Essays about: "informative stage"
Showing result 1 - 5 of 8 essays containing the words informative stage.
-
1. Optimized design recommendation for first pharmacokinetic in vivo experiments for new tuberculosis drugs using pharmacometrics modelling and simulation
University essay from Uppsala universitet/Institutionen för farmaciAbstract : Tuberculosis, the leading cause of death by a single infection disease caused by bacteria, requires long treatments and the bacteria are prone to develop drug resistance. Therefore, new efficient treatment regiments needs developing, which requires new tools for drug development. READ MORE
-
2. Prioritization of Informative Regions in PET Scans for Classification of Alzheimer's Disease
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : Alzheimer’s Disease (AD) is a widespread neurodegenerative disease. The disease causes brain atrophy, resulting in memory loss, decreased cognitive ability, and eventually death. There is currently no cure for the disease, but treatment may delay the onset. Therefore, it is crucial to detect the disease at an early stage. READ MORE
-
3. Active Learning using a Sample Selector Network
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this work, we set the stage of a limited labelling budget and propose using a sample selector network to learn and select effective training samples, whose labels we would then acquire to train the target model performing the required machine learning task. We make the assumption that the sample features, the state of the target model and the training loss of the target model are informative for training the sample selector network. READ MORE
-
4. Two subtypes of lung cancer classification from histopathology images based on deep learning
University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisationAbstract : Adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) are the most common forms of lung cancer. These two subtypes of lung cancer are usually classified by visual inspection clinically. Our aim is to design an effective strategy based on convolutional neural networks to classify histopathology slides of these two types of lung cancer. READ MORE
-
5. Deep Active Learning for 3D Object Detection for Autonomous Driving
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : 3D object detection is vital for autonomous driving. However, to train a 3D detector often requires a huge amount of labeled data which are extremely expensive and tedious to obtain. READ MORE
