Integrated bioinformatic analysis and machine learning developed a prognostic model based on mitochondrial function for acute myeloid leukemia

This robust machine learning framework underscores the potential of MitoScore as a tool for stratified prognostic assessment and personalized treatment planning in AML patients.

Authors

Institutions

Publication Details

Journal
Frontiers in Immunology
Published
2025-10-23
DOI
https://doi.org/10.3389/fimmu.2025.1597633
Primary Topic
Acute Myeloid Leukemia Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrated bioinformatic analysis and machine learning developed a prognostic model based on mitochondrial function for acute myeloid leukemia

Ziyuan Lu, Xinyi Chen, Weijun Ling, Xingbiao Chen et al.
Frontiers in Immunology
Acute Myeloid Leukemia Research
article

Integrated bioinformatic analysis and machine learning developed a prognostic model based on mitochondrial function for acute myeloid leukemia

Ziyuan Lu, Xinyi Chen, Weijun Ling, Xingbiao Chen, Zhehan Yang
article en

Abstract

This robust machine learning framework underscores the potential of MitoScore as a tool for stratified prognostic assessment and personalized treatment planning in AML patients.

Frontiers in ImmunologyVol. 16
Dongguan University of Technology (CN), Third Affiliated Hospital of Guangzhou Medical University (CN), Guangzhou Medical University (CN)
Openalex Percentile: Top 62%
Acute Myeloid Leukemia Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.