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% Source: https://alzhub.org/research?category=digital&year=2018
% 61 entries, in the order the page lists them. Built from alzhub.org's own records.
% 0 entries have no readable author in the source record and carry no author field.

@article{yoon2018-30272098,
  author  = {Yoon, D. H. and Lee, J. Y. and Song, W.},
  title   = {{Effects of Resistance Exercise Training on Cognitive Function and Physical Performance in Cognitive Frailty: A Randomized Controlled Trial}},
  journal = {The journal of nutrition, health \& aging},
  year    = {2018},
  doi     = {10.1007/s12603-018-1090-9},
  pmid    = {30272098},
  url     = {https://doi.org/10.1007/s12603-018-1090-9}
}

@article{heinzel2018-30008693,
  author  = {Heinzel, S. and Berg, D. and Binder, S. and Ebersbach, G. and Hickstein, L. and Herbst, H. and Lorrain, M. and Wellach, I. and others},
  title   = {{Do We Need to Rethink the Epidemiology and Healthcare Utilization of Parkinson's Disease in Germany?}},
  journal = {Frontiers in neurology},
  year    = {2018},
  doi     = {10.3389/fneur.2018.00500},
  pmid    = {30008693},
  url     = {https://doi.org/10.3389/fneur.2018.00500}
}

@article{nguyen2018-30080934,
  author  = {Nguyen, C. and Lairson, D. R. and Swartz, M. D. and Du, X. L.},
  title   = {{Risks of Major Long-Term Side Effects Associated with Androgen-Deprivation Therapy in Men with Prostate Cancer}},
  journal = {Pharmacotherapy},
  year    = {2018},
  doi     = {10.1002/phar.2168},
  pmid    = {30080934},
  url     = {https://doi.org/10.1002/phar.2168}
}

@article{mervin2018-29325922,
  author  = {Mervin, M. C. and Moyle, W. and Jones, C. and Murfield, J. and Draper, B. and Beattie, E. and Shum, D. H. K. and O'Dwyer, S. and others},
  title   = {{The Cost-Effectiveness of Using PARO, a Therapeutic Robotic Seal, to Reduce Agitation and Medication Use in Dementia: Findings from a Cluster-Randomized Controlled Trial}},
  journal = {Journal of the American Medical Directors Association},
  year    = {2018},
  doi     = {10.1016/j.jamda.2017.10.008},
  pmid    = {29325922},
  url     = {https://doi.org/10.1016/j.jamda.2017.10.008}
}

@article{young2018-30323170,
  author  = {Young, A. L. and Marinescu, R. V. and Oxtoby, N. P. and Bocchetta, M. and Yong, K. and Firth, N. C. and Cash, D. M. and Thomas, D. L. and others},
  title   = {{Uncovering the heterogeneity and temporal complexity of neurodegenerative diseases with Subtype and Stage Inference}},
  journal = {Nature communications},
  year    = {2018},
  doi     = {10.1038/s41467-018-05892-0},
  pmid    = {30323170},
  url     = {https://doi.org/10.1038/s41467-018-05892-0}
}

@article{choi2018-29454006,
  author  = {Choi, H. and Jin, K. H. and {Alzheimer’s Disease Neuroimaging Initiative}},
  title   = {{Predicting cognitive decline with deep learning of brain metabolism and amyloid imaging}},
  journal = {Behavioural brain research},
  year    = {2018},
  doi     = {10.1016/j.bbr.2018.02.017},
  pmid    = {29454006},
  url     = {https://doi.org/10.1016/j.bbr.2018.02.017}
}

@article{moyle2018-29563027,
  author  = {Moyle, W. and Jones, C. and Murfield, J. and Thalib, L. and Beattie, E. and Shum, D. and O'Dwyer, S. and Mervin, M. C. and others},
  title   = {{Effect of a robotic seal on the motor activity and sleep patterns of older people with dementia, as measured by wearable technology: A cluster-randomised controlled trial}},
  journal = {Maturitas},
  year    = {2018},
  doi     = {10.1016/j.maturitas.2018.01.007},
  pmid    = {29563027},
  url     = {https://doi.org/10.1016/j.maturitas.2018.01.007}
}

