Iris Lieder Email & Phone Number

Utilizing deep learning techniques in Natural Language Processing (NLP) to assign ICD-10 and CPT codes to medical documents.

Object detection and segmentation of marine creatures. The project involved the tasks of ‘online’ monitoring, estimation and predictive maintenance data extracted from specialized underwater cameras.

Israel

Designed and built predictive models to forecast financial asset movements using macro-economic indicators, market prices, and sentiment data.

Netanya Area, Israel

Developed FDA-approved predictive models for anticipating ICU patient deteriorations.Collaborated with large hostpicals to research, develop and deploy cutting edge time-serie models for yielding real-time predictions.

Researcher. Developing machine-learning diagnostic assay to distinguish between malignant and benign thyroid tumors

Designed and developed a web-based gene set analysis tool that enables researchers to identify tissues and cell types based on their gene sets (https://geneanalytics.genecards.org/).Implemented statistical analysis pipeline, developed algorithms and incorporated data from multiple sources into GeneCards Suite® Knowledgebase.

Transforming lectin microarray expression levels into glycoprotein glycosylation profiles using advanced statistical learning methods.

M.Sc. In Computer Science And Computational Biology

B.Sc. In Computer Science And Computational Biology