Maria Poptsova
- Laboratory Head: Faculty of Computer Science / AI and Digital Science Institute / International Laboratory of Bioinformatics
- Associate Professor: Faculty of Computer Science / Big Data and Information Retrieval School
- Programme Academic Supervisor: Data Analysis in Biology and Medicine
- Maria Poptsova has been at HSE University since 2016.
Education and Degrees
Lomonosov Moscow State University
Thesis Title: Transformation of autowaves in local inhomogeneous active media
Lomonosov Moscow State University
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
Continuing education / Professional retraining / Internships / Study abroad experience
1993 Amsterdam University, Netherlands
2005-2009 University of Connecticut, USA
2010-2011 Cornell University, USA
Awards and Accomplishments
Best Teacher — 2021
Best Academic Supervisor in the category ‘Student Digital Skills’ — 2024
Best Academic Supervisor in the category ‘Student Engagement in Inter-Campus and Inter-Faculty Activities’ — 2023–2024
Best Academic Supervisor in the category ‘Student Engagement with External Customers’ — 2023
Best Academic Supervisor in the category ‘Student Recruitment’ — 2023
Courses (2024/2025)
- Machine Learning in Bioinformatics (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Eng
- Past Courses
Courses (2023/2024)
- Bioinformatics of DNA, RNA and Proteins (Minor; Faculty of Computer Science; 1, 2 module)Rus
- Machine Learning in Bioinformatics (Mago-Lego; 1, 2 module)Eng
- Machine Learning in Bioinformatics (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Eng
- Medical Bioinformatics (Minor; Faculty of Computer Science; 3, 4 module)Rus
Courses (2022/2023)
- Bioinformatics (Bachelor’s programme; Faculty of Computer Science; 3 year, 1, 2 module)Rus
- Bioinformatics of DNA, RNA and Proteins (Minor; Faculty of Computer Science; 1, 2 module)Rus
- Machine Learning in Bioinformatics (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Eng
- Medical Bioinformatics (Minor; Faculty of Computer Science; 3, 4 module)Rus
- Research Seminar "Data Analysis in the Natural Sciences" (Bachelor’s programme; Faculty of Computer Science; 4 year, 1-3 module)Eng
Courses (2021/2022)
- Bioinformatics (Bachelor’s programme; Faculty of Computer Science; 3 year, 1, 2 module)Rus
- Modern Methods of Data Analysis (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Eng
- Molecular Evolution (Master’s programme; Faculty of Computer Science; 1 year, 4 module)Rus
Courses (2020/2021)
- Applied Statistics in Bioinformatics (Master’s programme; Faculty of Computer Science; 1 year, 3, 4 module)Eng
- Bioinformatics of DNA, RNA and Proteins (Minor; Faculty of Computer Science; 1, 2 module)Rus
- Medical bioinformatics (Minor; Faculty of Computer Science; 3, 4 module)Rus
- Modern Methods of Data Analysis (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Eng
Supervisor of the following Doctoral theses
- 1K. Cheloshkina Machine leraning based approaches for analysis of cancer genome breakpoints, 2023
- 2Medical data analysis to predict the development of cardiovascular diseases using machine learning methods.
- 3Development of Deep Learning Methods for Prediction of Functional Genomic Elements Using Omics Data
- 4B. D. Arteaga Moreano Protein-based Language Models and Geometric Deep Learning for predicting Protein-Protein Interactions (PPIs).
- 5N. Beknazarov Machine learning methods for predicting and analyzing Z-DNA
Editorial board membership
From Sequencing to Constructing a Cardio Panel: Summer School in Cardiogenetics
From August 19 to 29, the Continuing Professional Development Centre of the HSE Faculty of Computer Science hosted the summer school 'Cardiogenetics: From Sequencing to Constructing a Cardio Panel,' organised in collaboration with the Russian Academy of Sciences' Institute of Analytical Instrumentation (IAI) and Institute of Spectroscopy (ISAN), and the Syntol company. The summer school was conducted within the framework of the Federal Research Programme for Genetic Technologies Development for 2019–2027 (Project 15.IP.21.0004).
Genotek Becomes a Partner of HSE’s Master’s Programme ‘Data Analysis in Biology and Medicine’
In September 2024, employees of Genotek Medical Genetics Centre will act as instructors and supervisors for students’ term papers and master's theses in the ‘Data Analysis in Biology and Medicine’ programme at the HSE Faculty of Computer Science. Genotek’s expertise in Big Data analysis and bioinformatics processing of sequencing data has allowed the revision of the curriculum to include modern data analysis methods in biology and medicine.
Maria Poptsova visited the Chukotka branch of the North-Eastern Federal University. M.K. Ammosov in the city of Anadyr
At the invitation of the Chukotka branch in Anadyr, Maria Poptsova, head of the International Bioinformatics Laboratory of the Institute of Artificial Intelligence and Digital Sciences, Faculty of Computer Science, National Research University Higher School of Economics (Moscow), visited Anadyr.
