Biana Institute

BIANA INSTITUTE Conducts a comprehensive complex analysis of biological and biomedical data, and performs research at the frontiers of life sciences.

  • Industry-standard software and hardware
  • Proprietary design concepts and tools
  • Highly experienced scientists
  • Strong track record of success
  • Tight integration with allied disciplines

Science Division

Drug Discovery

  • Machine-Learning (ML)-Based Drug Design
  • Virtual Screening
  • Virtual Compound Libraries Generation
    QSAR Modeling
  • Integrated Drug-Discovery Projects
Publications

Molecular Mechanisms of Diseases

  • Elucidation of Molecular Mechanisms of Infectious Diseases
  • Elucidation of Molecular Mechanisms of Neurodegenerative Diseases
  • Elucidation of Molecular Mechanisms of Cancer
  • Elucidation of Molecular Mechanisms of Rare Diseases
  • Development of ML-based Methods of Diagnostics
Publications

Development of Machine-Learning Methods of Diagnostics Including

  • Selection of Molecular Biomarkers for Diagnostics of Diseases

  • Non-coding RNA-based methods

  • Metabolites based methods

  • Gene-profiles based methods

Publications

TYPICAL DRUG DESIGN PROJECT

The expectations concerning factors such as time, cost, and quality are to be made explicit at the crucial initiation phase of the project. These factors, when combined, form the framework by which eventual project risks and performance can be evaluated. The three factors— time, cost, and quality—are the primary criteria conventionally used to measure project performance.

Regarding the time factor, there are two key needs. Firstly, there is a real need to organize and deliver the project. Secondly, there is also a real need to establish key or milestone dates that must be met if the project is to meet its deadline. Such milestones can initially be set at high or strategic levels regarding the project overall.

As for the cost factor, generally, there is a cost constraint in that there may be limited financial resources allocated to a project. Therefore, it may be necessary to investigate these two key areas. Firstly, evaluating the initial project price forecast is crucial as this is required to develop a meaningful management cost control system. Secondly, identifying the project cost limits, overall initial design, and relevant development cost limits is crucial as the availability of such reliable cost information will enable us to decide whether the project should proceed and, if so, which proposal would facilitate the optimum use of finance.

Regarding the quality factor, a draft quality statement must be in place to set out the anticipated quality plan and quality assurance requirements. Such information will ensure that the relevant standards that can be achieved with the project budget are made known to the client.

Contact us today to start your project.
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BIANA INSTITUTE - Fall-Spring Program

September 6, 2025 - April 25, 2026

BIANA INSTITUTE proudly announce that Prof. Igor Tsigelny, will initiate an educational Fall-Spring Program which will cover a range of topic areas and vary according to the students’ background and interests.

The potential projects would include: molecular modeling and simulation; personalized medicine; metabolomics; molecular mechanisms of diseases including but not limited to cancer, neurodegenerative diseases, psychological disorders, viral diseases; machine learning and AI.

Program Overview
  • Experience with the variety of computational tools for biomedical informatics.
  • Lectures on the number of topics related to the program including but not limited to:
  • Learning about biomedical data analysis
  • Work with experienced faculty
  • Work with a designated Mentor
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