Frontiers in Medical Technology | Medtech Data Analytics

Original Research

Accepted on 13 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
水靳
Xuemei Ye
Jaesik Jeong
Ye Yuan
Heqing Yi

Frontiers in Medical Technology

Methods

Accepted on 10 Nov 2025

DGA-Net: A Dual-branch Group Aggregation Network for Liver Tumor Segmentation in Medical Images

in Medtech Data Analytics

Lin Zhu
yan shu liu

Frontiers in Medical Technology

Original Research

Accepted on 05 Nov 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
Asifa Tassaddiq
Carlo Cattani

Frontiers in Medical Technology

276 views

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

733 views

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

1,090 views

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

1,174 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

1,194 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

1,531 views

Original Research

Published on 23 Aug 2024

Detection and counting of Leishmania intracellular parasites in microscopy images

in Medtech Data Analytics

Lariza María de la Caridad Portuondo-Mallet
Niurka Mollineda-Diogo
Rubén Orozco-Morales
Juan Valentín Lorenzo-Ginori

Frontiers in Medical Technology

doi 10.3389/fmedt.2024.1360280

3,446 views
1 citation

Editorial

Published on 30 May 2024

Editorial: New technologies improve maternal and newborn safety

in Medtech Data Analytics

Jieyun Bai
Yaosheng Lu
Huishu Liu
Fang He
Xiaohui Guo

Frontiers in Medical Technology

doi 10.3389/fmedt.2024.1372358

7,755 views
4 citations

Original Research

Published on 15 May 2024

Influence of sports on cortical excitability in patients with spinal cord injury: a TMS study

in Medtech Data Analytics

Vanessa N. Frey
Patrick B. Langthaler
Nora Renz
Georg Zimmermann
Christopher Höhn
Kerstin Schwenker
Aljoscha Thomschewski
Alexander B. Kunz
Yvonne Höller
Raffaele Nardone

Frontiers in Medical Technology

doi 10.3389/fmedt.2024.1297552

2,468 views
2 citations

Original Research

Published on 26 Mar 2024

Use of fractals in determining the malignancy degree of lung nodules

in Medtech Data Analytics

Noel Victor Amador-Legon
Marlen Perez-Diaz

Frontiers in Medical Technology

doi 10.3389/fmedt.2024.1362688

1,885 views
3 citations

Original Research

Published on 19 Mar 2024

Immersive virtual reality-based learning as a supplement for biomedical engineering labs: challenges faced and lessons learned

in Medtech Data Analytics

Ishita Tandon
Vitali Maldonado
Megan Wilkerson
Amanda Walls
Raj R. Rao
Mostafa Elsaadany

Frontiers in Medical Technology

doi 10.3389/fmedt.2024.1301004

3,806 views
4 citations

Review

Published on 01 Feb 2024

Sex-specific outcomes in cancer therapy: the central role of hormones

in Medtech Data Analytics

Parisa Bakhshi
Jim Q. Ho
Steven Zanganeh

Frontiers in Medical Technology

doi 10.3389/fmedt.2024.1320690

5,678 views
7 citations

Original Research

Published on 13 Dec 2023

Impact of data synthesis strategies for the classification of craniosynostosis

in Medtech Data Analytics

Matthias Schaufelberger
Reinald Peter Kühle
Andreas Wachter
Frederic Weichel
Niclas Hagen
Friedemann Ringwald
Urs Eisenmann
Jürgen Hoffmann
Michael Engel
Christian Freudlsperger

Frontiers in Medical Technology

doi 10.3389/fmedt.2023.1254690

2,272 views
2 citations

Perspective

Published on 17 Nov 2023

Feasibility of Parylene C for encapsulating piezoelectric actuators in active medical implants

in Medtech Data Analytics

Alina Kohler
Felix Blendinger
Sonja Müller
Ulrich Mescheder
Volker Bucher

Frontiers in Medical Technology

doi 10.3389/fmedt.2023.1211423

2,047 views
5 citations