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Combining visual and textual information for enhancing pathologic case retrieval systems in radiological practices

Combining visual and textual information for enhancing pathologic case retrieval systems in radiological practices

Oct 10, 2024 | 2022, Computer Science, diiP, Masters Internship

2022Masters Projects@Computer Science +Medicine #Case Retrieval#Machine Learning#Contrastive Learning#Variational AutoEncoders Project SummaryThe field of diagnostic imaging in Radiology has experienced tremendous growth both in terms of technological development...
Veracity assessment framework for discovering social activities in urban big datasets

Veracity assessment framework for discovering social activities in urban big datasets

Oct 10, 2024 | 2022, Computer Science, diiP, Masters Internship

2022Masters Projects@Computer Science +Political Science+Economics+Sociology #veracity#value#big data#quality#social scientists Project SummaryA particular recent trend for social scientists is to understand the potential of big data in complementing traditional...
Modeling genetic pleiotropy using machine learning to understand the human genetic architecture

Modeling genetic pleiotropy using machine learning to understand the human genetic architecture

Oct 10, 2024 | 2022, diiP, Masters Internship, Mathematics/Statistics

2022Masters Projects@Mathematics and Statistics +Computer Science+Biology+Medicine #statistical genetics#pleiotropy#complex traits and diseases#post-genomic data#machine learning#GPU programming  Project SummaryNowadays in human genetics, one particular concept seems...
Tracking auto-immune diseases in electronic health record

Tracking auto-immune diseases in electronic health record

Oct 10, 2024 | 2022, diiP, Masters Internship, Medicine

2022Masters Projects@Medicine +Mathematics/Statistics+Biology #Rare diseases#Information retrieval#Knowledge graph#NLP#data mining#healthcare databases  Project SummaryThe collection of biomedical data requires a multitude of software tools for purposes ranging from...
Multiple imputation for heterogeneous biological data

Multiple imputation for heterogeneous biological data

Oct 10, 2024 | 2022, diiP, Masters Internship, Mathematics/Statistics

2022Masters Projects@Mathematics and Statistics +Computer Science+Biology+Medicine #Multiple imputation#complex data#missing values#biology#heterogeneity#sequential imputation#clusterwise regression  Project SummaryIdentifying clusters of individuals in heterogeneous...
“Search for features in astrophysical objects close to cosmic neutrinos”. An indirect approach to cosmic neutrino association with astrophysical objects

“Search for features in astrophysical objects close to cosmic neutrinos”. An indirect approach to cosmic neutrino association with astrophysical objects

Oct 10, 2024 | 2022, diiP, Masters Internship, Physics/Astronomy

2022Masters Projects@Physics & Astronomy +Computer Science #Neutrino and Gamma-Ray Astronomy#Deep Learning#Real Data Analysis#Data Augmentation Project SummaryThe work proposed here is in the field of Astroparticle Physics, a sub-branch of Physics dealing with the...
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