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Showing result 1 - 5 of 9 essays matching the above criteria.

  1. 1. Analyzing the performance of active learning strategies on machine learning problems

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Vendela Werner; [2023]
    Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

    Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE

  3. 2. The Effect of Noise Levels on the Performance of Shor’s Algorithm

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Niklas Höstedt; Tobias Ljunggren; [2023]
    Keywords : Bachelor’s thesis; Quantum Computing; Shor’s algorithm; Noise; Cryptography; Qiskit; Kandidatexamensarbete; Kvantdatorer; Shors algorithm; Brus; Kryptografi; Qiskit;

    Abstract : Advanced enough quantum computers promise to revolutionise fields such as cryptography, drug discovery and simulations of complex systems. Quantum computers are built on qubits which are fragile and susceptible to error-inducing interference, which is called noise. READ MORE

  4. 3. Predicting morphological effect of compounds on COVID-19 infected cells

    University essay from Uppsala universitet/Läkemedelsdesign och läkemedelsutveckling

    Author : Viktor Öhrner; [2023]
    Keywords : QSAR; ML; AI; bioinformatics; COVID-19; morphological profiles;

    Abstract : The cost of developing new drugs is high and the aim of computer-assisted drug discovery is to reduce that development cost, either through virtual screening or generating novel compounds. System biology is one approach to drug discovery where the response of a biological system is the subject of study, instead of drug target interaction. READ MORE

  5. 4. Assessing the Feasibility of Integrating Swedish Healthcare Data into Pharmaceutical Research and Development

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Minha Choi; [2022]
    Keywords : real-world data; real-world evidence; quality registry; new drug development; data feasibility;

    Abstract : Today, Real World Data (RWD) is a popular topic in many studies. In particular, it is anticipated to be a significant resource for addressing issues brought on by drug development costs, lengthy development times, and safety concerns. READ MORE

  6. 5. Factors surrounding relapse rates at a treatment center in Sweden. : A quantitative study with male adolescents.

    University essay from Högskolan i Gävle/Avdelningen för socialt arbete och psykologi

    Author : Andreas Persson; Anna Willoughby; [2014]
    Keywords : substance use; adolescents; protective factors; risk factors; treatment center; post treatment program; drug choice; therapeutic alliance; salutogenic perspective;

    Abstract : This study primarily investigated factors which impact abstaining from drugs for adolescent men after finishing treatment at a specific treatment center in Sweden. The method chosen for this essay was quantitative, using surveys sent to males that finished a treatment period of a minimum time of 4 months at this therapeutic community. READ MORE