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5801Deployment of assistive living technology in a nursing home environment: methods and lessons learnedpor Aloulou, Hamdi, Mokhtari, Mounir, Tiberghien, Thibaut, Biswas, Jit, Phua, Clifton, Kenneth Lin, Jin Hong, Yap, Philip“…The trial was preceded by a pre-deployment period to organise several observation sessions with dementia patients and focus group discussions with professional caregivers. A process of ground truth and system’s log data gathering was also planned prior to the trial and a system performance evaluation was realised during the deployment period with the help of caregivers. …”
Publicado 2013
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5802por Chalmers, JR, Schmitt, J, Apfelbacher, C, Dohil, M, Eichenfield, LF, Simpson, EL, Singh, J, Spuls, P, Thomas, KS, Admani, S, Aoki, V, Ardeleanu, M, Barbarot, S, Berger, T, Bergman, JN, Block, J, Borok, N, Burton, T, Chamlin, SL, Deckert, S, DeKlotz, CC, Graff, LB, Hanifin, JM, Hebert, AA, Humphreys, R, Katoh, N, Kisa, RM, Margolis, DJ, Merhand, S, Minnillo, R, Mizutani, H, Nankervis, H, Ohya, Y, Rodgers, P, Schram, ME, Stalder, JF, Svensson, A, Takaoka, R, Teper, A, Tom, WL, von Kobyletzki, L, Weisshaar, E, Zelt, S, Williams, HC“…HOME core outcome measures must pass the OMERACT (Outcome Measures in Rheumatology) filter of truth (validity), discrimination (sensitivity to change and responsiveness) and feasibility (ease of use, costs, time to perform and interpret). . …”
Publicado 2014
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5803por Breen, Vivienne, Kasabov, Nikola, Kamat, Ashish M., Jacobson, Elsie, Suttie, James M., O’Sullivan, Paul J., Kavalieris, Laimonis, Darling, David G.“…Secondly, step-wise unsupervised and supervised imputation (the latter accounting for the ‘clinical truth’ as determined by cystoscopy) was performed using personalized modelling, k-nearest-neighbour methods, multiple logistic regression and multilayer perceptron neural networks. …”
Publicado 2015
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5804por Porz, Nicole, Habegger, Simon, Meier, Raphael, Verma, Rajeev, Jilch, Astrid, Fichtner, Jens, Knecht, Urspeter, Radina, Christian, Schucht, Philippe, Beck, Jürgen, Raabe, Andreas, Slotboom, Johannes, Reyes, Mauricio, Wiest, Roland“…We compared manual (ground truth, referred to as GT), computer-assisted (SB) and fully-automated (BT) segmentations with regard to: (1) products of two maximum diameters for 2D measurements, (2) the Dice coefficient, (3) the positive predictive value, (4) the sensitivity and (5) the volume error. …”
Publicado 2016
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5805por Shiradkar, Rakesh, Podder, Tarun K, Algohary, Ahmad, Viswanath, Satish, Ellis, Rodney J., Madabhushi, Anant“…RESULTS: Rad-TRaP framework was evaluated using a retrospective cohort of 23 patient studies from two different institutions. 11 patients from the first institution were used to train a radiomics classifier, which was used to detect tumor regions in 12 patients from the second institution. The ground truth cancer delineations for training the machine learning classifier were made by an experienced radiation oncologist using mpMRI, knowledge of biopsy location and radiology reports. …”
Publicado 2016
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5806“…A true positive MRT test was one that resulted in a subjective weakening of the muscle following a lie, and a true negative was one that did not result in a subjective weakening of the muscle following a truth. Experiment 2 replicated Experiment 1 using a simplified methodology. …”
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5807“…Further validation of our method is achieved by showing that our estimated landmark positions on patient images fall within the inter-observer variability in the ground truth. The effectiveness of our approach to analyse patient images is then established by calculating dense displacement fields throughout a cardiac cycle, and were found to be physiologically consistent. …”
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5808por Brownstein, John S, Chu, Shuyu, Marathe, Achla, Marathe, Madhav V, Nguyen, Andre T, Paolotti, Daniela, Perra, Nicola, Perrotta, Daniela, Santillana, Mauricio, Swarup, Samarth, Tizzoni, Michele, Vespignani, Alessandro, Vullikanti, Anil Kumar S, Wilson, Mandy L, Zhang, Qian“…The Influenzanet platform shows that digital participatory surveillance data combined with a realistic data-driven epidemiological model can provide both short-term and long-term forecasts of epidemic intensities, and the ground truth data lie within the 95 percent confidence intervals for most weeks. …”
