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Papers matching “machine learning platform” 19

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Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support
2023 Diagnostics article Medicine COVID-19 diagnosis using AI Open access

Chadi Barakat, Marcel Aach, Andreas Schuppert, Sigurður Brynjólfsson, Sebastian Johannes Fritsch, Morris Riedel

4

citations
A multi-omics machine learning classifier for outgrowth of cow's milk allergy in children
2025 Molecular Omics article Medicine Food Allergy and Anaphylaxis Research Open access

Diana M. Hendrickx, Mariyana V. Savova, Sjef A. Boeren, Kelly Klomp, Sumanth Kumar Mutte, Presto Study Team, +4 more

6

citations
A Transcriptomics-Based Meta-Analysis Combined With Machine Learning Identifies a Secretory Biomarker Panel for Diagnosis of Pancreatic Adenocarcinoma
2020 Frontiers in Genetics article Medicine Pancreatic and Hepatic Oncology Research Open access

Indu Khatri, Manoj Bhasin

32

citations
A transcriptomics-based meta-analysis combined with machine learning approach identifies a secretory biomarker panel for diagnosis of pancreatic adenocarcinoma
2020 medRxiv preprint Medicine Pancreatic and Hepatic Oncology Research Open access

Indu Khatri, Manoj Bhasin

2

citations
Interpretable Machine Learning for Course Prediction in Central Serous Chorioretinopathy Using Baseline OCT from a Multicenter Cohort
2026 American Journal of Ophthalmology article Medicine Retinal Diseases and Treatments Open access

Lorenzo Ferro Desideri, Nina Eldridge, Lieselotte Berger, Andreas Ebneter, Margarita Todorova, Hung-Da Chou, +17 more

0

citations
Lung cancer intravasation-on-a-chip: Visualization and machine learning-assisted automatic quantification
2025 Bioactive Materials article Medicine Cancer Cells and Metastasis Open access

Christy Wing Tung Wong, J Lee, Anna Jaeschke, Kwok Keung Lit, Ho-Ying Wan, Caroline Kniebs, +3 more

7

citations
Myo‐Guide: A Machine Learning‐Based Web Application for Neuromuscular Disease Diagnosis With MRI
2025 Journal of Cachexia Sarcopenia and Muscle article Medicine Neurogenetic and Muscular Disorders Research Open access

José Verdú-Díaz, Carla Bolano-Diaz, A. Gonzalez-Chamorro, S. Fitzsimmons, Jodi Warman‐Chardon, G. Kocak, +51 more

10

citations
Surgical Refinement in Porcine Renal Autotransplantation – Flattening the Learning Curve in an Established Training Program
2025 Journal of Surgical Research article Medicine Organ Transplantation Techniques and Outcomes Open access

Decan Jiang, Lisa Ernst, Mareike Schulz, Fabiola A. Bechtiger, Aghnia Jolanda Putri, Georg Lurje, +2 more

0

citations
Personalized physical activity recommendations for people with axial spondyloarthritis using wearable activity tracker data: an exploratory study
2025 Rheumatology International article Medicine Spondyloarthritis Studies and Treatments Open access

Arie‐Willem de Leeuw, MAT van Wissen, T. P. M. Vliet Vlieland, Astrid M van Tubergen, Maaike G. J. Gademan, Monique Berger, +1 more

7

citations
Smart optogenetics for real-time automated control of cardiac electrical activity
2026 EP Europace article Medicine Cardiac electrophysiology and arrhythmias Open access

S Deng, N Harlaar, J Zhang, S O Dekker, Nina Kudryashova, H Zhou, +9 more

0

citations
What scans we will read: imaging instrumentation trends in clinical oncology
2020 Cancer Imaging article Medicine Medical Imaging Techniques and Applications Open access

Thomas Beyer, Luc M. Bidaut, John C. Dickson, Marc Kachelrieß, Fabian M. Kiessling, Rainer Andreas Leitgeb, +4 more

64

citations
Innovation in Cardiothoracic Surgery: From Incremental Progress to Transformative Change
2026 European Journal of Cardio-Thoracic Surgery editorial Medicine Cardiac and Coronary Surgery Techniques Open access

Friedhelm Beyersdorf, Patrick O. Myers, Mario F.L. Gaudino, Mark Hazekamp

1

citations
Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome
2023 Diagnostics article Medicine Respiratory Support and Mechanisms Open access

Chadi Barakat, Konstantin Sharafutdinov, Josefine Busch, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +4 more

7

citations
Focus issue: Artificial intelligence in medical physics
2021 Physica Medica article Medicine Artificial Intelligence in Healthcare and Education Open access

Federica Zanca, Michele Avanzo, Niall C. Colgan, Wouter Crijns, Gabriele Guidi, Irene Hernandez Giron, +6 more

8

citations
Editorial: Extracellular matrix-like microenvironments for in vitro models and regenerative medicine
2024 Frontiers in Bioengineering and Biotechnology editorial Medicine Tissue Engineering and Regenerative Medicine Open access

Arturo Ibáñez‐Fonseca, Alicia Fernández‐Colino, Bárbara Blanco‐Fernandez, Dorela D. Shuboni‐Mulligan

1

citations
Data Resource Profile Update: The Dutch National Intensive Care Evaluation (NICE) registry
2026 International Journal of Epidemiology article Medicine Sepsis Diagnosis and Treatment Open access

Ferishta Bakhshi‐Raiez, Marie-José Roos-Blom, Dave Anton Dongelmans, Mark van den Boogaard, Bas C. T. van Bussel, Dylan W. de Lange, +13 more

0

citations
Smart Optogenetics for Real‐Time Automated Control of Cardiac Electrical Activity
2026 Advanced Science article Medicine Cardiac electrophysiology and arrhythmias Open access

Shanliang Deng, Niels J. Harlaar, Juan Zhang, Sven O. Dekker, Nina Kudryashova, Huiling Zhou, +10 more

3

citations
Proteomic subtyping highlights tumor heterogeneity of human HCC
2025 Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin article Medicine Hepatocellular Carcinoma Treatment and Prognosis Open access

Jovan Tanevski, Jana Baues, Sven Heiko Loosen, Tom Luedde, Ulf P. Neumann, Peter Boor, +3 more

1

citations
Healthcare information system engineering: AI technologies and open source approaches
2025 Leiden Repository (Leiden University) dissertation Medicine Artificial Intelligence in Healthcare and Education Open access

0

citations

19 results