@article{lee2018-29515131,
  author  = {Lee, J. S. and Kim, C. and Shin, J. H. and Cho, H. and Shin, D. S. and Kim, N. and Kim, H. J. and Kim, Y. and others},
  title   = {{Machine Learning-based Individual Assessment of Cortical Atrophy Pattern in Alzheimer's Disease Spectrum: Development of the Classifier and Longitudinal Evaluation}},
  journal = {Scientific reports},
  year    = {2018},
  doi     = {10.1038/s41598-018-22277-x},
  pmid    = {29515131},
  url     = {https://doi.org/10.1038/s41598-018-22277-x}
}

@article{mosnier2018-30091185,
  author  = {Mosnier, I. and Vanier, A. and Bonnard, D. and Lina-Granade, G. and Truy, E. and Bordure, P. and Godey, B. and Marx, M. and others},
  title   = {{Long-Term Cognitive Prognosis of Profoundly Deaf Older Adults After Hearing Rehabilitation Using Cochlear Implants}},
  journal = {Journal of the American Geriatrics Society},
  year    = {2018},
  doi     = {10.1111/jgs.15445},
  pmid    = {30091185},
  url     = {https://doi.org/10.1111/jgs.15445}
}

@article{vogel2018-29688388,
  author  = {Vogel, J. W. and Vachon-Presseau, E. and Pichet Binette, A. and Tam, A. and Orban, P. and La Joie, R. and Savard, M. and Picard, C. and others},
  title   = {{Brain properties predict proximity to symptom onset in sporadic Alzheimer's disease}},
  journal = {Brain : a journal of neurology},
  year    = {2018},
  doi     = {10.1093/brain/awy093},
  pmid    = {29688388},
  url     = {https://doi.org/10.1093/brain/awy093}
}

@article{mueller2017-29375365,
  author  = {Mueller, K. D. and Koscik, R. L. and Hermann, B. P. and Johnson, S. C. and Turkstra, L. S.},
  title   = {{Declines in Connected Language Are Associated with Very Early Mild Cognitive Impairment: Results from the Wisconsin Registry for Alzheimer's Prevention}},
  journal = {Frontiers in aging neuroscience},
  year    = {2017},
  doi     = {10.3389/fnagi.2017.00437},
  pmid    = {29375365},
  url     = {https://doi.org/10.3389/fnagi.2017.00437}
}

@article{cleretdelangavant2018-29986849,
  author  = {Cleret de Langavant, L. and Bayen, E. and Yaffe, K.},
  title   = {{Unsupervised Machine Learning to Identify High Likelihood of Dementia in Population-Based Surveys: Development and Validation Study}},
  journal = {Journal of medical Internet research},
  year    = {2018},
  doi     = {10.2196/10493},
  pmid    = {29986849},
  url     = {https://doi.org/10.2196/10493}
}

@article{levine2018-28605446,
  author  = {Levine, D. M. and Lipsitz, SR. and Linder, J. A.},
  title   = {{Changes in Everyday and Digital Health Technology Use Among Seniors in Declining Health}},
  journal = {The journals of gerontology. Series A, Biological sciences and medical sciences},
  year    = {2018},
  doi     = {10.1093/gerona/glx116},
  pmid    = {28605446},
  url     = {https://doi.org/10.1093/gerona/glx116}
}

@article{leng2019-30553098,
  author  = {Leng, M. and Liu, P. and Zhang, P. and Hu, M. and Zhou, H. and Li, G. and Yin, H. and Chen, L.},
  title   = {{Pet robot intervention for people with dementia: A systematic review and meta-analysis of randomized controlled trials}},
  journal = {Psychiatry research},
  year    = {2019},
  doi     = {10.1016/j.psychres.2018.12.032},
  pmid    = {30553098},
  url     = {https://doi.org/10.1016/j.psychres.2018.12.032}
}

@article{allers2018-29721593,
  author  = {Allers, K. and Hoffmann, F.},
  title   = {{Mortality and hospitalization at the end of life in newly admitted nursing home residents with and without dementia}},
  journal = {Social psychiatry and psychiatric epidemiology},
  year    = {2018},
  doi     = {10.1007/s00127-018-1523-0},
  pmid    = {29721593},
  url     = {https://doi.org/10.1007/s00127-018-1523-0}
}

