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pro vyhledávání: '"Park, Hyung"'
This paper develops a novel Bayesian approach for nonlinear regression with symmetric matrix predictors, often used to encode connectivity of different nodes. Unlike methods that vectorize matrices as predictors that result in a large number of model
Externí odkaz:
http://arxiv.org/abs/2407.13865
In speech separation, time-domain approaches have successfully replaced the time-frequency domain with latent sequence feature from a learnable encoder. Conventionally, the feature is separated into speaker-specific ones at the final stage of the net
Externí odkaz:
http://arxiv.org/abs/2406.05983
Autor:
Kim, Sue, Aceti, Monica, Baroutsou, Vasiliki, Bürki, Nicole, Caiata-Zufferey, Maria, Cattaneo, Marco, Chappuis, Pierre O, Ciorba, Florina M, Graffeo-Galbiati, Rossella, Heinzelmann-Schwarz, Viola, Jeong, Joon, Jung, MiSook M, Kim, Sung-Won, Kim, Jisun, Lim, Myong Cheol, Ming, Chang, Monnerat, Christian, Park, Hyung Seok, Park, Sang Hyung, Pedrazzani, Carla A, Rabaglio, Manuela, Ryu, Jai Min, Saccilotto, Ramon, Wieser, Simon, Zürrer-Härdi, Ursina, Katapodi, Maria C
Publikováno v:
JMIR Research Protocols, Vol 10, Iss 6, p e26264 (2021)
BackgroundIn hereditary breast and ovarian cancer (HBOC), family communication of genetic test results is essential for cascade genetic screening, that is, identifying and testing blood relatives of known mutation carriers to determine whether they a
Externí odkaz:
https://doaj.org/article/7d1e7c7df8cb41debd019eb266bef587
Publikováno v:
JMIR Medical Informatics, Vol 9, Iss 5, p e24803 (2021)
BackgroundIn the analysis of electronic health records, proper labeling of outcomes is mandatory. To obtain proper information from radiologic reports, several studies were conducted to classify radiologic reports using deep learning. However, the cl
Externí odkaz:
https://doaj.org/article/f4c9e6f956ff4c508acec0d0b6241e18
Publikováno v:
Journal of Medical Internet Research, Vol 22, Iss 8, p e19512 (2020)
BackgroundDetecting bacteremia among surgical in-patients is more obscure than other patients due to the inflammatory condition caused by the surgery. The previous criteria such as systemic inflammatory response syndrome or Sepsis-3 are not available
Externí odkaz:
https://doaj.org/article/068ca4cdc3c1401496dcb3a2e92a4e09
Publikováno v:
JMIR mHealth and uHealth, Vol 8, Iss 7, p e17216 (2020)
BackgroundRecent advancements in wearable sensor technology have shown the feasibility of remote physical therapy at home. In particular, the current COVID-19 pandemic has revealed the need and opportunity of internet-based wearable technology in fut
Externí odkaz:
https://doaj.org/article/a37e452a2e9642589c27a94222ce1259
This paper presents a Bayesian regression model relating scalar outcomes to brain functional connectivity represented as symmetric positive definite (SPD) matrices. Unlike many proposals that simply vectorize the matrix-valued connectivity predictors
Externí odkaz:
http://arxiv.org/abs/2401.16749
Stepped wedge cluster randomized trials (SWCRTs) often face challenges with potential confounding by time trends. Traditional frequentist methods can fail to provide adequate coverage of the intervention's true effect using confidence intervals, wher
Externí odkaz:
http://arxiv.org/abs/2401.03287
In speaker verification, ECAPA-TDNN has shown remarkable improvement by utilizing one-dimensional(1D) Res2Net block and squeeze-and-excitation(SE) module, along with multi-layer feature aggregation (MFA). Meanwhile, in vision tasks, ConvNet structure
Externí odkaz:
http://arxiv.org/abs/2312.08603