Search for dissertations about: "long short-term memory"
Showing result 11 - 15 of 51 swedish dissertations containing the words long short-term memory.
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11. Cured but not well : long term survivorship after allogeneic haematopoietic stem cell transplantation
Abstract : Improved donor matching and supportive care have reduced short term complications after allogeneic haematopoietic stem cell transplantation (HSCT), leading to a growing number of survivors. However, despite being cured of leukemia many patients struggle to return to a normal life due to persistent chronic graft versus host disease (cGvHD), fatigue and cognitive dysfunction. READ MORE
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12. Long-term follow-up of prenatally dexamethasone-treated children at risk for congenital adrenal hyperplasia
Abstract : Congenital adrenal hyperplasia (CAH) is a disorder of steroid genesis affecting approximately 1:10 000 children and leading to increased levels of androgens during foetal life and subsequent virilization of external genitalia in affected girls. However, prenatal virilization can be eliminated by antenatal dexamethasone (DEX) treatment. READ MORE
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13. Time, space and control: deep-learning applications to turbulent flows
Abstract : In the present thesis, the application of deep learning and deep reinforcement learning to turbulent-flow simulations is investigated. Deep-learning models are trained to perform temporal and spatial predictions, while deep reinforcement learning is applied to a flow-control problem, namely the reduction of drag in an open channel flow. READ MORE
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14. Applications of artificial neural networks for time series data analysis in energy domain
Abstract : With the development of artificial intelligence techniques and increased installation of smart meters in recent years, time series analysis using historical data in the energy domain becomes applicable. In this thesis, microdata analysis approaches are used, which consist of data acquisition, data processing, data analysis and data modelling, aiming to address two research problems in the energy domain. READ MORE
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15. Prodromal Cognitive Signs of Dementia
Abstract : The increase in proportion of elderly worldwide, coupled with the fact that increasing age is a primary risk factor for dementia, have fuelled the efforts to unveil the warning signs of dementia. Although important achievements have been made in this field during the last decades, many questions are still to be answered. READ MORE