Sökning: "UMC"

Visar resultat 1 - 5 av 9 uppsatser innehållade ordet UMC.

1. 1. Utilizing Transformers with Domain-Specific Pretraining and Active Learning to Enable Mining of Product Labels

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

   Författare :Erik Norén; [2023]
   Nyckelord :Machine Learning; Natural Language Processing; NLP; BERT; Active Learning; AL; Pharmacovigilance; UMC; Uppsala Monitoring Centre; Structured Product Label; SPL; Transformers; Domain-Specific Pretraining; NER; Named Entity Recognition; Adverse Drug Reaction; ADR;

   Sammanfattning : Structured Product Labels (SPLs), the package inserts that accompany drugs governed by the Food and Drugs Administration (FDA), hold information about Adverse Drug Reactions (ADRs) that exists associated with drugs post-market. This information is valuable for actors working in the field of pharmacovigilance aiming to improve the safety of drugs. LÄS MER

3. 2. Extracting Adverse Drug Reactions from Product Labels using Deep Learning and Natural Language Processing

   Master-uppsats, KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

   Författare :Shachi Bista; [2020]
   Nyckelord :;

   Sammanfattning : Pharamacovigilance relates to activities involving drug safety monitoring in the post-marketing phase of the drug development life-cycle. Despite rigorous trials and experiments that drugs undergo before they are available in the market, they can still cause previously unobserved side-effects (also known as adverse events) due to drug–drug interaction, genetic, physiological or demographic reasons. LÄS MER

4. 3. Investigating the scaleability of analyzing and processing RDBMS datasets with Apache Spark

   Kandidat-uppsats, Uppsala universitet/Institutionen för informationsteknologi

   Författare :Ferhat Bahceci; [2018]
   Nyckelord :;

   Sammanfattning : At the Uppsala Monitoring Centre (UMC), individual case safety reports (ICSRs) are managed, analyzed and processed for publishing statistics of adverse drug reactions. On top of the UMC’s ICSR database there is a data processing tool used to analyze the data. LÄS MER

5. 4. Implementation and Evaluation of Espresso Stream Cipher in 65nm CMOS

   Uppsats för yrkesexamina på grundnivå, KTH/Skolan för informations- och kommunikationsteknik (ICT)

   Författare :Richard Lowenrud; Jacob Kimblad; [2016]
   Nyckelord :Espresso; AES; IoT; Encryption; Power consumption; Low-power techniques; Espresso; AES; IoT; Kryptering; Energiförbrukning; Strömsparande tekniker;

   Sammanfattning : With the upcoming 5G networks and expected growth of the Internet of Things (IoT), the demand for fast and reliable encryption algorithms will increase. As many systems might be time critical and run on internal power sources, the algorithms must be small, fast, energy efficient and have low latency. LÄS MER

7. 5. Low Power Current Mode Delta-SigmaADC using Ring Oscillator basedQuantizer

   Master-uppsats, KTH/Skolan för informations- och kommunikationsteknik (ICT)

   Författare :Ibrahim Kazi; [2013]
   Nyckelord :;

   Sammanfattning : Low power ADCs have wide range of applications, from battery operated systems like biomedical devices to on chip power measurement systems. A more digital implementation is also desirable to take advantage of the technology scaling in digital CMOS technologies. LÄS MER