|
| 1 | +@article{pelligrini2021estimating, |
| 2 | + title={Estimating longitudinal depressive symptoms from smartphone data in a transdiagnostic cohort}, |
| 3 | + author={AM Pellegrini, EJ Huang, PC Staples, KL Hart, JM Lorme, HE Brown, RH Perlis, and JP Onnela}, |
| 4 | + journal={Brain and Behavior}, |
| 5 | + year={2021}, |
| 6 | + publisher={Wiley-Blackwell} |
| 7 | +} |
| 8 | + |
| 9 | +@article{fortgang2020increase, |
| 10 | + title={Increase in suicidal thinking during COVID-19}, |
| 11 | + author={R Fortgang, SB Wang, AJ Millner, A Reid-Russell, A Beukenhorst, EM Kleiman, KH Bentley, KL Zuromski, M Al-Suwaidi, SA Bird, R Buonopane, D Demarco, A Haim, VW Joyce, E Kastman, E Kilbury, H-I Lee, P Mair, CC Nash, JP Onnela, JW Smoller, and MK Nock}, |
| 12 | + journal={Clinical Psychological Science}, |
| 13 | + year={2020}, |
| 14 | + publisher={SAGE Publishing}, |
| 15 | + doi={10.1177/2167702621993857} |
| 16 | + } |
| 17 | + |
| 18 | +@article{beukenhorst2021smartphone, |
| 19 | + title={Smartphone data during the COVID-19 pandemic can quantify behavioral changes in people with ALS}, |
| 20 | + author={Beukenhorst, Anna L and Collins, Ella and Burke, Katherine M and Rahman, Syed Minhajur and Clapp, Margaret and Konanki, Sai Charan and Paganoni, Sabrina and Miller, Timothy M and Chan, James and Onnela, Jukka-Pekka and others}, |
| 21 | + journal={Muscle \& nerve}, |
| 22 | + volume={63}, |
| 23 | + number={2}, |
| 24 | + pages={258--262}, |
| 25 | + year={2021}, |
| 26 | + publisher={Wiley Online Library}, |
| 27 | + doi={10.1002/mus.27110} |
| 28 | +} |
| 29 | + |
| 30 | +@article{mercier2020digital, |
| 31 | + title={Digital Phenotyping to Quantify Psychosocial Well-Being Trajectories After Spinal Cord Injury}, |
| 32 | + author={Mercier, Hannah W and Hamner, Jason W and Torous, John and Onnela, Jukka Pekka and Taylor, J Andrew}, |
| 33 | + journal={American Journal of Physical Medicine \& Rehabilitation}, |
| 34 | + volume={99}, |
| 35 | + number={12}, |
| 36 | + pages={1138--1144}, |
| 37 | + year={2020}, |
| 38 | + publisher={LWW}, |
| 39 | + doi={10.1097/phm.0000000000001506} |
| 40 | +} |
| 41 | + |
| 42 | +@article{panda2021smartphone, |
| 43 | + title={Smartphone-Based Assessment of Preoperative Decision Conflict and Postoperative Physical Activity Among Patients Undergoing Cancer Surgery: A Prospective Cohort Study}, |
| 44 | + author={Panda, Nikhil and Solsky, Ian and Cauley, Christy E and Lipsitz, Stuart and Desai, Eesha V and Huang, Emily J and Benjamin, Evan M and Lubitz, Carrie C and Onnela, Jukka-Pekka and Haynes, Alex B}, |
| 45 | + journal={Annals of Surgery}, |
| 46 | + year={2021}, |
| 47 | + publisher={LWW}, |
| 48 | + doi={10.1097/SLA.0000000000004487} |
| 49 | +} |
| 50 | + |
| 51 | +@article{panda2020smartphone, |
| 52 | + title={Smartphone global positioning system (GPS) data enhances recovery assessment after breast cancer surgery}, |
| 53 | + author={Panda, Nikhil and Solsky, Ian and Hawrusik, Becky and Liu, Gang and Reeder, Harrison and Lipsitz, Stuart and Desai, Eesha V and Lowery, Kurt W and Miller, Kate and Gadd, Michele A and others}, |
| 54 | + journal={Annals of Surgical Oncology}, |
| 55 | + pages={1--10}, |
| 56 | + year={2020}, |
| 57 | + publisher={Springer}, |
| 58 | + doi={10.1245/s10434-020-09004-5} |
| 59 | +} |
| 60 | + |
| 61 | +@article{panda2020using, |
| 62 | + title={Using smartphones to capture novel recovery metrics after cancer surgery}, |
