Back

Deep Learning-based Differentiation of Drug-induced Liver Injury and Autoimmune Hepatitis: A Pathological and Computational Approach

2026-03-06 pathology Title + abstract only
View on medRxiv
Show abstract

Drug-induced liver injury (DILI) is an acute inflammatory liver disease caused not only by prescription and over-the-counter medications but also by health foods and dietary supplements. Typically, DILI patients recover once the causative substance is identified and discontinued. In contrast, autoimmune hepatitis (AIH) results from the immune-mediated destruction of hepatocytes due to a breakdown of self-tolerance mechanisms. Patients presenting with acute-onset AIH often lack characteristic cli...

Predicted journal destinations

1
PLOS ONE
1737 training papers
Top 37% 18.1%
2
Scientific Reports
701 training papers
Top 26% 8.0%
3
Nature Communications
483 training papers
Top 15% 6.5%
4
Computers in Biology and Medicine
39 training papers
Top 0.9% 5.1%
5
Cureus
64 training papers
Top 2% 3.9%
6
International Journal of Medical Informatics
25 training papers
Top 3% 2.0%
7
Biomedicines
21 training papers
Top 0.3% 2.0%
8
Cell Reports Medicine
49 training papers
Top 1% 2.0%
9
BMC Medicine
155 training papers
Top 11% 2.0%
10
npj Digital Medicine
85 training papers
Top 10% 2.0%
11
Medicine
29 training papers
Top 1% 2.0%
12
Journal of Translational Medicine
21 training papers
Top 0.2% 1.6%
13
PLOS Medicine
95 training papers
Top 8% 1.6%
14
PLOS Neglected Tropical Diseases
166 training papers
Top 11% 1.6%
15
Journal of Biomedical Informatics
37 training papers
Top 5% 1.6%
16
Frontiers in Medicine
99 training papers
Top 11% 1.6%
17
Cancers
57 training papers
Top 6% 1.6%
18
Journal of Clinical Microbiology
77 training papers
Top 5% 1.4%
19
iScience
74 training papers
Top 8% 1.2%
20
BMJ Open
553 training papers
Top 62% 1.0%
21
JCI Insight
63 training papers
Top 7% 1.0%
22
eLife
262 training papers
Top 45% 1.0%
23
BMC Cancer
21 training papers
Top 5% 1.0%
24
The Lancet Digital Health
25 training papers
Top 1% 1.0%
25
European Respiratory Journal
44 training papers
Top 5% 0.7%
26
Frontiers in Immunology
140 training papers
Top 13% 0.7%
27
Brain
69 training papers
Top 10% 0.7%
28
International Journal of Molecular Sciences
39 training papers
Top 7% 0.7%
29
PLOS Digital Health
88 training papers
Top 19% 0.7%