Essays about: "AML"

Showing result 1 - 5 of 20 essays containing the word AML.

  1. 1. An Application of Cluster Analysis in Identifying and Evaluating Prognostic Subgroups for Therapy-Related Acute Myeloid Leukemia

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Stefanie Antonilli; [2022]
    Keywords : AML; lymphoma; heterogeneous data; cluster analysis; k-prototypes algorithm;

    Abstract : Treatment for lymphoma with alkylating therapy is known to increase the risk of secondary malignancies such as Acute Myeloid Leukemia (AML), although the risk is not fully understood. This study investigates the characteristics of AML that arise after lymphoma treatment in contrastto AML cases without a prior lymphoma. READ MORE

  2. 2. Understanding the pathophysiology ofrecurrent UBTF mutations associated withpediatric AML

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Annie Paulsson; [2022]
    Keywords : Hematologi; Cancer; AML; UBTF; leukemi;

    Abstract : Acute myeloid leukaemia (AML) is highly heterogeneous haematological malignancy, which represents a challenge in the understanding of the disease. Relapse in AML is common, andmany relapsed patients respond poorly to conventional treatment, leading to a low survivalrate. READ MORE

  3. 3. Money Laundering Detection using Tree Boosting and Graph Learning Algorithms

    University essay from KTH/Matematisk statistik

    Author : Rickard Frumerie; [2021]
    Keywords : Tree boosting; XGBoost; graph convolutional networks GCN ; node and edge neural networks NENN ; exploratory data analysis EDA ; anti money laundering AML ; financial graph networks.; Trädalgoritmer; XGBoost; convolutions grafnätverk GCN ; nod och kant neurala nätverk NENN ; utforskande dataanalys; penningtvättsbekämpning AML ; finansiella grafnätverk.;

    Abstract : In this masters thesis we focused on using machine learning methods for detecting money laundering in financial transaction networks, in order to demonstrate that it can be used as a complement or instead of the more commonly used rule based systems. The graph learning method graph convolutional networks (GCN) has been a hot topic in the field since they were shown to scale well with data size back in 2018. READ MORE

  4. 4. Assessing practicalities of Benford’s Law - A study of the law’s potential to detect fraud in transactional data

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Jacob Wennberg; Esaias Rosencrantz Ollén; [2021]
    Keywords : Benford; Benford s Law; AML; Fraud; Kolmogorov-Smirnov; Business and Economics;

    Abstract : Abstract In modern anti-money laundering operations, data analysis plays a vital role. One method of detecting fraudulent data is Benford’s law, which predicts the distribution of the first significant digits in logarithmically distributed data. Deviation from Benford’s law in data where it should be present might indicate manipulated data. READ MORE

  5. 5. Combating money laundering with machine learning : A study on different supervised-learning algorithms and their applicability at Swedish cryptocurrency exchanges

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Eric Pettersson Ruiz; [2021]
    Keywords : Machine learning; supervised-learning; money laundering; Swedish cryptocurrency exchanges; Maskininlärning; supervised-learning; penningtvätt; svenska kryptovalutaväxlare;

    Abstract : In 2018, Europol (2018) estimated that more than $22 billion dollars were laundered in Europe by using cryptocurrencies. The Financial Action Task Force explains that moneylaunderers may exchange their illicitly gained fiat-money for crypto, launder that crypto by distributing the funds to multiple accounts and then re-exchange the crypto back to fiat-currency. READ MORE