Essays about: "certainty calibration"

Found 5 essays containing the words certainty calibration.

1. 1. Deep Learning for Whole Slide Image Cytology : A Human-in-the-Loop Approach

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Christopher Rydell; [2021]
   Keywords : machine learning; deep learning; cytology; whole slide imaging; deep neural networks; convolutional neural networks; certainty calibration; calibration metrics; active learning; deep active learning; human-in-the-loop;

   Abstract : With cancer being one of the leading causes of death globally, and with oral cancers being among the most common types of cancer, it is of interest to conduct large-scale oral cancer screening among the general population. Deep Learning can be used to make this possible despite the medical expertise required for early detection of oral cancers. READ MORE

3. 2. Predicting Ovarian Malignancy based on Transvaginal Ultrasound Images using Deep Neural Networks

   University essay from KTH/Fysik

   Author : Filip Christiansen; [2020]
   Keywords : ;

   Abstract : Ovarian cancer is the most lethal gynaecological malignancy; however, ovarian lesions are very common and only around 1% are malignant. Due to the large number of cases, patients are triaged by gynaecologists having a high variability in diagnostic accuracy. READ MORE

4. 3. Can instant feedback attenuate Overconfidence?

   University essay from Göteborgs universitet/Graduate School

   Author : Babak Hakimi; [2019-09-24]
   Keywords : Behavioral Economics; Overconfidence; Decision-making;

   Abstract : Overconfidence is one the most common behavioral biases. In this paper I make use of an online survey experiment to investigate whether overconfidence can be attenuated by providing individuals with feedback. This is done in two stages. READ MORE

5. 4. Quality Assessment of Thin Polymer Components using NonDestructive Testing : Degree Project for Master of Science in Mechanical Engineering with emphasis on Applied Mechanics

   University essay from Blekinge Tekniska Högskola/Institutionen för maskinteknik

   Author : Markus Nilsson; Tom Carlén; [2019]
   Keywords : nondestructive testing; polymer; nonlinear acoustics; instant dynamics amplitude recovery.; oförstörande provning; polymer; olinjär akustik; instant dynamics amplitude recovery;

   Abstract : Polymer components are used in many different applications, including in industries where critical applications put high requirements regarding quality assessment. Such applications might include medical or food where the presence of discontinuities might induce bacterial growth or other unpleasantries, thus certain manufacturers must be able to maintain a zero-tolerance towards damaged components. READ MORE

6. 5. Leaf area index in Vittelaria Paradoxa parklands in Burkina Faso estimated by light interception and leaf sampling

   University essay from SLU/Dept. of Forest Ecology and Management

   Author : Elsa Bengtsson; [2012]
   Keywords : agroforestry; LAI; LAI-2000 canopy analyzer; kalibrering; calibration;

   Abstract : Burkina Faso as well as most sub-Saharan African countries struggle with providing food for a fast growing population. The dominating farming system is agroforestry parklands. Agroforestry parklands can broadly be defined as areas where scattered trees occur on farmlands as a result of selective clearing. READ MORE