ELIZA cgi-bash version rev. 1.91
- Medical English LInking keywords finder for the PubMed Zipped Archive (ELIZA) -

return kwic search for patient out of >500 occurrences
1057411 occurrences (No.2 in the rank) during 5 years in the PubMed. [cache]
95) The objective of this scoping review was to summarize the relevant literature and evaluate the potential of AI to improve patient safety in these eight harm domains.
--- ABSTRACT ---
PMID:33742085 DOI:10.1038/s41746-021-00423-6
2021 NPJ digital medicine
* The potential of artificial intelligence to improve patient safety: a scoping review.
- Artificial intelligence (AI) represents a valuable tool that could be used to improve the safety of care. Major adverse events in healthcare include: healthcare-associated infections, adverse drug events, venous thromboembolism, surgical complications, pressure ulcers, falls, decompensation, and diagnostic errors. The objective of this scoping review was to summarize the relevant literature and evaluate the potential of AI to improve patient safety in these eight harm domains. A structured search was used to query MEDLINE for relevant articles. The scoping review identified studies that described the application of AI for prediction, prevention, or early detection of adverse events in each of the harm domains. The AI literature was narratively synthesized for each domain, and findings were considered in the context of incidence, cost, and preventability to make projections about the likelihood of AI improving safety. Three-hundred and ninety-two studies were included in the scoping review. The literature provided numerous examples of how AI has been applied within each of the eight harm domains using various techniques. The most common novel data were collected using different types of sensing technologies: vital sign monitoring, wearables, pressure sensors, and computer vision. There are significant opportunities to leverage AI and novel data sources to reduce the frequency of harm across all domains. We expect AI to have the greatest impact in areas where current strategies are not effective, and integration and complex analysis of novel, unstructured data are necessary to make accurate predictions; this applies specifically to adverse drug events, decompensation, and diagnostic errors.
--- ABSTRACT END ---
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[frequency of next (right) word to patient]
(1)34 and (20)4 communication (39)3 prognosis (58)2 interactions
(2)28 outcomes (21)4 experiences (40)3 satisfaction, (59)2 monitoring,
(3)26 care (22)4 knowledge (41)3 stratification (60)2 outcomes,
(4)13 safety (23)4 outcome (42)3 who (61)2 outcomes;
(5)12 with (24)3 access (43)3 xenograft (62)2 participation
(6)10 *null* (25)3 care, (44)2 cell (63)2 perceptions
(7)9 populations (26)3 characteristics (45)2 choice (64)2 perspectives
(8)7 data (27)3 education (46)2 classification (65)2 plasma
(9)7 population (28)3 group (47)2 condition (66)2 population,
(10)7 satisfaction (29)3 groups (48)2 costs (67)2 portals
(11)7 was (30)3 had (49)2 demographics, (68)2 preferences
(12)6 samples (31)3 is (50)2 engagement (69)2 reported
(13)5 characteristics, (32)3 language (51)2 expectations (70)2 samples,
(14)5 cohort (33)3 medical (52)2 experience (71)2 suffering
(15)5 factors (34)3 monitoring (53)2 fibroblasts (72)2 survival,
(16)5 in (35)3 needs (54)2 goals (73)2 that
(17)5 management (36)3 of (55)2 groups, (74)2 to
(18)5 navigation (37)3 or (56)2 health (75)2 tumors
(19)5 survival (38)3 perspective, (57)2 information (76)2 underwent

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--- WordNet output for patient --- =>がまん強い, 忍耐強い, 辛抱強い, 根気よく働く, 患者, 病人, 忠者 Overview of noun patient The noun patient has 2 senses (first 1 from tagged texts) 1. (73) patient -- (a person who requires medical care; "the number of emergency patients has grown rapidly") 2. affected role, patient role, patient -- (the semantic role of an entity that is not the agent but is directly involved in or affected by the happening denoted by the verb in the clause) Overview of adj patient The adj patient has 1 sense (first 1 from tagged texts) 1. (3) patient -- (enduring trying circumstances with even temper or characterized by such endurance; "a patient smile"; "was patient with the children"; "an exact and patient scientist"; "please be patient") --- WordNet end ---