Frontiers in Medical Technology | Medtech Data Analytics

Brief Research Report

Published on 12 May 2026

Economic evaluation of hearing aid use and quality of life in older adults with hearing impairment in India

in Medtech Data Analytics

Rakesh Kumar Sahoo
Krushna Chandra Sahoo
Urmi Pattanayak
Abhinav Sinha
Abhisek Jena
Lanu Wanboy Aimol
Kavitha Rajsekar
Debdutta Bhattacharya
Sanghamitra Pati

Frontiers in Medical Technology

doi 10.3389/fmedt.2026.1800134

3,459 views

Original Research

Accepted on 11 May 2026

Public Trust in AI-Enabled Telemedicine: Affective, Cognitive, and Structural Dimensions Insights from Multi-Platform Big Data Analytics

in Medtech Data Analytics

Faisal Binsar
Mohammad Hamsal
Erwin Tenggono
Maman Abdurohman
Ridha Hanafi
Indra Wahyudi

Frontiers in Medical Technology

Original Research

Published on 07 May 2026

Powering care at the frontlines: healthcare providers' perspectives on solarised primary health centres in rural Karnataka, India, using the WHO HHFA framework

in Medtech Data Analytics

Veeresh Tadahal
Rinshu Dwivedi
Ramesh Athe

Frontiers in Medical Technology

doi 10.3389/fmedt.2026.1800307

3,364 views

Original Research

Accepted on 28 Apr 2026

Transformer-Based Deep Learning for Estimating Bidirectional Maternal-Fetal Cardiac Coupling

in Medtech Data Analytics

Murad Almadani
Leontios Hadjileontiadis
Ahsan Khandoker

Frontiers in Medical Technology

1,917 views

Original Research

Accepted on 27 Apr 2026

Attention-Guided and MIL-Constrained CycleGAN for High-Fidelity Virtual p16 and Ki-67 Staining

in Medtech Data Analytics

Yuefeng Xie
Xinli Lei
Andi Duan
Yuhang Wu
Linhong Liao
Xi Wang

Frontiers in Medical Technology

2,063 views

Original Research

Accepted on 15 Apr 2026

Real-time Face Keypoint Detection for Pre-anesthetic Assessment with Optimized YOLO11 Model based on DeBiFormer

in Medtech Data Analytics

Daotong Wang
Jb Su

Frontiers in Medical Technology

3,124 views

Original Research

Accepted on 15 Apr 2026

Intelligent Data Governance and Quality Control for Chest Bi syndrome (coronary heart disease) Across the prevention– treatment–rehabilitation Continuum: Integrating a Standardized Framework, Adversarially-Optimized Trigger Engine, and Domain-Adaptive AI

in Medtech Data Analytics

Hong Huisi
Guiyuan Yang
Weihan Shen
Shiqi Luo
Yiming Yuan
Yong Zhao
Hong Zhang
Shuangyan Li
Juhua Wu
Wenge Chen

Frontiers in Medical Technology

3,112 views

Original Research

Published on 15 Apr 2026

Enhancing context-aware SARS disorder management: a proposed multi-agent simulation framework with machine learning and bio-sensor data integration

in Medtech Data Analytics

Abdullah
Zulaikha Fatima
Nida Hafeez
Muhammad Ateeb Ather
Rolando Quintero Tellez
Grigori Sidorov
Carlos Guzmán Sánchez-Mejorada
Miguel Jesús Torres Ruiz

Frontiers in Medical Technology

doi 10.3389/fmedt.2026.1780837

2,462 views

Original Research

Accepted on 23 Mar 2026

Mamba-ADR: Adverse Drug Reaction Detection from Social-Media using State-Space Regression Model

in Medtech Data Analytics

Shanwen Zhang
Ping Li
Yahong Ma

Frontiers in Medical Technology

3,546 views

Original Research

Published on 18 Mar 2026

Mamba-enhanced codebook learning with anatomical constraints for liver and tumor segmentation in 3D CT volumes

in Medtech Data Analytics

Yanfei Teng
Xiang Li
Zhenpeng Chen
Shunlin Guo

Frontiers in Medical Technology

doi 10.3389/fmedt.2026.1708094

2,246 views

Original Research

Accepted on 09 Mar 2026

Diabetes Retinopathy Pattern Detection and Recognition using Transfer Learning

in Medtech Data Analytics

Deepak Mane
Dr Pravin Kumar Bhoyar
Archana Jadhav
Dipali Patil
Gitanjali Mate
Aryani Gangadhara
Deepak R. More

Frontiers in Medical Technology

1,712 views

Systematic Review

Published on 22 Jan 2026

IoMT–Fog–Cloud-based AI frameworks for chronic disease diagnosis: updated comparative analysis with recent AI-IoMT models (2020–2025)

in Medtech Data Analytics

Kitsakorn Locharoenrat

Frontiers in Medical Technology

doi 10.3389/fmedt.2026.1748964

998 views
1 citation

Original Research

Published on 13 Jan 2026

Ventricular suction detection algorithm designed for ventricular assist devices

in Medtech Data Analytics

Yijiao Wu
Yuzhuo Yang
Xudong Pan
Shunzhou Yu

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1748577

780 views

Original Research

Published on 09 Jan 2026

X-ray contrast-adjustable 3D printing for multimodal fusion of microCT and histology

in Medtech Data Analytics

Philipp Nolte
Chris Johann Ackurat
Marcel Brettmacher
Marius Reichardt
Marieke Stammes
Christoph Rußmann
Christian Dullin