| 63 | + author={Panda, Nikhil and Solsky, Ian and Huang, Emily J and Lipsitz, Stuart and Pradarelli, Jason C and Delisle, Megan and Cusack, James C and Gadd, Michele A and Lubitz, Carrie C and Mullen, John T and others}, |
| 64 | + journal={JAMA surgery}, |
| 65 | + volume={155}, |
| 66 | + number={2}, |
| 67 | + pages={123--129}, |
| 68 | + year={2020}, |
| 69 | + publisher={American Medical Association}, |
| 70 | + doi={10.1001/jamasurg.2019.4702} |
| 71 | +} |
| 72 | + |
| 73 | +@article{berry2019design, |
| 74 | + title={Design and results of a smartphone-based digital phenotyping study to quantify ALS progression}, |
| 75 | + author={Berry, James D and Paganoni, Sabrina and Carlson, Kenzie and Burke, Katherine and Weber, Harli and Staples, Patrick and Salinas, Joel and Chan, James and Green, Jordan R and Connaghan, Kathryn and others}, |
| 76 | + journal={Annals of clinical and translational neurology}, |
| 77 | + volume={6}, |
| 78 | + number={5}, |
| 79 | + pages={873--881}, |
| 80 | + year={2019}, |
| 81 | + publisher={Wiley Online Library}, |
| 82 | + doi={10.1002/acn3.770} |
| 83 | +} |
| 84 | + |
| 85 | +@article{cote2019digital, |
| 86 | + title={Digital phenotyping in patients with spine disease: a novel approach to quantifying mobility and quality of life}, |
| 87 | + author={Cote, David J and Barnett, Ian and Onnela, Jukka-Pekka and Smith, Timothy R}, |
| 88 | + journal={World neurosurgery}, |
| 89 | + volume={126}, |
| 90 | + pages={e241--e249}, |
| 91 | + year={2019}, |
| 92 | + publisher={Elsevier}, |
| 93 | + doi={10.1016/j.wneu.2019.01.297} |
| 94 | +} |
| 95 | + |
| 96 | +@article{torous2018characterizing, |
| 97 | + title={Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia}, |
| 98 | + author={Torous, John and Staples, Patrick and Barnett, Ian and Sandoval, Luis R and Keshavan, Matcheri and Onnela, Jukka-Pekka}, |
| 99 | + journal={NPJ digital medicine}, |
| 100 | + volume={1}, |
| 101 | + number={1}, |
| 102 | + pages={1--9}, |
| 103 | + year={2018}, |
| 104 | + publisher={Nature Publishing Group}, |
| 105 | + doi={10.1038/s41746-018-0022-8} |
| 106 | +} |
| 107 | + |
| 108 | +@article{wright2018hope, |
| 109 | + title={The HOPE pilot study: harnessing patient-reported outcomes and biometric data to enhance cancer care}, |
| 110 | + author={Wright, Alexi A and Raman, Nikita and Staples, Patrick and Schonholz, Stephanie and Cronin, Angel and Carlson, Kenzie and Keating, Nancy L and Onnela, Jukka-Pekka}, |
| 111 | + journal={JCO clinical cancer informatics}, |
| 112 | + volume={2}, |
| 113 | + pages={1--12}, |
| 114 | + year={2018}, |
| 115 | + publisher={American Society of Clinical Oncology}, |
| 116 | + doi={10.1200/cci.17.00149} |
| 117 | +} |
| 118 | + |
| 119 | +@article{barnett2018relapse, |
| 120 | + title={Relapse prediction in schizophrenia through digital phenotyping: a pilot study}, |
| 121 | + author={Barnett, Ian and Torous, John and Staples, Patrick and Sandoval, Luis and Keshavan, Matcheri and Onnela, Jukka-Pekka}, |
| 122 | + journal={Neuropsychopharmacology}, |
| 123 | + volume={43}, |
| 124 | + number={8}, |
| 125 | + pages={1660--1666}, |
| 126 | + year={2018}, |
| 127 | + publisher={Nature Publishing Group}, |
| 128 | + doi={10.1038/s41386-018-0030-z} |
| 129 | +} |
| 130 | + |
| 131 | +@article{staples2017comparison, |
| 132 | + title={A comparison of passive and active estimates of sleep in a cohort with schizophrenia}, |
| 133 | + author={Staples, Patrick and Torous, John and Barnett, Ian and Carlson, Kenzie and Sandoval, Luis and Keshavan, Matcheri and Onnela, Jukka-Pekka}, |
