Back

Leveraging Large Language Models in Gynecologic Oncology: A Systematic Review of Current Applications and Challenges

2024-08-09 obstetrics and gynecology Title + abstract only
View on medRxiv
Show abstract

Rationale and ObjectivesOver the past year, studies have been conducted to evaluate the performance of Large Language Models (LLMs), such as ChatGPT, in the fields of gynecologic oncology. This review aims to analyze the applications and risks associated with using LLMs in this specialized field. Materials and MethodsThis systematic review was performed in adherence to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, incorporating elements from the dia...

Predicted journal destinations

1
PLOS ONE
1737 training papers
Top 21% 25.1%
2
Cancer Medicine
17 training papers
#1 7.3%
3
Scientific Reports
701 training papers
Top 31% 7.3%
4
eLife
262 training papers
Top 2% 7.3%
5
BMJ Open
553 training papers
Top 36% 4.4%
6
BMC Medical Informatics and Decision Making
36 training papers
Top 4% 3.5%
7
Journal of Medical Internet Research
81 training papers
Top 6% 3.5%
8
BMC Pregnancy and Childbirth
19 training papers
Top 1% 3.1%
9
Cancers
57 training papers
Top 5% 2.2%
10
BMC Cancer
21 training papers
Top 1% 2.2%
11
Cureus
64 training papers
Top 8% 1.8%
12
PLOS Digital Health
88 training papers
Top 11% 1.7%
13
British Journal of Cancer
22 training papers
Top 4% 1.5%
14
BMC Health Services Research
43 training papers
Top 3% 1.5%
15
JAMA Network Open
125 training papers
Top 17% 1.3%
16
Heliyon
57 training papers
Top 5% 1.3%
17
International Journal of Molecular Sciences
39 training papers
Top 4% 1.1%
18
npj Digital Medicine
85 training papers
Top 16% 1.1%
19
Journal of Clinical Medicine
77 training papers
Top 17% 1.1%
20
Nature Communications
483 training papers
Top 52% 1.1%
21
Journal of the American Medical Informatics Association
53 training papers
Top 6% 0.8%
22
Vaccines
131 training papers
Top 13% 0.8%
23
BMC Medicine
155 training papers
Top 31% 0.8%
24
Diagnostics
36 training papers
Top 8% 0.5%
25
Journal of Biomedical Informatics
37 training papers
Top 6% 0.5%
26
International Journal of Medical Informatics
25 training papers
Top 7% 0.5%
27
PeerJ
46 training papers
Top 11% 0.5%
28
PLOS Global Public Health
287 training papers
Top 37% 0.5%
29
PLOS Medicine
95 training papers
Top 29% 0.5%