Zobrazeno 1 - 10
of 1 447
pro vyhledávání: '"Airola, A."'
Autor:
Karhinoja, Katri, Vasankari, Antti, Sirkiä, Jukka-Pekka, Airola, Antti, Wong, David, Kaisti, Matti
By generating synthetic biosignals, the quantity and variety of health data can be increased. This is especially useful when training machine learning models by enabling data augmentation and introduction of more physiologically plausible variation t
Externí odkaz:
http://arxiv.org/abs/2408.16291
Traditionally, machine learning-based clinical prediction models have been trained and evaluated on patient data from a single source, such as a hospital. Cross-validation methods can be used to estimate the accuracy of such models on new patients or
Externí odkaz:
http://arxiv.org/abs/2403.15012
Background: Synthetic data has been proposed as a solution for sharing anonymized versions of sensitive biomedical datasets. Ideally, synthetic data should preserve the structure and statistical properties of the original data, while protecting the p
Externí odkaz:
http://arxiv.org/abs/2403.13612
Autor:
Parisa Movahedi, Valtteri Nieminen, Ileana Montoya Perez, Hiba Daafane, Dishant Sukhwal, Tapio Pahikkala, Antti Airola
Publikováno v:
IEEE Access, Vol 12, Pp 118637-118648 (2024)
Differentially private (DP) synthetic data has emerged as a potential solution for sharing sensitive individual-level biomedical data. DP generative models offer a promising approach for generating realistic synthetic data that aims to maintain the o
Externí odkaz:
https://doaj.org/article/d9c3a0691312462997bff20bffd13791
Publikováno v:
California Fish and Wildlife Journal, Vol 110, Iss 2 (2024)
Surveys for the tricolored blackbird (Agelaius tricolor), a California-listed threatened species, are needed to provide essential information about its status and distribution to support conservation efforts. Surveying for the species, however, poses
Externí odkaz:
https://doaj.org/article/4519e0f269124b4683224c41a15eadd4
We present a method for training neural networks with synthetic electrocardiograms that mimic signals produced by a wearable single lead electrocardiogram monitor. We use domain randomization where the synthetic signal properties such as the waveform
Externí odkaz:
http://arxiv.org/abs/2111.06175
Autor:
Daniel Airola
Publikováno v:
California Fish and Wildlife Journal, Vol 110, Iss 1 (2024)
The purple martin (Progne subis) has declined substantially in numbers and geographic range since the 1980s. Surveys and monitoring are needed to better understand the status of the species, in order to set conservation priorities and direct actions.
Externí odkaz:
https://doaj.org/article/47e1bb1e3f8143208652dc3d28a2e856
Autor:
Giulia Chiarle, Gianni Allais, Silvia Sinigaglia, Gisella Airola, Sara Rolando, Fabiola Bergandi, Salvatore Micalef, Chiara Benedetto
Publikováno v:
Frontiers in Pain Research, Vol 5 (2024)
ObjectivesTo evaluate the efficacy of acupuncture in relieving symptoms (dysmenorrhea, dyspareunia, pelvic pain and dyschezia) intensity, improving functional disability, reducing the number of days per months of dysmenorrhea, the frequency and the e
Externí odkaz:
https://doaj.org/article/588226355d234c91a655e1a7d8ff90c9
Autor:
Pahikkala, Tapio, Movahedi, Parisa, Montoya, Ileana, Miikonen, Havu, Foldes, Stephan, Airola, Antti, Major, Laszlo
How many different binary classification problems a single learning algorithm can solve on a fixed data with exactly zero or at most a given number of cross-validation errors? While the number in the former case is known to be limited by the no-free-
Externí odkaz:
http://arxiv.org/abs/2103.11856
Structural insights into perilipin 3 membrane association in response to diacylglycerol accumulation
Autor:
Yong Mi Choi, Dalila Ajjaji, Kaelin D. Fleming, Peter P. Borbat, Meredith L. Jenkins, Brandon E. Moeller, Shaveen Fernando, Surita R. Bhatia, Jack H. Freed, John E. Burke, Abdou Rachid Thiam, Michael V. Airola
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-16 (2023)
Abstract Lipid droplets (LDs) are dynamic organelles that contain an oil core mainly composed of triglycerides (TAG) that is surrounded by a phospholipid monolayer and LD-associated proteins called perilipins (PLINs). During LD biogenesis, perilipin
Externí odkaz:
https://doaj.org/article/88d19ef3aa294ad58ab797d027080ed5