@article{verma2018-30054888,
  author  = {Verma, A. A. and Guo, Y. and Kwan, J. L. and Lapointe-Shaw, L. and Rawal, S. and Tang, T. and Weinerman, A. and Razak, F.},
  title   = {{Prevalence and Costs of Discharge Diagnoses in Inpatient General Internal Medicine: a Multi-center Cross-sectional Study}},
  journal = {Journal of general internal medicine},
  year    = {2018},
  doi     = {10.1007/s11606-018-4591-7},
  pmid    = {30054888},
  url     = {https://doi.org/10.1007/s11606-018-4591-7}
}

@article{mamo2018-30304320,
  author  = {Mamo, S. K. and Reed, N. S. and Price, C. and Occhipinti, D. and Pletnikova, A. and Lin, F. R. and Oh, E. S.},
  title   = {{Hearing Loss Treatment in Older Adults With Cognitive Impairment: A Systematic Review}},
  journal = {Journal of speech, language, and hearing research : JSLHR},
  year    = {2018},
  doi     = {10.1044/2018_jslhr-h-18-0077},
  pmid    = {30304320},
  url     = {https://doi.org/10.1044/2018_jslhr-h-18-0077}
}

@article{jammeh2018-30564722,
  author  = {Jammeh, E. A. and Carroll, C. B. and Pearson, S. W. and Escudero, J. and Anastasiou, A. and Zhao, P. and Chenore, T. and Zajicek, J. and others},
  title   = {{Machine-learning based identification of undiagnosed dementia in primary care: a feasibility study}},
  journal = {BJGP open},
  year    = {2018},
  doi     = {10.3399/bjgpopen18x101589},
  pmid    = {30564722},
  url     = {https://doi.org/10.3399/bjgpopen18x101589}
}

@article{forseth2018-29860298,
  author  = {Forseth, K. J. and Kadipasaoglu, C. M. and Conner, C. R. and Hickok, G. and Knight, R. T. and Tandon, N.},
  title   = {{A lexical semantic hub for heteromodal naming in middle fusiform gyrus}},
  journal = {Brain : a journal of neurology},
  year    = {2018},
  doi     = {10.1093/brain/awy120},
  pmid    = {29860298},
  url     = {https://doi.org/10.1093/brain/awy120}
}

@article{mueller2018-29669461,
  author  = {Mueller, K. D. and Hermann, B. and Mecollari, J. and Turkstra, L. S.},
  title   = {{Connected speech and language in mild cognitive impairment and Alzheimer's disease: A review of picture description tasks}},
  journal = {Journal of clinical and experimental neuropsychology},
  year    = {2018},
  doi     = {10.1080/13803395.2018.1446513},
  pmid    = {29669461},
  url     = {https://doi.org/10.1080/13803395.2018.1446513}
}

@article{swan2018-29554196,
  author  = {Swan, K. and Hopper, M. and Wenke, R. and Jackson, C. and Till, T. and Conway, E.},
  title   = {{Speech-Language Pathologist Interventions for Communication in Moderate-Severe Dementia: A Systematic Review}},
  journal = {American journal of speech-language pathology},
  year    = {2018},
  doi     = {10.1044/2017_ajslp-17-0043},
  pmid    = {29554196},
  url     = {https://doi.org/10.1044/2017_ajslp-17-0043}
}

@article{liu2018-29970996,
  author  = {Liu, M. and Cheng, D. and Yan, W. and {Alzheimer’s Disease Neuroimaging Initiative}},
  title   = {{Classification of Alzheimer's Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET Images}},
  journal = {Frontiers in neuroinformatics},
  year    = {2018},
  doi     = {10.3389/fninf.2018.00035},
  pmid    = {29970996},
  url     = {https://doi.org/10.3389/fninf.2018.00035}
}

