnea severity."' |
| 386 | + image: '' |
| 387 | + description: '' |
| 388 | + authors: Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT |
| 389 | + link: |
| 390 | + url: https://bdsp-core.github.io/cdac-downloads/2012_Eiseman_JSleepRes_21752133.pdf |
| 391 | + display: 'Journal of sleep research. 2012. 21(1). 101-12. doi: 10.1111/j.1365-2869.2011.00935.x. |
| 392 | + PMID: 21752133.' |
| 393 | + highlight: 0 |
| 394 | +- title: '"The Harvard-Emory ECG Database."' |
| 395 | + image: '' |
| 396 | + description: '' |
| 397 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 398 | + AD, Reinertsen E, Song S, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna |
| 399 | + MA, Westover MB, Clifford GD |
| 400 | + link: |
| 401 | + url: https://bdsp-core.github.io/cdac-downloads/2026_Koscova_SciData_41741499.pdf |
| 402 | + display: 'Scientific data. 2026. 13(1). doi: 10.1038/s41597-026-06861-9. PMID: |
| 403 | + 41741499.' |
| 404 | + highlight: 0 |
| 405 | +- title: '"An Electrocardiogram Foundation Model Built on over 10 Million Recordings."' |
| 406 | + image: '' |
| 407 | + description: '' |
| 408 | + authors: Li J, Aguirre AD, Moura V, Jin J, Liu C, Zhong L, Sun C, Clifford G, Westover |
| 409 | + MB, Hong S |
| 410 | + link: |
| 411 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Li_NEJMAI_40771651.pdf |
| 412 | + display: 'NEJM AI. 2025. 2(7). doi: 10.1056/aioa2401033. PMID: 40771651.' |
| 413 | + highlight: 0 |
| 414 | +- title: '"The Harvard-Emory ECG Database."' |
| 415 | + image: '' |
| 416 | + description: '' |
| 417 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 418 | + A, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna MA, Westover MB, Cliford |
| 419 | + GD |
| 420 | + link: |
| 421 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Koscova_medRxiv_40385443.pdf |
| 422 | + display: 'medRxiv : the preprint server for health sciences. 2025. doi: 10.1101/2024.09.27.24314503. |
| 423 | + PMID: 40385443.' |
| 424 | + highlight: 0 |
| 425 | +- title: '"Sleep staging in the ICU with heart rate variability and breathing signals. |
| 426 | + An exploratory cross-sectional study using deep neural networks."' |
| 427 | + image: '' |
| 428 | + description: '' |
| 429 | + authors: Ganglberger W, Krishnamurthy PV, Quadri SA, Tesh RA, Bucklin AA, Adra N, |
| 430 | + Da Silva Cardoso M, Leone MJ, Hemmige A, Rajan S, Panneerselvam E, Paixao L, Higgins |
| 431 | + J, Ayub MA, Shao YP, Coughlin B, Sun H, Ye EM, Cash SS, Thompson BT, Akeju O, |
| 432 | + Kuller D, Thomas RJ, Westover MB |
| 433 | + link: |
| 434 | + url: https://bdsp-core.github.io/cdac-downloads/2023_Ganglberger_FrontNetwPhysiol_36926545.pdf |
| 435 | + display: 'Frontiers in network physiology. 2023. 3. 1120390. doi: 10.3389/fnetp.2023.1120390. |
| 436 | + PMID: 36926545.' |
| 437 | + highlight: 0 |
| 438 | +- title: '"Sleep staging from electrocardiography and respiration with deep learning."' |
| 439 | + image: '' |
| 440 | + description: '' |
| 441 | + authors: Sun H, Ganglberger W, Panneerselvam E, Leone MJ, Quadri SA, Goparaju B, |
| 442 | + Tesh RA, Akeju O, Thomas RJ, Westover MB |
| 443 | + link: |
| 444 | + url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
| 445 | + display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
| 446 | + highlight: 0 |
316 | 447 | - title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
317 | 448 | image: '' |
318 | 449 | description: '' |
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