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182 | 182 | url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
183 | 183 | display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
184 | 184 | highlight: 0 |
| 185 | +- title: '"Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic |
| 186 | + Nervous System Features."' |
| 187 | + image: '' |
| 188 | + description: '' |
| 189 | + authors: Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover |
| 190 | + MB, Barbieri R, Akeju O |
| 191 | + link: |
| 192 | + url: https://bdsp-core.github.io/cdac-downloads/2019_Polk_AnnuIntConfIEEEEngMedBiolSoc_31946297.pdf |
| 193 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 194 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 195 | + International Conference. 2019. 2019. 2019-2022. doi: 10.1109/EMBC.2019.8857704. |
| 196 | + PMID: 31946297.' |
| 197 | + highlight: 0 |
| 198 | +- title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
| 199 | + image: '' |
| 200 | + description: '' |
| 201 | + authors: Ghassemi MM, Moody BE, Lehman LH, Song C, Li Q, Sun H, Mark RG, Westover |
| 202 | + MB, Clifford GD |
| 203 | + link: |
| 204 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Ghassemi_ComputCardiol2010_34796237.pdf |
| 205 | + display: 'Computing in cardiology. 2018. 45. doi: 10.22489/cinc.2018.049. PMID: |
| 206 | + 34796237.' |
| 207 | + highlight: 0 |
| 208 | +- title: '"ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram |
| 209 | + for heart rate variability analysis in the intensive care unit."' |
| 210 | + image: '' |
| 211 | + description: '' |
| 212 | + authors: Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover |
| 213 | + MB |
| 214 | + link: |
| 215 | + url: https://bdsp-core.github.io/cdac-downloads/2018_Rebergen_JClinMonitComput_28210934.pdf |
| 216 | + display: 'Journal of clinical monitoring and computing. 2018. 32(1). 53-61. doi: |
| 217 | + 10.1007/s10877-017-9999-9. PMID: 28210934.' |
| 218 | + highlight: 0 |
| 219 | +- title: '"Patient-Specific Classification of ICU Sedation Levels From Heart Rate |
| 220 | + Variability."' |
| 221 | + image: '' |
| 222 | + description: '' |
| 223 | + authors: Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi |
| 224 | + SA, Akeju O, Barbieri R, Purdon PL, Westover MB |
| 225 | + link: |
| 226 | + url: https://bdsp-core.github.io/cdac-downloads/2017_Nagaraj_CritCareMed_28441231.pdf |
| 227 | + display: 'Critical care medicine. 2017. 45(7). e683-e690. doi: 10.1097/CCM.0000000000002364. |
| 228 | + PMID: 28441231.' |
| 229 | + highlight: 0 |
| 230 | +- title: '"Heart rate variability as a biomarker for sedation depth estimation in |
| 231 | + ICU patients."' |
| 232 | + image: '' |
| 233 | + description: '' |
| 234 | + authors: Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal |
| 235 | + ES, Purdon PL, Westover MB |
| 236 | + link: |
| 237 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_AnnuIntConfIEEEEngMedBiolSoc_28269712.pdf |
| 238 | + display: 'Annual International Conference of the IEEE Engineering in Medicine |
| 239 | + and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual |
| 240 | + International Conference. 2016. 2016. 6397-6400. doi: 10.1109/EMBC.2016.7592192. |
| 241 | + PMID: 28269712.' |
| 242 | + highlight: 0 |
| 243 | +- title: '"Automatic Classification of Sedation Levels in ICU Patients Using Heart |
| 244 | + Rate Variability."' |
| 245 | + image: '' |
| 246 | + description: '' |
| 247 | + authors: Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover |
| 248 | + MB |
| 249 | + link: |
| 250 | + url: https://bdsp-core.github.io/cdac-downloads/2016_Nagaraj_CritCareMed_27035240.pdf |
| 251 | + display: 'Critical care medicine. 2016. 44(9). e782-9. doi: 10.1097/CCM.0000000000001708. |