@article{greene2018-29880124,
  author  = {Greene, S. J. and O'Brien, E. C. and Mentz, R. J. and Luo, N. and Hardy, N. C. and Laskey, W. K. and Heidenreich, P. A. and Chang, C. L. and others},
  title   = {{Home-Time After Discharge Among Patients Hospitalized With Heart Failure}},
  journal = {Journal of the American College of Cardiology},
  year    = {2018},
  doi     = {10.1016/j.jacc.2018.03.517},
  pmid    = {29880124},
  url     = {https://doi.org/10.1016/j.jacc.2018.03.517}
}

@article{ng2018-29720722,
  author  = {Ng, H. S. and Koczwara, B. and Roder, D. and Vitry, A.},
  title   = {{Development of comorbidities in men with prostate cancer treated with androgen deprivation therapy: an Australian population-based cohort study}},
  journal = {Prostate cancer and prostatic diseases},
  year    = {2018},
  doi     = {10.1038/s41391-018-0036-y},
  pmid    = {29720722},
  url     = {https://doi.org/10.1038/s41391-018-0036-y}
}

@article{beltrami2018-30483116,
  author  = {Beltrami, D. and Gagliardi, G. and Rossini Favretti, R. and Ghidoni, E. and Tamburini, F. and Calzà, L.},
  title   = {{Speech Analysis by Natural Language Processing Techniques: A Possible Tool for Very Early Detection of Cognitive Decline?}},
  journal = {Frontiers in aging neuroscience},
  year    = {2018},
  doi     = {10.3389/fnagi.2018.00369},
  pmid    = {30483116},
  url     = {https://doi.org/10.3389/fnagi.2018.00369}
}

@article{pellegrini2018-30364671,
  author  = {Pellegrini, E. and Ballerini, L. and Hernandez, M. D. C. V. and Chappell, F. M. and González-Castro, V. and Anblagan, D. and Danso, S. and Muñoz-Maniega, S. and others},
  title   = {{Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review}},
  journal = {Alzheimer's \& dementia (Amsterdam, Netherlands)},
  year    = {2018},
  doi     = {10.1016/j.dadm.2018.07.004},
  pmid    = {30364671},
  url     = {https://doi.org/10.1016/j.dadm.2018.07.004}
}

@article{gold2018-29955666,
  author  = {Gold, M. and Amatniek, J. and Carrillo, M. C. and Cedarbaum, J. M. and Hendrix, J. A. and Miller, B. B. and Robillard, J. M. and Rice, J. J. and others},
  title   = {{Digital technologies as biomarkers, clinical outcomes assessment, and recruitment tools in Alzheimer's disease clinical trials}},
  journal = {Alzheimer's \& dementia (New York, N. Y.)},
  year    = {2018},
  doi     = {10.1016/j.trci.2018.04.003},
  pmid    = {29955666},
  url     = {https://doi.org/10.1016/j.trci.2018.04.003}
}

@article{liu2018-29352978,
  author  = {Liu, X. and Chen, K. and Wu, T. and Weidman, D. and Lure, F. and Li, J.},
  title   = {{Use of multimodality imaging and artificial intelligence for diagnosis and prognosis of early stages of Alzheimer's disease}},
  journal = {Translational research : the journal of laboratory and clinical medicine},
  year    = {2018},
  doi     = {10.1016/j.trsl.2018.01.001},
  pmid    = {29352978},
  url     = {https://doi.org/10.1016/j.trsl.2018.01.001}
}

@article{irwin2018-29228211,
  author  = {Irwin, D. J. and McMillan, C. T. and Xie, S. X. and Rascovsky, K. and Van Deerlin, V. M. and Coslett, H. B. and Hamilton, R. and Aguirre, G. K. and others},
  title   = {{Asymmetry of post-mortem neuropathology in behavioural-variant frontotemporal dementia}},
  journal = {Brain : a journal of neurology},
  year    = {2018},
  doi     = {10.1093/brain/awx319},
  pmid    = {29228211},
  url     = {https://doi.org/10.1093/brain/awx319}
}

