Keywords:
- Cancer Genomics
- Cytokine stormExplainable AIHealthcare predictive analysisMachine learning for diagnosis
- deep learning
- Domain Knowledge Integration
- evaluation
- Explainable AI
- Graph Neural Networks
- Large Language Models
- Multi-omics Data
- Prompting
- Sparse Neural Networks
- Tropical diseaseTropical medicineTravel
Publications of Oskar Wysocki sorted by journal and type
Artificial Intelligence
| Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making, , , , , , and , in: Artificial Intelligence, 2022 |
BMC Bioinformatics
| A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data, , , , and , in: BMC Bioinformatics, 24(198), 2023 |
[DOI] |
BMJ Open
| Biomarker identification using dynamic time warping analysis: a longitudinal cohort study of COVID-19 patients in a UK tertiary hospital, , , , , and , in: BMJ Open, 2022 |
Clinical Cancer Informatics
| Establishment of CORONET, COVID-19 Risk in Oncology Evaluation Tool, to Identify Cancer Patients at Low Versus High Risk of Severe Complications of COVID-19 Infection Upon Presentation to Hospital, , , and , in: Clinical Cancer Informatics, 2022 |
Computational Linguistics
| Transformers and the representation of biomedical background knowledge, , , , , and , in: Computational Linguistics, 2022 |
ESMO Open
| Longitudinal characterisation of haematological and biochemical parameters in cancer patients prior to and during COVID-19 reveals features associated with outcome, , , and , in: ESMO Open, 2021 |
Journal of Biomedical Informatics
| Meta-analysis informed machine learning: Supporting cytokine storm detection during CAR-T cell Therapy, , , , , , , , , and , in: Journal of Biomedical Informatics, 142, 2023 |
[DOI] |
Journal of Clinical Virology
| Wave comparisons of clinical characteristics and outcomes of COVID-19 admissions - Exploring the impact of treatment and strain dynamics, , , , , , and , in: Journal of Clinical Virology, 2022 |
Travel Medicine and Infectious Disease
| Epidemiological and clinical analysis of polish short-term and long-term travelers returning from tropical countries, , and , in: Travel Medicine and Infectious Disease, 55, 2023 |
[DOI] |
EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems (2021)
| What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP, , , and , in: EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021 |