| 252 | + PMID: 27035240.' |
| 253 | + highlight: 0 |
| 254 | +- title: '"Classification algorithms for predicting sleepiness and sleep apnea severity."' |
| 255 | + image: '' |
| 256 | + description: '' |
| 257 | + authors: Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT |
| 258 | + link: |
| 259 | + url: https://bdsp-core.github.io/cdac-downloads/2012_Eiseman_JSleepRes_21752133.pdf |
| 260 | + display: 'Journal of sleep research. 2012. 21(1). 101-12. doi: 10.1111/j.1365-2869.2011.00935.x. |
| 261 | + PMID: 21752133.' |
| 262 | + highlight: 0 |
| 263 | +- title: '"The Harvard-Emory ECG Database."' |
| 264 | + image: '' |
| 265 | + description: '' |
| 266 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 267 | + AD, Reinertsen E, Song S, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna |
| 268 | + MA, Westover MB, Clifford GD |
| 269 | + link: |
| 270 | + url: https://bdsp-core.github.io/cdac-downloads/2026_Koscova_SciData_41741499.pdf |
| 271 | + display: 'Scientific data. 2026. 13(1). doi: 10.1038/s41597-026-06861-9. PMID: |
| 272 | + 41741499.' |
| 273 | + highlight: 0 |
| 274 | +- title: '"An Electrocardiogram Foundation Model Built on over 10 Million Recordings."' |
| 275 | + image: '' |
| 276 | + description: '' |
| 277 | + authors: Li J, Aguirre AD, Moura V, Jin J, Liu C, Zhong L, Sun C, Clifford G, Westover |
| 278 | + MB, Hong S |
| 279 | + link: |
| 280 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Li_NEJMAI_40771651.pdf |
| 281 | + display: 'NEJM AI. 2025. 2(7). doi: 10.1056/aioa2401033. PMID: 40771651.' |
| 282 | + highlight: 0 |
| 283 | +- title: '"The Harvard-Emory ECG Database."' |
| 284 | + image: '' |
| 285 | + description: '' |
| 286 | + authors: Koscova Z, Li Q, Robichaux C, Junior VM, Ghanta M, Gupta A, Rosand J, Aguirre |
| 287 | + A, Hong S, Albert DE, Xue J, Parekh A, Sameni R, Reyna MA, Westover MB, Cliford |
| 288 | + GD |
| 289 | + link: |
| 290 | + url: https://bdsp-core.github.io/cdac-downloads/2025_Koscova_medRxiv_40385443.pdf |
| 291 | + display: 'medRxiv : the preprint server for health sciences. 2025. doi: 10.1101/2024.09.27.24314503. |
| 292 | + PMID: 40385443.' |
| 293 | + highlight: 0 |
| 294 | +- title: '"Sleep staging in the ICU with heart rate variability and breathing signals. |
| 295 | + An exploratory cross-sectional study using deep neural networks."' |
| 296 | + image: '' |
| 297 | + description: '' |
| 298 | + authors: Ganglberger W, Krishnamurthy PV, Quadri SA, Tesh RA, Bucklin AA, Adra N, |
| 299 | + Da Silva Cardoso M, Leone MJ, Hemmige A, Rajan S, Panneerselvam E, Paixao L, Higgins |
| 300 | + J, Ayub MA, Shao YP, Coughlin B, Sun H, Ye EM, Cash SS, Thompson BT, Akeju O, |
| 301 | + Kuller D, Thomas RJ, Westover MB |
| 302 | + link: |
| 303 | + url: https://bdsp-core.github.io/cdac-downloads/2023_Ganglberger_FrontNetwPhysiol_36926545.pdf |
| 304 | + display: 'Frontiers in network physiology. 2023. 3. 1120390. doi: 10.3389/fnetp.2023.1120390. |
| 305 | + PMID: 36926545.' |
| 306 | + highlight: 0 |
| 307 | +- title: '"Sleep staging from electrocardiography and respiration with deep learning."' |
| 308 | + image: '' |
| 309 | + description: '' |
| 310 | + authors: Sun H, Ganglberger W, Panneerselvam E, Leone MJ, Quadri SA, Goparaju B, |
| 311 | + Tesh RA, Akeju O, Thomas RJ, Westover MB |
| 312 | + link: |
| 313 | + url: https://bdsp-core.github.io/cdac-downloads/2020_Sun_Sleep_31863111.pdf |
| 314 | + display: 'Sleep. 2020. 43(7). doi: 10.1093/sleep/zsz306. PMID: 31863111.' |
| 315 | + highlight: 0 |
185 | 316 | - title: '"You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018."' |
186 | 317 | image: '' |
187 | 318 | description: '' |
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