@article{hou2018-29947276,
  author  = {Hou, X. and Fiesel, F. C. and Truban, D. and Castanedes Casey, M. and Lin, W. L. and Soto, A. I. and Tacik, P. and Rousseau, L. G. and others},
  title   = {{Age- and disease-dependent increase of the mitophagy marker phospho-ubiquitin in normal aging and Lewy body disease}},
  journal = {Autophagy},
  year    = {2018},
  doi     = {10.1080/15548627.2018.1461294},
  pmid    = {29947276},
  url     = {https://doi.org/10.1080/15548627.2018.1461294}
}

@article{tenkate2018-30261928,
  author  = {Ten Kate, M. and Redolfi, A. and Peira, E. and Bos, I. and Vos, S. J. and Vandenberghe, R. and Gabel, S. and Schaeverbeke, J. and others},
  title   = {{MRI predictors of amyloid pathology: results from the EMIF-AD Multimodal Biomarker Discovery study}},
  journal = {Alzheimer's research \& therapy},
  year    = {2018},
  doi     = {10.1186/s13195-018-0428-1},
  pmid    = {30261928},
  url     = {https://doi.org/10.1186/s13195-018-0428-1}
}

@article{mcardle2018-29614664,
  author  = {Mc Ardle, R. and Morris, R. and Hickey, A. and Del Din, S. and Koychev, I. and Gunn, R. N. and Lawson, J. and Zamboni, G. and others},
  title   = {{Gait in Mild Alzheimer's Disease: Feasibility of Multi-Center Measurement in the Clinic and Home with Body-Worn Sensors: A Pilot Study}},
  journal = {Journal of Alzheimer's disease : JAD},
  year    = {2018},
  doi     = {10.3233/jad-171116},
  pmid    = {29614664},
  url     = {https://doi.org/10.3233/jad-171116}
}

@article{liu2018-29572601,
  author  = {Liu, M. and Cheng, D. and Wang, K. and Wang, Y. and {Alzheimer’s Disease Neuroimaging Initiative}},
  title   = {{Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer's Disease Diagnosis}},
  journal = {Neuroinformatics},
  year    = {2018},
  doi     = {10.1007/s12021-018-9370-4},
  pmid    = {29572601},
  url     = {https://doi.org/10.1007/s12021-018-9370-4}
}

@article{salvatore2018-29881340,
  author  = {Salvatore, C. and Cerasa, A. and Castiglioni, I.},
  title   = {{MRI Characterizes the Progressive Course of AD and Predicts Conversion to Alzheimer's Dementia 24 Months Before Probable Diagnosis}},
  journal = {Frontiers in aging neuroscience},
  year    = {2018},
  doi     = {10.3389/fnagi.2018.00135},
  pmid    = {29881340},
  url     = {https://doi.org/10.3389/fnagi.2018.00135}
}

@article{konig2018-28847279,
  author  = {Konig, A. and Satt, A. and Sorin, A. and Hoory, R. and Derreumaux, A. and David, R. and Robert, P. H.},
  title   = {{Use of Speech Analyses within a Mobile Application for the Assessment of Cognitive Impairment in Elderly People}},
  journal = {Current Alzheimer research},
  year    = {2018},
  doi     = {10.2174/1567205014666170829111942},
  pmid    = {28847279},
  url     = {https://doi.org/10.2174/1567205014666170829111942}
}

@article{ding2019-30398430,
  author  = {Ding, Y. and Sohn, J. H. and Kawczynski, M. G. and Trivedi, H. and Harnish, R. and Jenkins, N. W. and Lituiev, D. and Copeland, T. P. and others},
  title   = {{A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18 F-FDG PET of the Brain}},
  journal = {Radiology},
  year    = {2019},
  doi     = {10.1148/radiol.2018180958},
  pmid    = {30398430},
  url     = {https://doi.org/10.1148/radiol.2018180958}
}

@article{basaia2019-30584016,
  author  = {Basaia, S. and Agosta, F. and Wagner, L. and Canu, E. and Magnani, G. and Santangelo, R. and Filippi, M. and {Alzheimer's Disease Neuroimaging Initiative}},
  title   = {{Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks}},
  journal = {NeuroImage. Clinical},
  year    = {2019},
  doi     = {10.1016/j.nicl.2018.101645},
  pmid    = {30584016},
  url     = {https://doi.org/10.1016/j.nicl.2018.101645}
}