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1702201

1,286 views

Original Research

Published on 09 Jan 2026

Comparison of Nissen vs. Toupet fundoplication in laparoscopic hiatal hernia repair for gastroesophageal reflux disease with extra-esophageal symptoms

in Medtech Data Analytics

Qingchao Zhu
Nengquan Sheng
Zhigang Wang
Yang Xia

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1678192

1,832 views

Original Research

Published on 05 Dec 2025

Explainable machine learning for predicting postoperative length of stay after gastrectomy: a nationwide study using XGBoost and SHAP

in Medtech Data Analytics

Tsunehiko Maruyama
Kazuto Ikezawa
Hideo Suzuki
Tomohiro Kurokawa
Yoshimasa Akashi
Tatsuya Oda

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1732580

1,581 views
1 citation

Original Research

Published on 02 Dec 2025

An advanced multimodal image fusion model for accurate detection of Alzheimer's disease using MRI and PET

in Medtech Data Analytics

Arshiya S. Ansari
Mohammad Sajid Mohammadi
Carlo Cattani
Asifa Tassaddiq

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1699821

2,600 views

Original Research

Published on 28 Nov 2025

Explainable multi-modal machine learning for predicting occult pulmonary metastases in differentiated thyroid cancer: a SHAP-based approach prior to radioactive iodine scans

in Medtech Data Analytics

Yuqi Su
Yuhuang Cai
Shui Jin
Xuemei Ye
Jaesik Jeong
Ye Yuan
Heqing Yi

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1685088

1,444 views

Methods

Published on 26 Nov 2025

DGA-Net: a dual-branch group aggregation network for liver tumor segmentation in medical images

in Medtech Data Analytics

Lin Zhu
Shuyan Liu

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1712952

1,327 views
1 citation

Original Research

Published on 28 Oct 2025

More than just a heatmap: elevating XAI with rigorous evaluation metrics

in Medtech Data Analytics

Dost Muhammad
Malika Bendechache

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1674343

2,744 views
4 citations

Original Research

Published on 22 Sep 2025

Using machine learning methods to investigate the impact of comorbidities and clinical indicators on the mortality rate of COVID-19

in Medtech Data Analytics

Yueh-Chen Hsieh
Sin Chen
Shu-Yu Tsao
Jiun-Ruey Hu
Wan-Ting Hsu
Chien-Chang Lee

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1621158

1,938 views
2 citations

Original Research

Published on 16 Sep 2025

ATTNFNET: feature aware depth-to-pressure translation with cGAN training

in Medtech Data Analytics

Neevkumar Manavar
Hanno Gerd Meyer
Joachim Waßmuth
Barbara Hammer
Axel Schneider

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1621922

1,826 views

Original Research

Published on 15 Sep 2025

Automated identification of early to mid-stage Parkinson’s disease using deep convolutional neural networks on static facial images

in Medtech Data Analytics

Ni Yang
Jing Liu
Lin Wang
Jiajun Ding
Lingzhi Sun
Xianghua Qi
Yitong Lu
Wei Yan

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1655199

2,038 views

Editorial

Published on 07 Jul 2025

Editorial: mHealth and smartphone apps in patient follow-up

in Medtech Data Analytics

Uffe Kock Wiil

Frontiers in Medical Technology

doi 10.3389/fmedt.2025.1644384

2,328 views

74 articles

articles

Economic evaluation of hearing aid use and quality of life in older adults with hearing impairment in India

Public Trust in AI-Enabled Telemedicine: Affective, Cognitive, and Structural Dimensions Insights from Multi-Platform Big Data Analytics

Powering care at the frontlines: healthcare providers' perspectives on solarised primary health centres in rural Karnataka, India, using the WHO HHFA framework

Transformer-Based Deep Learning for Estimating Bidirectional Maternal-Fetal Cardiac Coupling

Attention-Guided and MIL-Constrained CycleGAN for High-Fidelity Virtual p16 and Ki-67 Staining

Real-time Face Keypoint Detection for Pre-anesthetic Assessment with Optimized YOLO11 Model based on DeBiFormer

Intelligent Data Governance and Quality Control for Chest Bi syndrome (coronary heart disease) Across the prevention– treatment–rehabilitation Continuum: Integrating a Standardized Framework, Adversarially-Optimized Trigger Engine, and Domain-Adaptive AI

Enhancing context-aware SARS disorder management: a proposed multi-agent simulation framework with machine learning and bio-sensor data integration

Mamba-ADR: Adverse Drug Reaction Detection from Social-Media using State-Space Regression Model

Mamba-enhanced codebook learning with anatomical constraints for liver and tumor segmentation in 3D CT volumes

Diabetes Retinopathy Pattern Detection and Recognition using Transfer Learning

IoMT–Fog–Cloud-based AI frameworks for chronic disease diagnosis: updated comparative analysis with recent AI-IoMT models (2020–2025)

Ventricular suction detection algorithm designed for ventricular assist devices

X-ray contrast-adjustable 3D printing for multimodal fusion of microCT and histology

Comparison of Nissen vs. Toupet fundoplication in laparoscopic hiatal hernia repair for gastroesophageal reflux disease with extra-esophageal symptoms

Explainable machine learning for predicting postoperative length of stay after gastrectomy: a nationwide study using XGBoost and SHAP

An advanced multimodal image fusion model for accurate detection of Alzheimer's disease using MRI and PET

Explainable multi-modal machine learning for predicting occult pulmonary metastases in differentiated thyroid cancer: a SHAP-based approach prior to radioactive iodine scans

DGA-Net: a dual-branch group aggregation network for liver tumor segmentation in medical images

More than just a heatmap: elevating XAI with rigorous evaluation metrics

Using machine learning methods to investigate the impact of comorbidities and clinical indicators on the mortality rate of COVID-19

ATTNFNET: feature aware depth-to-pressure translation with cGAN training

Automated identification of early to mid-stage Parkinson’s disease using deep convolutional neural networks on static facial images

Editorial: mHealth and smartphone apps in patient follow-up