Edward Vitkin PhD
Senior Member, National Academy of Inventors
> Research_Areas
Physiological Data Processing
Analyzing wearable signals and inflammatory biomarkers with AI to predict immune system activity and enable early clinical intervention at Sensifai Health.
Medical Informatics
Healthcare data analytics, patient diagnosis prediction, and clinical decision support.
Synthetic & Systems Biology
Metabolic network reconstruction, biological circuit design, macroalgal bioconversion, and sustainable energy systems.
AI, Deep Learning & ML
Artificial Intelligence and neural networks for clinical prediction, diagnostic models, and bioprocess optimization.
Molecular Diagnostics & E-biopsy
Developing minimally invasive molecular sampling tools for solid tissue diagnostics, molecular profiling, and tumor margin detection.
> Selected_Publications
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106
MIRAGE: A functional genomics-based approach for metabolic network model reconstruction 2012PDF
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72
Macroalgae Biorefinery from Kappaphycus alvarezii: Conversion Modeling and Performance Prediction 2017
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64
Proposed design of distributed macroalgal biorefineries: thermodynamics, bioconversion technology 2014
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47
Predicting diagnosis of a patient 2015
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21
Energy efficient dewatering of microalgae with electro-flocculation 2020
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20
BioLEGO: a web-based tool for biological design 2015
All_Publications
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2026
1. Ulvan long-term biostimulant effects on Arabidopsis thaliana seed treatment via medium supplementationPDF
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2026
2. Spatial lipidomic profiling of cutaneous melanoma using electroporation‐based biopsy reveals subtype‐specific metabolic alterations
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2025
3. High-Throughput Metabolomic Profiling of Skin Lesions: Comparative Study of Cutaneous Squamous Cell Carcinoma, Basal Cell Carcinoma, and Normal Skin Via e-Biopsy SamplingPDF
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2024
4. Differential expression analysis of binary appearance patterns
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2024
5. High‐throughput lipidomic profiles sampled with electroporation‐based biopsy differentiate healthy skin, cutaneous squamous cell carcinoma, and basal cell carcinoma
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2024
6. Deciphering dermatological distinctions: Cornulin as a discriminant biomarker between basal cell carcinoma and squamous cell carcinoma detected through e‐biopsy and machine …PDF
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2024
7. Differential Expression Analysis of Cutaneous Squamous Cell Carcinoma and Basal Cell Carcinoma Proteomic Profiles Sampled with Electroporation-Based Biopsy
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2024
8. Electroporation-Based Biopsy Treatment Planning with Numerical Models and Tissue Phantoms
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2024
9. Treating scars after burns with pulsed electric fields in the rat model
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2024
10. Comparison of lipidomic profiles sampled with electroporation-based biopsy from healthy skin, squamous cell carcinoma, and basal cell carcinoma.PDF
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2024
11. 200 (PB188): Cornulin, detected through electroporation based molecular sampling, discriminates between human basal cell carcinoma and squamous cell carcinoma
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2024
12. High-throughput metabolome comparison of cutaneous squamous cell carcinoma, basal cell carcinoma, and healthy skin with e-biopsy sampling.PDF
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2024
13. Proteome Expression Signatures: Differences between Orbital and Subcutaneous Abdominal Adipose Tissues
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2023
14. Hydrothermal liquefaction of representative to Israel food waste model
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2023
15. Exploring multisite heterogeneity of human basal cell carcinoma proteome and transcriptome
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2023
16. Time-series data uncertainty reduction
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2022
17. Electroporation-based proteome sampling ex vivo enables the detection of brain melanoma protein signatures in a location proximate to visible tumor marginsPDF
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2022
18. Nondestructive protein sampling with electroporation facilitates profiling of spatial differential protein expression in breast tumors in vivoPDF
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2022
19. Proteome sampling with e-biopsy enables differentiation between cutaneous squamous cell carcinoma and basal cell carcinomaPDF
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2020
20. Saving energy on meat air convection drying with pulsed electric field coupled to mechanical press water removal
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2020