@article{liu2019-30222548,
  author  = {Liu, M. and Zhang, J. and Adeli, E. and Shen, D.},
  title   = {{Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis}},
  journal = {IEEE transactions on bio-medical engineering},
  year    = {2019},
  doi     = {10.1109/tbme.2018.2869989},
  pmid    = {30222548},
  url     = {https://doi.org/10.1109/tbme.2018.2869989}
}

@article{enshaeifar2018-29723236,
  author  = {Enshaeifar, S. and Zoha, A. and Markides, A. and Skillman, S. and Acton, S. T. and Elsaleh, T. and Hassanpour, M. and Ahrabian, A. and others},
  title   = {{Health management and pattern analysis of daily living activities of people with dementia using in-home sensors and machine learning techniques}},
  journal = {PloS one},
  year    = {2018},
  doi     = {10.1371/journal.pone.0195605},
  pmid    = {29723236},
  url     = {https://doi.org/10.1371/journal.pone.0195605}
}

@article{wang2018-30505270,
  author  = {Wang, F. and Cao, Y. and Ma, L. and Pei, H. and Rausch, W. D. and Li, H.},
  title   = {{Dysfunction of Cerebrovascular Endothelial Cells: Prelude to Vascular Dementia}},
  journal = {Frontiers in aging neuroscience},
  year    = {2018},
  doi     = {10.3389/fnagi.2018.00376},
  pmid    = {30505270},
  url     = {https://doi.org/10.3389/fnagi.2018.00376}
}

@article{lu2018-29632364,
  author  = {Lu, D. and Popuri, K. and Ding, G. W. and Balachandar, R. and Beg, M. F. and {Alzheimer’s Disease Neuroimaging Initiative}},
  title   = {{Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images}},
  journal = {Scientific reports},
  year    = {2018},
  doi     = {10.1038/s41598-018-22871-z},
  pmid    = {29632364},
  url     = {https://doi.org/10.1038/s41598-018-22871-z}
}

@article{toth2018-29165085,
  author  = {Toth, L. and Hoffmann, I. and Gosztolya, G. and Vincze, V. and Szatloczki, G. and Banreti, Z. and Pakaski, M. and Kalman, J.},
  title   = {{A Speech Recognition-based Solution for the Automatic Detection of Mild Cognitive Impairment from Spontaneous Speech}},
  journal = {Current Alzheimer research},
  year    = {2018},
  doi     = {10.2174/1567205014666171121114930},
  pmid    = {29165085},
  url     = {https://doi.org/10.2174/1567205014666171121114930}
}

@article{lin2018-30455622,
  author  = {Lin, W. and Tong, T. and Gao, Q. and Guo, D. and Du, X. and Yang, Y. and Guo, G. and Xiao, M. and others},
  title   = {{Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer's Disease Prediction From Mild Cognitive Impairment}},
  journal = {Frontiers in neuroscience},
  year    = {2018},
  doi     = {10.3389/fnins.2018.00777},
  pmid    = {30455622},
  url     = {https://doi.org/10.3389/fnins.2018.00777}
}

@article{venkatraghavan2019-30471388,
  author  = {Venkatraghavan, V. and Bron, E. E. and Niessen, W. J. and Klein, S. and {Alzheimer's Disease Neuroimaging Initiative}},
  title   = {{Disease progression timeline estimation for Alzheimer's disease using discriminative event based modeling}},
  journal = {NeuroImage},
  year    = {2019},
  doi     = {10.1016/j.neuroimage.2018.11.024},
  pmid    = {30471388},
  url     = {https://doi.org/10.1016/j.neuroimage.2018.11.024}
}

@article{katako2018-30185806,
  author  = {Katako, A. and Shelton, P. and Goertzen, A. L. and Levin, D. and Bybel, B. and Aljuaid, M. and Yoon, H. J. and Kang, D. Y. and others},
  title   = {{Machine learning identified an Alzheimer's disease-related FDG-PET pattern which is also expressed in Lewy body dementia and Parkinson's disease dementia}},
  journal = {Scientific reports},
  year    = {2018},
  doi     = {10.1038/s41598-018-31653-6},
  pmid    = {30185806},
  url     = {https://doi.org/10.1038/s41598-018-31653-6}
}

