Research Papers

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Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests.
Roland T; Böck C; Tschoellitsch T; Maletzky A; Hochreiter S; Meier J; Klambauer G.
J Med Syst (Unknown)
Published: 2022
4/6 Transparent
Code Funding Declared
Automatic Cardiac Structure Contouring for Small Datasets with Cascaded Deep Learning Models.
van den Oever LB; Spoor DS; Crijns APG; Vliegenthart R; Oudkerk M; Veldhuis RNJ; de Bock GH; van Ooijen PMA.
J Med Syst (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Online Mindfulness Experience for Emotional Support to Healthcare staff in times of Covid-19.
Castillo-Sánchez G; Sacristán-Martín O; Hernández MA; Muñoz I; de la Torre I; Franco-Martín M.
J Med Syst (Unknown)
Published: 2022
3/6 Transparent
Funding Declared
Trustworthy Augmented Intelligence in Health Care.
Crigger E; Reinbold K; Hanson C; Kao A; Blake K; Irons M.
J Med Syst (Unknown)
Published: 2022
2/6 Transparent
Feasibility of an Assessment Tool as a Data-Driven Approach to Reducing Racial Bias in Biomedical Publications.
Wescott S; Johnson R; Lamba S; Olson D; Haywood Y; Meltzer CC; Correa R.
J Med Syst (Unknown)
Published: 2021
1/6 Transparent
Diabetic Macular Edema Screened by Handheld Smartphone-based Retinal Camera and Artificial Intelligence.
Malerbi FK; Mendes G; Barboza N; Morales PH; Montargil R; Andrade RE.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Funding Declared
Breast histopathological image analysis using image processing techniques for diagnostic puposes: A methodological revi…
Rashmi R; Prasad K; Udupa CBK.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Funding Declared
Sensitivity and Specificity of Real-World Social Factor Screening Approaches.
Vest JR; Wu W; Mendonca EA.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Factors Affecting User's Behavioral Intention and Use of a Mobile-Phone-Delivered Cognitive Behavioral Therapy for Inso…
Fitrianie S; Horsch C; Beun RJ; Griffioen-Both F; Brinkman WP.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Registered Funding Declared
Cohort and Trajectory Analysis in Multi-Agent Support Systems for Cancer Survivors.
Manzo G; Calvaresi D; Jimenez-Del-Toro O; Calbimonte JP; Schumacher M.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Funding Declared
Machine Learning for Health: Algorithm Auditing & Quality Control.
Oala L; Murchison AG; Balachandran P; Choudhary S; Fehr J; Leite AW; Goldschmidt PG; Johner C; Schörverth EDM; Nakasi R; Meyer M; Cabitza F; Baird P; Prabhu C; Weicken E; Liu X; Wenzel M; Vogler S; Akogo D; Alsalamah S; Kazim E; Koshiyama A; Piechottka S; Macpherson S; Shadforth I; Geierhofer R; Matek C; Krois J; Sanguinetti B; Arentz M; Bielik P; Calderon-Ramirez S; Abbood A; Langer N; Haufe S; Kherif F; Pujari S; Samek W; Wiegand T.
J Med Syst (Unknown)
Published: 2021
Optimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Beh…
Wang S; Zhang C; Kröse B; van Hoof H.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Code Funding Declared
The Use of Mobile Applications for the Diagnosis and Treatment of Tumors in Orthopaedic Oncology - a Systematic Review.
Berger-Groch J; Keitsch M; Reiter A; Weiss S; Frosch KH; Priemel M.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Registered Funding Declared
Design and Development of an Interactive Web-Based Simulator for Trauma Training: A Pilot Study.
Larraga-García B; Castañeda López L; Rubio Bolívar FJ; Quintana-Díaz M; Gutiérrez Á.
J Med Syst (Unknown)
Published: 2021
4/6 Transparent
Code Funding Declared
Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Data…
Olthof AW; van Ooijen PMA; Cornelissen LJ.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Funding Declared
Machine Learning in Medical Emergencies: a Systematic Review and Analysis.
Mendo IR; Marques G; de la Torre Díez I; López-Coronado M; Martín-Rodríguez F.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Gait and Balance Assessments using Smartphone Applications in Parkinson's Disease: A Systematic Review.
Abou L; Peters J; Wong E; Akers R; Dossou MS; Sosnoff JJ; Rice LA.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Mobile Triage Applications: A Systematic Review in Literature and Play Store.
Montano IH; de la Torre Díez I; López-Izquierdo R; Villamor MAC; Martín-Rodríguez F.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Application of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisio…
Dong J; Wu H; Zhou D; Li K; Zhang Y; Ji H; Tong Z; Lou S; Liu Z.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Funding Declared
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19.
Hammoudi K; Benhabiles H; Melkemi M; Dornaika F; Arganda-Carreras I; Collard D; Scherpereel A.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
A Novel Suture Training System for Open Surgery Replicating Procedures Performed by Experts Using Augmented Reality.
Nagayo Y; Saito T; Oyama H.
J Med Syst (Unknown)
Published: 2021
3/6 Transparent
Funding Declared
Robust Data Integration Method for Classification of Biomedical Data.
Polewko-Klim A; Mnich K; Rudnicki WR.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Mixed Reality Visualization of Radiation Dose for Health Professionals and Patients in Interventional Radiology.
Takata T; Nakabayashi S; Kondo H; Yamamoto M; Furui S; Shiraishi K; Kobayashi T; Oba H; Okamoto T; Kotoku J.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
Funding Declared
Smartphone Apps in Graduate Medical Education Virtual Recruitment During the COVID-19 Pandemic.
Shah NL; Miller JB; Bilal M; Shah B.
J Med Syst (Unknown)
Published: 2021
1/6 Transparent
A Hybrid Model to Classify Patients with Chronic Obstructive Respiratory Diseases.
Martinho D; Freitas A; Sá-Sousa A; Vieira A; Meira J; Martins C; Marreiros G.
J Med Syst (Unknown)
Published: 2021
2/6 Transparent
Funding Declared