Mathematical Approaches in Advancing Medical Science, Physical Fitness, and Clinical Sciences

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ORIGINAL RESEARCH

Published on 24 Nov 2025

Time series forecasting of red blood cell demand in hematology patients using SARIMA and exponential smoothing models: a retrospective analysis in a Chinese tertiary hospital

Jusong Liu
Qiong Yuan
Liang Cai
Zhi Cai
Xuemei Xu

doi 10.3389/fmed.2025.1582277

786 views

ORIGINAL RESEARCH

Published on 19 Aug 2025

Predictive value of the stone-free rate after percutaneous nephrolithotomy based on multiple machine learning models

Zhao Rong Liu
Zhan Jiang Yu
Jie Zhou
Jian Biao Huang

doi 10.3389/fmed.2025.1559613

2,094 views

CASE REPORT

Published on 05 Jun 2025

Case Report: Recovery of consciousness ahead of MRI image lesion information in cerebral fat embolism syndrome

Zhixiong Zhuang
Yan Bo
Yunpin Pan
Jianfeng Huang

doi 10.3389/fmed.2025.1566578

1,530 views
7 citations

ORIGINAL RESEARCH

Published on 08 Oct 2024

Deep learning-driven ultrasound-assisted diagnosis: optimizing GallScopeNet for precise identification of biliary atresia

Yupeng Niu
Jingze Li
Xiyuan Xu
Pu Luo
Pingchuan Liu
Jian Wang
Jiong Mu

doi 10.3389/fmed.2024.1445069

2,030 views
4 citations

ORIGINAL RESEARCH

Published on 11 Jun 2024

Development of a deep learning model for predicting recurrence of hepatocellular carcinoma after liver transplantation

Seung Hyoung Ko
Jie Cao
Yong-kang Yang
Zhi-feng Xi
Hyun Wook Han
Meng Sha
Qiang Xia

doi 10.3389/fmed.2024.1373005

1,906 views
2 citations

ORIGINAL RESEARCH

Published on 05 Jun 2024

Machine learning based prediction models for analyzing risk factors in patients with acute abdominal pain: a retrospective study

Tian Gan
Xiaochao Liu
Rong Liu
Jing Huang
Dingxi Liu
Wenfei Tu
Jiao Song
Pengli Cai
Hexiao Shen
Wei Wang

doi 10.3389/fmed.2024.1354925

2,369 views
9 citations

BRIEF RESEARCH REPORT

Published on 23 May 2024

Predicting lung cancer's metastats' locations using bioclinical model

Teddy Lazebnik
Svetlana Bunimovich-Mendrazitsky

doi 10.3389/fmed.2024.1388702

1,292 views
3 citations

ORIGINAL RESEARCH

Published on 14 May 2024

Investigation toward the economic feasibility of personalized medicine for healthcare service providers: the case of bladder cancer

Elizaveta Savchenko
Svetlana Bunimovich-Mendrazitsky

doi 10.3389/fmed.2024.1388685

2,665 views
9 citations

ORIGINAL RESEARCH

Published on 09 May 2024

BCSLinker: automatic method for constructing a knowledge graph of venous thromboembolism based on joint learning

Fenghua Cai
Jianfeng He
Yunchuan Liu
Hongjiang Zhang

doi 10.3389/fmed.2024.1272224

1,283 views

ORIGINAL RESEARCH

Published on 17 Jan 2024

Deep-STP: a deep learning-based approach to predict snake toxin proteins by using word embeddings

Hasan Zulfiqar
Zhiling Guo
Ramala Masood Ahmad
Zahoor Ahmed
Peiling Cai
Xiang Chen
Yang Zhang
Hao Lin
Zheng Shi

doi 10.3389/fmed.2023.1291352

5,743 views
118 citations

ORIGINAL RESEARCH

Published on 05 Jan 2024

Identification of diagnostic molecules and potential traditional Chinese medicine components for Alzheimer’s disease by single cell RNA sequencing combined with a systematic framework for network pharmacology

Tao Wang
Xinlei Zhang
Wenxin Liu
Fangli Ning
Xingling Hu
Lei Qin
Mengmeng Cui
Jinyue Yang
Shi Lv
Qian Wang

doi 10.3389/fmed.2023.1335512

8,606 views
6 citations

BRIEF RESEARCH REPORT

Published on 12 Oct 2023

A di-electrophoretic simulation procedure of iron-oxide micro-particle drug attachment system for leukemia treatment using COMSOL software: a potential treatment reference for LMICs

Henry Fenekansi Kiwumulo
Haruna Muwonge
Charles Ibingira
Michael Lubwama
John Baptist Kirabira
Robert Tamale Ssekitoleko

doi 10.3389/fmedt.2023.1250964

1,947 views
2 citations

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Articles

Time series forecasting of red blood cell demand in hematology patients using SARIMA and exponential smoothing models: a retrospective analysis in a Chinese tertiary hospital

Predictive value of the stone-free rate after percutaneous nephrolithotomy based on multiple machine learning models

Case Report: Recovery of consciousness ahead of MRI image lesion information in cerebral fat embolism syndrome

Deep learning-driven ultrasound-assisted diagnosis: optimizing GallScopeNet for precise identification of biliary atresia

Development of a deep learning model for predicting recurrence of hepatocellular carcinoma after liver transplantation

Machine learning based prediction models for analyzing risk factors in patients with acute abdominal pain: a retrospective study

Predicting lung cancer's metastats' locations using bioclinical model

Investigation toward the economic feasibility of personalized medicine for healthcare service providers: the case of bladder cancer

BCSLinker: automatic method for constructing a knowledge graph of venous thromboembolism based on joint learning

Deep-STP: a deep learning-based approach to predict snake toxin proteins by using word embeddings

Identification of diagnostic molecules and potential traditional Chinese medicine components for Alzheimer’s disease by single cell RNA sequencing combined with a systematic framework for network pharmacology

A di-electrophoretic simulation procedure of iron-oxide micro-particle drug attachment system for leukemia treatment using COMSOL software: a potential treatment reference for LMICs

Frontiers in Medical Technology

Medtech Data Analytics

Other participating journals

Frontiers in Medicine

Precision Medicine