Publicado 2017
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5809por McGowan, Daniel R., Skwarski, Michael, Papiez, Bartlomiej W., Macpherson, Ruth E., Gleeson, Fergus V., Schnabel, Julia A., Higgins, Geoff S., Fenwick, John D.“…The precision with which fitted model parameters estimated ground-truth uptake kinetics was determined using statistical simulation techniques. …”
Publicado 2018
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5810“…The prediction results were compared with the available recent data from CDC as the ground truth and showed a strong correlation of 96.29% . …”
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5811“…From a data set, a representative image with manually selected cilia (i.e., Ground Truth) is used for detection auto-optimization based on four parameters: signal-to-noise ratio, length, directional score, and intensity standard deviation. …”
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5812“…Our approach is suitable for both de novo and comparative sequencing (resequencing), eliminating the need for a reference genome to serve as the ground truth. We find that Athena can automatically find the optimal value of k with a very high accuracy for 7 real datasets and using 3 different k-mer based EC algorithms, Lighter, Blue, and Racer. …”
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5813por Kunnen, Britt, Dietze, Martijn M. A., Braat, Arthur J. A. T., Lam, Marnix G. E. H., Viergever, Max A., de Jong, Hugo W. A. M.“…Estimated LSF, T/N, contrast to noise ratio of all extrahepatic depositions, and liver parenchymal and tumor dose were compared with the phantom ground truth. A clinically reconstructed SPECT/CT of 150 MBq (99m)Tc represented the current clinical standard. …”
Publicado 2020
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5814por Sepehri, Katayoun, Braley, McKenzie Sarah, Chinda, Betty, Zou, Macy, Tang, Brandon, Park, Grace, Garm, Antonina, McDermid, Robert, Rockwood, Kenneth, Song, Xiaowei“…The user manual and manual scoring were used as ground truth to compare eFI-CGA input and automated eFI score calculations. …”
Publicado 2020
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5815“…RESULTS: Both methods showed good overall accuracy respect to ground truth biomass measurements with high values of R(2) (0.71 and 0.80 for 2.5D and 3D, respectively). …”
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5816por Kuo, Duen-Pang, Kuo, Po-Chih, Chen, Yung-Chieh, Kao, Yu-Chieh Jill, Lee, Ching-Yen, Chung, Hsiao-Wen, Chen, Cheng-Yu“…Overall, we achieved the accuracy of 88.1 ± 6.7% for classifying three tissue subtypes (IP, IC, and NT) in the stroke hemisphere and the estimated lesion volumes were not significantly different from those of the ground truth (p = .56, .94, and .78, respectively). CONCLUSIONS: Our method achieved comparable results to the conventional approach using perfusion–diffusion mismatch. …”
Publicado 2020
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5817por Weissler, Elizabeth Hope, Lippmann, Steven J, Smerek, Michelle M, Ward, Rachael A, Kansal, Aman, Brock, Adam, Sullivan, Robert C, Long, Chandler, Patel, Manesh R, Greiner, Melissa A, Hardy, N Chantelle, Curtis, Lesley H, Jones, W Schuyler“…Overall, 2500 patients were randomly selected for ground truth PAD status adjudication. In the end, 108 code flags remained after removing rarely- and never-used codes. …”
Publicado 2020
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5818“…In the new POCUS program simulation phase, the algorithm accurately classified 70% of 160 new images for moderate correlation with the ground truth, α = 0.64. The three blinded POCUS experts correctly classified 93%, 94%, and 98% of the images, respectively. …”
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5819por Karimnezhad, Ali, Palidwor, Gareth A., Thavorn, Kednapa, Stewart, David J., Campbell, Pearl A., Lo, Bryan, Perkins, Theodore J.“…METHODS: Because ground truth for clinical specimens is rarely known, we used the well-characterized Coriell cell lines GM12878 and GM12877 to generate data. …”
Publicado 2020
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5820“…Segmentation and stage classification are performed on a large dataset of malaria parasites with ground truth labels provided by experts. METHODS: We made use of Giemsa stained images obtained from the blood of 16 patients infected with Plasmodium falciparum. …”
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