| 134 | + journal={NPJ schizophrenia}, |
| 135 | + volume={3}, |
| 136 | + number={1}, |
| 137 | + pages={1--6}, |
| 138 | + year={2017}, |
| 139 | + publisher={Nature Publishing Group}, |
| 140 | + doi={10.1038/s41537-017-0038-0} |
| 141 | +} |
| 142 | + |
| 143 | +@article{onnela2016harnessing, |
| 144 | + title={Harnessing smartphone-based digital phenotyping to enhance behavioral and mental health}, |
| 145 | + author={Onnela, Jukka-Pekka and Rauch, Scott L}, |
| 146 | + journal={Neuropsychopharmacology}, |
| 147 | + volume={41}, |
| 148 | + number={7}, |
| 149 | + pages={1691--1696}, |
| 150 | + year={2016}, |
| 151 | + publisher={Nature Publishing Group}, |
| 152 | + doi={10.1038/npp.2016.7} |
| 153 | +} |
| 154 | + |
| 155 | +@article{torous2016new, |
| 156 | + title={New tools for new research in psychiatry: a scalable and customizable platform to empower data driven smartphone research}, |
| 157 | + author={Torous, John and Kiang, Mathew V and Lorme, Jeanette and Onnela, Jukka-Pekka}, |
| 158 | + journal={JMIR mental health}, |
| 159 | + volume={3}, |
| 160 | + number={2}, |
| 161 | + pages={e16}, |
| 162 | + year={2016}, |
| 163 | + publisher={JMIR Publications Inc., Toronto, Canada}, |
| 164 | + doi={10.2196/mental.5165} |
| 165 | +} |
| 166 | + |
| 167 | +@article{houle2010phenomics, |
| 168 | + title={Phenomics: the next challenge}, |
| 169 | + author={Houle, David and Govindaraju, Diddahally R and Omholt, Stig}, |
| 170 | + journal={Nature reviews genetics}, |
| 171 | + volume={11}, |
| 172 | + number={12}, |
| 173 | + pages={855--866}, |
| 174 | + year={2010}, |
| 175 | + publisher={Nature Publishing Group}, |
| 176 | + doi={10.1038/nrg2897} |
| 177 | +} |
| 178 | + |
| 179 | +@article{delude2015deep, |
| 180 | + title={Deep phenotyping: the details of disease}, |
| 181 | + author={Delude, Cathryn M}, |
| 182 | + journal={Nature}, |
| 183 | + volume={527}, |
| 184 | + number={7576}, |
| 185 | + pages={S14--S15}, |
| 186 | + year={2015}, |
| 187 | + publisher={Nature Publishing Group}, |
| 188 | + doi={10.1038/527S14a} |
| 189 | +} |
| 190 | + |
| 191 | +@article{bilder2009phenomics, |
| 192 | + title={Phenomics: the systematic study of phenotypes on a genome-wide scale}, |
| 193 | + author={Bilder, Robert M and Sabb, FW and Cannon, TD and London, ED and Jentsch, JD and Parker, D Stott and Poldrack, Russell A and Evans, C and Freimer, NB}, |
| 194 | + journal={Neuroscience}, |
| 195 | + volume={164}, |
| 196 | + number={1}, |
| 197 | + pages={30--42}, |
| 198 | + year={2009}, |
| 199 | + publisher={Elsevier}, |
| 200 | + doi={10.1016/j.neuroscience.2009.01.027} |
| 201 | +} |
| 202 | + |
| 203 | +@article{robinson2012deep, |
| 204 | + title={Deep phenotyping for precision medicine}, |
| 205 | + author={Robinson, Peter N}, |
| 206 | + journal={Human mutation}, |
| 207 | + volume={33}, |
| 208 | + number={5}, |
| 209 | + pages={777--780}, |
| 210 | + year={2012}, |
| 211 | + publisher={Wiley Online Library}, |
| 212 | + doi={10.1002/humu.22080} |
| 213 | +} |
| 214 | + |
| 215 | +@article{mora2017edaravone, |
| 216 | + title={Edaravone for treatment of early-stage ALS}, |
| 217 | + author={Mora, Jes{\'u}s S}, |
| 218 | + journal={The Lancet Neurology}, |
| 219 | + volume={16}, |
| 220 | + number={10}, |
| 221 | + pages={772}, |
| 222 | + year={2017}, |
| 223 | + publisher={Elsevier}, |
| 224 | + doi={10.1016/S1474-4422(17)30289-2} |
| 225 | +} |
| 226 | + |
| 227 | +@article{berry2019design, |
