Essays about: "Karyotyping"

Found 4 essays containing the word Karyotyping.

1. 1. Deep Learning for Chromosome Segmentation with Uncertainty Estimation

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

   Author : Arvid Norström; [2021]
   Keywords : ;

   Abstract : Karyotyping, the process of pairing and ordering chromosomes, is an important tool for cytogenetic analysis to detect chromosome abnormalities. A trained specialist analyses the resulting image of the karyotyping, known as a karyogram, paying attention to the size, shape, and number of the chromosomes. READ MORE

3. 2. Comparing Non-Bayesian Uncertainty Evaluation Methods in Chromosome Classification by Using Deep Neural Networks

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

   Author : Sevket Melih Zenciroglu; [2021]
   Keywords : Karyotyping; Chromosome; Image Classification; Deep Neural Networks; Uncertainty; Ensembles; Test Time Augmentation; Dropout; Entropy; Variance.; Deep Neural Networks; non-Bayesian; Osäkerhet; Ensembler; Testtidförstoring; Dropout; Entropy; Variance.;

   Abstract : Chromosome classification is one of the essential tasks in karyotyping to diagnose genetic abnormalities like some types of cancers and Down syndrome. Deep convolutional neural networks have been widely used in this task, and the accuracy of classification models is exceptionally critical to such sensitive medical diagnoses. READ MORE

4. 3. Effekt av ivermektin mot Parascaris univalens-infektion hos isländska föl

   University essay from SLU/Dept. of Biomedical Sciences and Veterinary Public Health

   Author : Maja Ernback; [2020]
   Keywords : häst; parasit; Parascaris spp; Parascaris univalens; ivermektin; karyotypning; anthelmintikaresistens;

   Abstract : Hästens spolmask, Parascaris spp., är en vanligt förekommande nematod hos unga hästar och föl. Från sex månaders ålder utvecklas immunitet och infektion hos vuxna individer är ovanlig. Eftersom hög parasitbörda kan ge upphov till mycket allvarlig sjukdom avmaskas föl runt om i världen regelbundet. READ MORE

5. 4. Machine Learning for Automation of Chromosome based Genetic Diagnostics

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

   Author : Gongchang Chu; [2020]
   Keywords : Genetic Diagnostics; Abnormality Detection; Transfer Learning; Deep Learning; Uncertainty Estimation; Genetisk diagnos; onormal detektion; överföringsinlärning; djupinlärning; osäkerhetsuppskattning;

   Abstract : Chromosome based genetic diagnostics, the detection of specific chromosomes, plays an increasingly important role in medicine as the molecular basis of hu- man disease is defined. The current diagnostic process is performed mainly by karyotyping specialists. READ MORE