21. Energy efficient dewatering of far offshore grown green macroalgae Ulva sp. biomass with pulsed electric fields and mechanical press
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2020
22. Distributed flux balance analysis simulations of serial biomass fermentation by two organismsPDF
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2020
23. Iterative semi-automatic keyword auto-suggestion method for constructing word and text labeling
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2019
24. A laboratory IGBT-based high-voltage pulsed electric field generator for effective water diffusivity enhancement in chicken meat
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2019
25. Generation of adherence-improvement programs
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2019
26. 280-OR: Machine Learning to Predict Hypoglycemic Events from Continuous Glucose Monitoring Data
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2018
27. Design and analysis of offshore macroalgae biorefineries
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2018
28. Genome-wide analysis of fitness data and its application to improve metabolic modelsPDF
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2018
29. Computational Aspects of Metabolic Processes: Modeling, Analysis and Applications
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2017
30. Macroalgae Biorefinery from Kappaphycus alvarezii: Conversion Modeling and Performance Prediction for India and Philippines as Examples
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2016
31. Thermochemical hydrolysis of macroalgae Ulva for biorefinery: Taguchi robust design methodPDF
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2016
32. Preprocessing Heterogeneously-Structured Electronic Documents for Data Warehousing
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2016
33. Systems and methods for network transmission of medical images
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2015
34. Predicting diagnosis of a patient
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2015
35. BioLEGO—a web-based application for biorefinery design and evaluation of serial biomass fermentation
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2015
36. Seaweed biorefineries: exergy efficiency, fermentation and sustainability implications; example of potential production of bioethanol from Kappaphycus alvarezzi in Philippines
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2015
37. Informatics to support high-throughput research in steroid metabolomics
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2015
38. Peer Group Normalization and Urine to Blood Context in Steroid Metabolomics: the Case of CAH and Obesity
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2014
39. Proposed design of distributed macroalgal biorefineries: thermodynamics, bioconversion technology, and sustainability implications for developing economies
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2014
40. Peer group normalization and urine to blood context in steroid metabolomics: The case of CAH and obesity
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2014
41. Visual comparison of data clusters
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2013
42. Modeling and Analysis
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2012
43. MIRAGE: a functional genomics-based approach for metabolic network model reconstruction and its application to cyanobacteria networksPDF
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2012
44. Bringing research to the point of care: Hypergenes project study
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2011
45. Load Estimation in User-Based Environments
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2011
46. BioMIMS – SOA Platform for Research of Rare Hereditary Diseases
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2011
47. Functional genomics based approach for reconstruction of genome scale metabolic network models
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2010
48. MEDAL: measuring of emergency departments' adaptive load.
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2010
49. Neural Networks Application on Emergency Department Load Measurement
> In_The_News
A Remarkable Achievement: 10 TAU Researchers Named Senior Members of the U.S. National Academy of Inventors
Tel Aviv University celebrates an exceptional milestone: ten of its researchers, including Dr. Edward Vitkin, have been selected as Senior Members of the United States National Academy of Inventors (NAI) for 2026.
10 ученых Тель-Авивского университета избраны в престижную академию изобретателей США
Vesty (Ynet's Russian edition) feature highlighting the election of ten leading Tel Aviv University researchers, including Dr. Edward Vitkin, to the prestigious U.S. National Academy of Inventors.
10 חוקרים מאוניברסיטת תל אביב נבחרו לאקדמיה הלאומית לממציאים של ארה"ב
Ten researchers from Tel Aviv University, including Dr. Edward Vitkin, were elected as Senior Members of the National Academy of Inventors (NAI) in the United States, recognizing their significant contributions to innovation, patents, and scientific advancement.
NAI Welcomes Newest Class of Senior Members
The National Academy of Inventors (NAI) officially announces the 2026 class of Senior Members, introducing 230 emerging inventors from Member Institutions globally, including Dr. Edward Vitkin.