Towards Transparency and Knowledge Exchange in AI- assisted Data Analysis Code Generation. Zenodo, October 2024. [PUMA: unit_transfer topic_language topic_lifescience] URL
A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data. Scientific reports, (14)1Nature Publishing Group, Jan 27, 2024. [PUMA: Databases, Electronic FIS_scads Factual, Health Humans, Informatics, Learning, Machine Medical Records topic_lifescience]
Automated quantification of photoreceptor outer segments in developing and degenerating retinas on microscopy images across scales. FRONTIERS IN MOLECULAR NEUROSCIENCE, (17 (2024))Frontiers Media S.A., May 24, 2024. [PUMA: unit_transfer topic_lifescience FIS_scads imported]
Efficient Raycasting of View-Dependent Piecewise Constant Representations of Volumetric Data. Jun 17, 2022. [PUMA: topic_visualcomputing topic_lifescience FIS_scads Human-centered Visualization Visualization, and computing, concepts paradigms, techniques theory,]
Content-adaptive generation and parallel compositing of volumetric depth images for responsive visualization of large volume data. Jun 29, 2022. [PUMA: topic_visualcomputing topic_lifescience FIS_scads Human-centered Visualization Visualization, and computing, concepts paradigms techniques theory,]
Streamlining intersectoral provision of real-world health data: a service platform for improved clinical research and patient care. Frontiers in medicine, (11):1377209, Frontiers Media S.A., 2024. [PUMA: topic_lifescience FIS_scads imported]
Towards Standardizing Ophthalmic Data for Seamless Interoperability in Eye Care. Studies in health technology and informatics, (317):139--145, IOS Press, Amsterdam u. a., Aug 30, 2024. [PUMA: topic_lifescience Diseases/therapy, Electronic Eye FIS_scads Germany, Health Humans, Information Interoperability/standards, Learning, Level Machine Ophthalmology Records/standards, Seven/standards,]
ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets. Pattern recognition : the journal of the Pattern Recognition Society, (147)Elsevier Science B.V., March 2024. [PUMA: topic_lifescience Convex FIS_scads GAN, Imbalanced LoRAS, Tabular data data, learning, space]
Leptin deficiency-caused behavioral change - A comparative analysis using EthoVision and DeepLabCut. Frontiers in neuroscience, (17)Frontiers Media S.A., Mar 24, 2023. [PUMA: topic_lifescience Behavioral Deep DeepLabCut, EthoVision, FIS_scads Obesity analysis, learning,]
CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation. Genome medicine, (15)1BioMed Central, London, Aug 10, 2023. [PUMA: topic_lifescience Animals, C57BL, Cardiac/metabolism, Cell FIS_scads Immunocompromised, Inbred Infarction, Machine Macrophages, Macrophages/metabolism, Mice, Monocytes/metabolism Myocardial Myocytes, Single-cell, infarction, learning, therapy,]
Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence. npj digital medicine, (7)1Macmillan Publishers Limited, Mar 20, 2024. [PUMA: topic_lifescience FIS_scads imported]
Ten Topics to Get Started in Medical Informatics Research. Journal of Medical Internet Research, (25)JMIR Publications Inc., Jul 24, 2023. [PUMA: topic_lifescience Algorithms, Clinical Curriculum, Digital FIS_scads Germany, Health Humans, Informatics, Interdisciplinary Medical Research clinical communication, data, digital health health, informatics informatics, interdisciplinary medical research]
Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes. Biomedicines, (12)3MDPI, Basel, Mar 7, 2024. [PUMA: topic_lifescience FIS_scads imported]
How to customize common data models for rare diseases: an OMOP-based implementation and lessons learned. Orphanet journal of rare diseases, (19)1BioMed Central, London, Aug 14, 2024. [PUMA: topic_lifescience Diseases FIS_scads Humans, Rare]
Methods Used in the Development of Common Data Models for Health Data: Scoping Review. JMIR medical informatics, (11)JMIR Publications Inc., Aug 3, 2023. [PUMA: topic_lifescience FIS_scads imported]
Synthetic Data Generation in Hematology - Paving the Way for OMOP and FHIR Integration. Studies in health technology and informatics, (316):1472--1476, IOS Press, Amsterdam u. a., Aug 22, 2024. [PUMA: topic_lifescience Acute, Assessment, Care Electronic FIS_scads Health Hematology, Humans, Information Interoperability, Leukemia, Myeloid, Outcome Records,]
Challenges and applications in generative AI for clinical tabular data in physiology. Pflügers Archiv : European journal of physiology, Springer, Berlin u. a., Oct 17, 2024. [PUMA: topic_lifescience FIS_scads imported]
Netrank: network-based approach for biomarker discovery. BMC bioinformatics, (24)1BioMed Central, London, Jul 29, 2023. [PUMA: topic_lifescience Algorithms, Area Biomedical Curve, Disease FIS_scads Gene Humans, Library Progression, Research, Under]
Word-based GWAS harnesses the rich potential of genomic data for E. coli quinolone resistance. Frontiers in microbiology, (14):1276332, Frontiers Media S.A., 2023. [PUMA: topic_lifescience FIS_scads imported]
Diatom adhesive trail proteins acquired by horizontal gene transfer from bacteria serve as primers for marine biofilm formation. New Phytologist, (240)2:770--783, Wiley-Blackwell, Oxford u. a., Aug 7, 2023. [PUMA: topic_lifescience Adhesives/metabolism, Bacteria Biofilms, Diatoms/metabolism, FIS_scads Gene Horizontal, Transfer,]