@article{ahmed2019-30561351,
  author  = {Ahmed, M. R. and Zhang, Y. and Feng, Z. and Lo, B. and Inan, O. T. and Liao, H.},
  title   = {{Neuroimaging and Machine Learning for Dementia Diagnosis: Recent Advancements and Future Prospects}},
  journal = {IEEE reviews in biomedical engineering},
  year    = {2019},
  doi     = {10.1109/rbme.2018.2886237},
  pmid    = {30561351},
  url     = {https://doi.org/10.1109/rbme.2018.2886237}
}

@article{banovic2018-30515063,
  author  = {Banovic, S. and Zunic, L. J. and Sinanovic, O.},
  title   = {{Communication Difficulties as a Result of Dementia}},
  journal = {Materia socio-medica},
  year    = {2018},
  doi     = {10.5455/msm.2018.30.221-224},
  pmid    = {30515063},
  url     = {https://doi.org/10.5455/msm.2018.30.221-224}
}

@article{lord2018-29697780,
  author  = {Lord, SR. and Close, J. C. T.},
  title   = {{New horizons in falls prevention}},
  journal = {Age and ageing},
  year    = {2018},
  doi     = {10.1093/ageing/afy059},
  pmid    = {29697780},
  url     = {https://doi.org/10.1093/ageing/afy059}
}

@article{themistocleous2018-30498472,
  author  = {Themistocleous, C. and Eckerström, M. and Kokkinakis, D.},
  title   = {{Identification of Mild Cognitive Impairment From Speech in Swedish Using Deep Sequential Neural Networks}},
  journal = {Frontiers in neurology},
  year    = {2018},
  doi     = {10.3389/fneur.2018.00975},
  pmid    = {30498472},
  url     = {https://doi.org/10.3389/fneur.2018.00975}
}

@article{lian2020-30582529,
  author  = {Lian, C. and Liu, M. and Zhang, J. and Shen, D.},
  title   = {{Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI}},
  journal = {IEEE transactions on pattern analysis and machine intelligence},
  year    = {2020},
  doi     = {10.1109/tpami.2018.2889096},
  pmid    = {30582529},
  url     = {https://doi.org/10.1109/tpami.2018.2889096}
}

@article{du2018-30127711,
  author  = {Du, Y. and Fu, Z. and Calhoun, V. D.},
  title   = {{Classification and Prediction of Brain Disorders Using Functional Connectivity: Promising but Challenging}},
  journal = {Frontiers in neuroscience},
  year    = {2018},
  doi     = {10.3389/fnins.2018.00525},
  pmid    = {30127711},
  url     = {https://doi.org/10.3389/fnins.2018.00525}
}

@article{cuadradogodia2018-30309226,
  author  = {Cuadrado-Godia, E. and Dwivedi, P. and Sharma, S. and Ois Santiago, A. and Roquer Gonzalez, J. and Balcells, M. and Laird, J. and Turk, M. and others},
  title   = {{Cerebral Small Vessel Disease: A Review Focusing on Pathophysiology, Biomarkers, and Machine Learning Strategies}},
  journal = {Journal of stroke},
  year    = {2018},
  doi     = {10.5853/jos.2017.02922},
  pmid    = {30309226},
  url     = {https://doi.org/10.5853/jos.2017.02922}
}

@article{hampel2018-29562524,
  author  = {Hampel, H. and Toschi, N. and Babiloni, C. and Baldacci, F. and Black, K. L. and Bokde, A. L. W. and Bun, R. S. and Cacciola, F. and others},
  title   = {{Revolution of Alzheimer Precision Neurology. Passageway of Systems Biology and Neurophysiology}},
  journal = {Journal of Alzheimer's disease : JAD},
  year    = {2018},
  doi     = {10.3233/jad-179932},
  pmid    = {29562524},
  url     = {https://doi.org/10.3233/jad-179932}
}