| 228 | + title={Design and results of a smartphone-based digital phenotyping study to quantify ALS progression}, |
| 229 | + author={Berry, James D and Paganoni, Sabrina and Carlson, Kenzie and Burke, Katherine and Weber, Harli and Staples, Patrick and Salinas, Joel and Chan, James and Green, Jordan R and Connaghan, Kathryn and Barback, Josh and Onnela, Jukka-Pekka}, |
| 230 | + journal={Annals of clinical and translational neurology}, |
| 231 | + volume={6}, |
| 232 | + number={5}, |
| 233 | + pages={873--881}, |
| 234 | + year={2019}, |
| 235 | + publisher={Wiley Online Library}, |
| 236 | + doi={10.1002/acn3.770} |
| 237 | +} |
| 238 | + |
| 239 | +@article{straczkiewicz2021systematic, |
| 240 | + title={A systematic review of smartphone-based human activity recognition methods for health research}, |
| 241 | + author={Straczkiewicz, Marcin and James, Peter and Onnela, Jukka-Pekka}, |
| 242 | + journal={NPJ Digital Medicine}, |
| 243 | + volume={4}, |
| 244 | + number={1}, |
| 245 | + pages={1--15}, |
| 246 | + year={2021}, |
| 247 | + publisher={Nature Publishing Group}, |
| 248 | + doi={10.1038/s41746-021-00514-4} |
| 249 | +} |
| 250 | + |
| 251 | +@misc{wiki_sensing, |
| 252 | + title={Mobile phone based sensing software}, |
| 253 | + year={2021}, |
| 254 | + howpublished={\emph{Wikipedia}. Accessed November 10, 2021 [Online]}, |
| 255 | + url={https://en.wikipedia.org/wiki/Mobile_phone_based_sensing_software} |
| 256 | +} |
| 257 | + |
| 258 | +@misc{github_ears, |
| 259 | + title={EARS-iOS-Public}, |
| 260 | + year={2020}, |
| 261 | + publisher={GitHub}, |
| 262 | + journal={GitHub repository}, |
| 263 | + url={https://github.com/C4DMH/EARS-iOS-Public} |
| 264 | + } |
| 265 | + |
| 266 | +@article{onnela2021opportunities, |
| 267 | + title={Opportunities and challenges in the collection and analysis of digital phenotyping data}, |
| 268 | + author={Onnela, Jukka-Pekka}, |
| 269 | + journal={Neuropsychopharmacology}, |
| 270 | + volume={46}, |
| 271 | + number={1}, |
| 272 | + pages={45--54}, |
| 273 | + year={2021}, |
| 274 | + publisher={Nature Publishing Group}, |
| 275 | + doi = {10.1038/s41386-020-0771-3} |
| 276 | +} |
| 277 | + |
| 278 | +@misc{researchkit, |
| 279 | + author={{ResearchKit}}, |
| 280 | + title={ResearchKit Framework Programming Guide}, |
| 281 | + year={2018}, |
| 282 | + howpublished={Accessed November 10, 2021 [Online]}, |
| 283 | + url={http://researchkit.org/docs/docs/Overview/GuideOverview.html} |
| 284 | +} |
| 285 | + |
| 286 | +@misc{sensorkit, |
| 287 | + author={{Apple Developer}}, |
| 288 | + title={SensorKit Documentation}, |
| 289 | + year={2020}, |
| 290 | + howpublished={Accessed November 10, 2021 [Online]}, |
| 291 | + url={https://developer.apple.com/documentation/sensorkit/srsensor#3681604} |
| 292 | +} |
| 293 | + |
| 294 | +@misc{cmsensor, |
| 295 | + author={{Apple Developer}}, |
| 296 | + title={Core Motion Documentation}, |
| 297 | + year={2020}, |
| 298 | + howpublished={Accessed November 10, 2021 [Online]}, |
| 299 | + url={https://developer.apple.com/documentation/coremotion/cmsensorrecorder/1615987-recordaccelerometer} |
| 300 | +} |
| 301 | + |
| 302 | +@misc{sensorkit_stepcount, |
| 303 | + author={{Apple Developer}}, |
| 304 | + title={SensorKit Documentation}, |
| 305 | + year={2020}, |
| 306 | + howpublished={Accessed November 10, 2021 [Online]}, |
| 307 | + url={https://developer.apple.com/documentation/healthkit/hkquantitytypeidentifier/1615548-stepcount} |
| 308 | +} |
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