Clinical prediction models in cancer through bioinformatics

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Articles

ORIGINAL RESEARCH

Published on 04 Dec 2025

Development and validation of a nomogram for predicting clinically significant prostate cancer using serologic indices, multiparametric magnetic resonance imaging, and sound touch elastography parameters: a retrospective study

Kai Shu
Qian Chen
Junliang Chen
Qiang Xu
Yonghong Jin

doi 10.3389/fonc.2025.1611706

629 views

ORIGINAL RESEARCH

Published on 04 Dec 2025

Predicting GD2 expression across cancer types by the integration of pathway topology and transcriptome data

Arsenij Ustjanzew
Federico Marini
Saskia Wagner
Arthur Wingerter
Roger Sandhoff
Jörg Faber
Claudia Paret

doi 10.3389/fbinf.2025.1705930

1,046 views

ORIGINAL RESEARCH

Accepted on 20 Oct 2025

Identification of Multiple Prognostic Biomarker Sets for Risk Stratification in SKCM

Shivani Malik
Ritu Tomer
Akanksha Arora
Gajendra PS Raghava

260 views

ORIGINAL RESEARCH

Published on 08 Oct 2025

Pain - related methylation driver genes affect the prognosis of pancreatic cancer patients by altering immune function and perineural infiltration

Chencheng Zhang
Weiwei Xu
Xudong Chen
Xingdan Wang
Xiaopeng Cui
Wenjing Zhao

doi 10.3389/fgene.2025.1600883

2,207 views

ORIGINAL RESEARCH

Published on 29 Sep 2025

The prognostic significance of lung immune prognostic index in patients with osteosarcoma after chemotherapy

Han Liu
Hui Kang
Jianhua Mu
Jingjing Wang
Taojun Gong
Zhuangzhuang Li
Xuanhong He
Yuqi Zhang
Li Min
1 more
Chongqi Tu

doi 10.3389/fonc.2025.1561343

2,702 views

ORIGINAL RESEARCH

Published on 26 Sep 2025

Developing prognostic models for cholesterol-related genes linked with immune infiltration in prostate cancer

Jie Wu

doi 10.3389/fgene.2025.1604113

2,434 views

ORIGINAL RESEARCH

Published on 22 Sep 2025

Interpretable machine learning model to predict 90-day radiographically confirmed pneumonia after chemotherapy initiation in non-Hodgkin lymphoma: development and internal validation of a single-center cohort

Zhanna Zhang
Manqi Su
Panruo Jiang
Xiaoxia Wang
Lingling Kong
Xiangmin Tong
Gongqiang Wu

doi 10.3389/fmed.2025.1674896

1,355 views

ORIGINAL RESEARCH

Published on 15 Sep 2025

Development and validation of a prostate cancer risk prediction model for the elevated PSA population

Junhui Wu
Xiaodong Jin
Jiali Li
Lingqian Zhao
Chenkai Zhao
Nengfeng Yu
Yubing Li
Jiasheng Yan
Junlong Wang
1 more
Wenhao Zhang

doi 10.3389/fonc.2025.1599266

2,585 views

ORIGINAL RESEARCH

Published on 11 Sep 2025

The risk prediction model for acute urine retention after perineal prostate biopsy based on the LASSO approach and Boruta feature selection

Cheng Shen
Gen Chen
Zhan Chen
Junjie You
Bing Zheng

doi 10.3389/fonc.2025.1626529

2,352 views

ORIGINAL RESEARCH

Published on 27 Aug 2025

Development and validation of a prognostic nomogram for unresectable pancreatic ductal adenocarcinoma with synchronous liver metastases: a study based on the SEER database and an external cohort

Lu Huan
Qi He
Yang Cao
Changan Liu
Yue Li

doi 10.3389/fonc.2025.1636715

1,306 views

REVIEW

Published on 18 Aug 2025

Applications and challenges of biomarker-based predictive models in proactive health management

Qiming Zhao
Chen Zhang
Wanxin Zhang
Shengchuan Zhang
Qiyuan Liu
You Guo

doi 10.3389/fpubh.2025.1633487

3,579 views
2 citations

CASE REPORT

Published on 06 Aug 2025

A case report and literature review of a rare lymphoma with repeated fever by pain and numbness in both lower limbs

Xiaoqiong Duan
Wenhua He
Rong Chen
Min Jing
Xin Wang

doi 10.3389/fmed.2025.1629134

1,339 views

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Frontiers in Bioinformatics

Integrative Bioinformatics

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Frontiers in Cellular and Infection Microbiology
- Clinical Infectious Diseases
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Frontiers in Endocrinology
- Cancer Endocrinology
- 4.6 impact factor
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Frontiers in Genetics
- Cancer Genetics and Oncogenomics
- 2.8 impact factor
- 6.2 citescore
Frontiers in Immunology
- Cancer Immunity and Immunotherapy
- 5.9 impact factor
- 10.8 citescore
Frontiers in Medicine
- 3.0 impact factor
- 6.0 citescore
Frontiers in Oncology
- 3.3 impact factor
- 6.9 citescore
Frontiers in Public Health
- Digital Public Health
- 3.4 impact factor
- 5.5 citescore

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Clinical prediction models in cancer through bioinformatics

Articles

Development and validation of a nomogram for predicting clinically significant prostate cancer using serologic indices, multiparametric magnetic resonance imaging, and sound touch elastography parameters: a retrospective study

Predicting GD2 expression across cancer types by the integration of pathway topology and transcriptome data

Identification of Multiple Prognostic Biomarker Sets for Risk Stratification in SKCM

Pain - related methylation driver genes affect the prognosis of pancreatic cancer patients by altering immune function and perineural infiltration

The prognostic significance of lung immune prognostic index in patients with osteosarcoma after chemotherapy

Developing prognostic models for cholesterol-related genes linked with immune infiltration in prostate cancer

Interpretable machine learning model to predict 90-day radiographically confirmed pneumonia after chemotherapy initiation in non-Hodgkin lymphoma: development and internal validation of a single-center cohort

Development and validation of a prostate cancer risk prediction model for the elevated PSA population

The risk prediction model for acute urine retention after perineal prostate biopsy based on the LASSO approach and Boruta feature selection

Development and validation of a prognostic nomogram for unresectable pancreatic ductal adenocarcinoma with synchronous liver metastases: a study based on the SEER database and an external cohort

Applications and challenges of biomarker-based predictive models in proactive health management

A case report and literature review of a rare lymphoma with repeated fever by pain and numbness in both lower limbs

Frontiers in Bioinformatics

Integrative Bioinformatics

Other participating journals

Frontiers in Cellular and Infection Microbiology

Clinical Infectious Diseases

Frontiers in Endocrinology

Cancer Endocrinology

Frontiers in Genetics

Cancer Genetics and Oncogenomics

Frontiers in Immunology

Cancer Immunity and Immunotherapy

Frontiers in Medicine

Gastroenterology

Hematology

Pulmonary Medicine

Frontiers in Oncology

Gastrointestinal Cancers: Hepato Pancreatic Biliary Cancers

Genitourinary Oncology

Cancer Immunity and Immunotherapy

Cancer Metabolism

Frontiers in Public Health

Digital Public Health