PMID- 26262138
OWN - NLM
STAT- MEDLINE
DCOM- 20161213
LR  - 20161230
IS  - 1879-8365 (Electronic)
IS  - 0926-9630 (Linking)
VI  - 216
DP  - 2015
TI  - Improving Clinical Decisions on T2DM Patients Integrating Clinical, 
      Administrative and Environmental Data.
PG  - 682-6
AB  - This work describes an integrated informatics system developed to collect and 
      display clinically relevant data that can inform physicians and researchers about 
      Type 2 Diabetes Mellitus (T2DM) patient clinical pathways and therapy adherence. 
      The software we developed takes data coming from the electronic medical record 
      (EMR) of the IRCCS Fondazione Maugeri (FSM) hospital of Pavia, Italy, and 
      combines the data with administrative, pharmacy drugs (purchased from the local 
      healthcare agency (ASL) of the Pavia area), and open environmental data of the 
      same region. By using different use cases, we explain the importance of gathering 
      and displaying the data types through a single informatics tool: the use of the 
      tool as a calculator of risk factors and indicators to improve current detection 
      of T2DM, a generator of clinical pathways and patients' behaviors from the point 
      of view of the hospital care management, and a decision support tool for 
      follow-up visits. The results of the performed data analysis report how the use 
      of the dashboard displays meaningful clinical decisions in treating complex 
      chronic diseases and might improve health outcomes.
FAU - Segagni, Daniele
AU  - Segagni D
AD  - Laboratory of System Engineer for Clinical Research, IRCCS Fondazione Salvatore 
      Maugeri, Pavia, Italy.
FAU - Sacchi, Lucia
AU  - Sacchi L
AD  - Department of Electrical, Computer and Biomedical Engineering, University of 
      Pavia, Pavia, Italy.
FAU - Dagliati, Arianna
AU  - Dagliati A
AD  - Department of Electrical, Computer and Biomedical Engineering, University of 
      Pavia, Pavia, Italy.
FAU - Tibollo, Valentina
AU  - Tibollo V
AD  - Laboratory of System Engineer for Clinical Research, IRCCS Fondazione Salvatore 
      Maugeri, Pavia, Italy.
FAU - Leporati, Paola
AU  - Leporati P
AD  - Unit of Internal Medicine and Endocrinology, IRCCS Fondazione Salvatore Maugeri, 
      Pavia, Italy.
FAU - De Cata, Pasqale
AU  - De Cata P
AD  - Unit of Internal Medicine and Endocrinology, IRCCS Fondazione Salvatore Maugeri, 
      Pavia, Italy.
FAU - Chiovato, Luca
AU  - Chiovato L
AD  - Unit of Internal Medicine and Endocrinology, IRCCS Fondazione Salvatore Maugeri, 
      Pavia, Italy.
FAU - Bellazzi, Riccardo
AU  - Bellazzi R
AD  - Department of Electrical, Computer and Biomedical Engineering, University of 
      Pavia, Pavia, Italy.
LA  - eng
PT  - Journal Article
PT  - Research Support, Non-U.S. Gov't
PL  - Netherlands
TA  - Stud Health Technol Inform
JT  - Studies in health technology and informatics
JID - 9214582
MH  - Decision Support Systems, Clinical/*organization & administration
MH  - Diabetes Mellitus, Type 2/diagnosis/*therapy
MH  - Electronic Health Records/*organization & administration
MH  - *Environmental Monitoring
MH  - Hospital Information Systems/*organization & administration
MH  - Italy
MH  - Medical Record Linkage/*methods
MH  - Systems Integration
EDAT- 2015/08/12 06:00
MHDA- 2016/12/15 06:00
CRDT- 2015/08/12 06:00
PHST- 2015/08/12 06:00 [entrez]
PHST- 2015/08/12 06:00 [pubmed]
PHST- 2016/12/15 06:00 [medline]
PST - ppublish
SO  - Stud Health Technol Inform. 2015;216:682-6.