@article{poulakis2018-29455029,
  author  = {Poulakis, K. and Pereira, J. B. and Mecocci, P. and Vellas, B. and Tsolaki, M. and Kłoszewska, I. and Soininen, H. and Lovestone, S. and others},
  title   = {{Heterogeneous patterns of brain atrophy in Alzheimer's disease}},
  journal = {Neurobiology of aging},
  year    = {2018},
  doi     = {10.1016/j.neurobiolaging.2018.01.009},
  pmid    = {29455029},
  url     = {https://doi.org/10.1016/j.neurobiolaging.2018.01.009}
}

@article{mateosperez2018-30167371,
  author  = {Mateos-Pérez, J. M. and Dadar, M. and Lacalle-Aurioles, M. and Iturria-Medina, Y. and Zeighami, Y. and Evans, A. C.},
  title   = {{Structural neuroimaging as clinical predictor: A review of machine learning applications}},
  journal = {NeuroImage. Clinical},
  year    = {2018},
  doi     = {10.1016/j.nicl.2018.08.019},
  pmid    = {30167371},
  url     = {https://doi.org/10.1016/j.nicl.2018.08.019}
}

@article{islam2018-29881892,
  author  = {Islam, J. and Zhang, Y.},
  title   = {{Brain MRI analysis for Alzheimer's disease diagnosis using an ensemble system of deep convolutional neural networks}},
  journal = {Brain informatics},
  year    = {2018},
  doi     = {10.1186/s40708-018-0080-3},
  pmid    = {29881892},
  url     = {https://doi.org/10.1186/s40708-018-0080-3}
}

@article{wang2018-29577169,
  author  = {Wang, S. H. and Phillips, P. and Sui, Y. and Liu, B. and Yang, M. and Cheng, H.},
  title   = {{Classification of Alzheimer's Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling}},
  journal = {Journal of medical systems},
  year    = {2018},
  doi     = {10.1007/s10916-018-0932-7},
  pmid    = {29577169},
  url     = {https://doi.org/10.1007/s10916-018-0932-7}
}

@article{elchert2019-30488239,
  author  = {Elchert, J. A. and Mansoor, E. and Abou-Saleh, M. and Cooper, G. S.},
  title   = {{Epidemiology of Whipple's Disease in the USA Between 2012 and 2017: A Population-Based National Study}},
  journal = {Digestive diseases and sciences},
  year    = {2019},
  doi     = {10.1007/s10620-018-5393-9},
  pmid    = {30488239},
  url     = {https://doi.org/10.1007/s10620-018-5393-9}
}

@article{katzorke2018-29472145,
  author  = {Katzorke, A. and Zeller, J. B. M. and Müller, L. D. and Lauer, M. and Polak, T. and Deckert, J. and Herrmann, M. J.},
  title   = {{Decreased hemodynamic response in inferior frontotemporal regions in elderly with mild cognitive impairment}},
  journal = {Psychiatry research. Neuroimaging},
  year    = {2018},
  doi     = {10.1016/j.pscychresns.2018.02.003},
  pmid    = {29472145},
  url     = {https://doi.org/10.1016/j.pscychresns.2018.02.003}
}

@article{pang2018-29425590,
  author  = {Pang, X. C. and Kang and Fang, J. S. and Zhao, Y. and Xu, L. J. and Lian, W. W. and Liu, A. L. and DU, G. H.},
  title   = {{Network pharmacology-based analysis of Chinese herbal Naodesheng formula for application to Alzheimer's disease}},
  journal = {Chinese journal of natural medicines},
  year    = {2018},
  doi     = {10.1016/s1875-5364(18)30029-3},
  pmid    = {29425590},
  url     = {https://doi.org/10.1016/s1875-5364(18)30029-3}
}

@article{lopezdeipina2018-29165084,
  author  = {Lopez-de-Ipina, K. and Martinez-de-Lizarduy, U. and Calvo, P. M. and Mekyska, J. and Beitia, B. and Barroso, N. and Estanga, A. and others},
  title   = {{Advances on Automatic Speech Analysis for Early Detection of Alzheimer Disease: A Non-linear Multi-task Approach}},
  journal = {Current Alzheimer research},
  year    = {2018},
  doi     = {10.2174/1567205014666171120143800},
  pmid    = {29165084},
  url     = {https://doi.org/10.2174/1567205014666171120143800}
}