Russia and Italy have created a project to study the work of genes in brain cancer cells
Russian and Italian scientists have launched a joint project to study how genes function in individual cells of glioma, a form of brain cancer, as well as the microenvironment generated by this tumor.
Russian-Italian Projects in Biomedicine Discussed at HSE University
HSE University hosted an international mini-conference titled 'Search for new ways to develop Russian-Italian cooperation in the field of Biomedicine,' attended by scientists from both countries and HSE Rector Nikita Anisimov.
Round table «Quality of life and personalized medicine» dedicated to the fifth anniversary of the Mirror Laboratories project
Maria Poptsova, Anton Vorobyov gave a report on the AI prognostic system for predicting adverse outcomes in patients with myocardial infarction
Radio Mayak: School program for adults. Technologies. Cardiogenetics: how machine learning saves hearts
We talked about cardiogenetics with the head of the International Bioinformatics Laboratory, Maria Poptsova, on Radio Mayak
On February 15 - 19, the annual student school-conference on bioinformatics ITIS (b) was held at the Voronovo Center
The annual student school-conference “Information technologies and systems. Bioinformatics" ITIS(b), which was attended by more than 100 people from HSE, IITP RAS, Skoltech, Moscow State University, MIPT.
Scientific and practical conference “Tatiana’s Day” - elements of artificial intelligence in modern hematology"
01/25/2024 laboratory staff took part in the scientific and practical conference “Tatiana’s Day” - elements of artificial intelligence in modern hematology"
'We Are on Track towards Personalised Medicine'
The International Laboratory of Bioinformatics of the HSE Faculty of Computer Science and its partners in the Genetics of Cardiovascular Diseases Consortium are working on a new project titled ‘From Sequencing to the Development of a Cardiogenetic Test’ (in Russian). The Head of the International Laboratory of Bioinformatics, Maria Poptsova, talks about the project, the results obtained, and plans for the future.
Maria Poptsova live on Radio Mayak - How gene decoding will allow doctors to predict heart disease
Maria Poptsova, head of the international laboratory of bioinformatics at the Faculty of Computer Science of the National Research University Higher School of Economics, spoke on Radio Mayak in the “Physicists and Lyricists” section. "Developments".
R&D Day with Sber
On December 6, Sber held an R&D day
II International Forum of Genomic and Biomedical Technologies “From Birth to Active Longevity”
On November 30, 2023, the two-day II International Forum of Genomic and Biomedical Technologies “From Birth to Active Longevity” was held at Surgut State University.
HSE University Hosts Fall into ML 2023 Conference on Machine Learning
Over three days, more than 300 conference participants attended workshops, seminars, sections and a poster session. During panel discussions, experts deliberated on the regulation of artificial intelligence (AI) technologies and considered collaborative initiatives between academic institutions and industry to advance AI development through megaprojects.
HSE University and Its Partners Will Create a Portfolio of Cardiodiagnostic Products
The strategic session ‘Development of Cardiodiagnostic Products: From Sequencing to Medical Practice’ was recently held at HSE University. The event focused on identifying the market requirements for technology and products developed in the field of genetic testing for cardiovascular diseases.
Sectional session “Cardiovascular continuum: from ACS to CHF” as part of the anniversary conference on cardiology in Surgut
On September 28-29, the International Laboratory of Bioinformatics of the National Research University Higher School of Economics together with the Scientific and Educational Center of the Medical Institute of the Khanty-Mansiysk Autonomous Okrug - Ugra "Surgut State University" for the purpose of implementing the project "Mirror Laboratories" held a sectional session "Cardiovascular continuum: from ACS to CHF"
Joint Project of Scientists from HSE University and Surgut State University to Help Prevent Recurrent Heart Attacks and Strokes
One of the winning projects of a competition held by HSE University’s Mirror Laboratories last June focuses on the use of machine learning technologies to predict the outcomes of acute coronary syndrome. It is implemented by HSE University’s International Laboratory of Bioinformatics together with the Research and Educational Centre of the Medical Institute at Surgut State University. Maria Poptsova, Head of the International Laboratory of Bioinformatics and Associate Professor at HSE University’s Faculty of Computer Science, talks about how this joint project originated, how it will help patients, and how work to implement it will be organised.
Interdisciplinary forum “Cardiogenetics and bioinformatics: realities 2023”
On September 4-5, the annual Interdisciplinary Forum “Cardiogenetics and Bioinformatics: Realities 2023” was held at the Higher School of Economics.
Data Analysis and Personalised Medicine: Summer School in Cardiogenetics
The Continuing Professional Development Centre of the HSE Faculty of Computer Science has recently hosted the summer school 'Cardiogenetics: From Sequencing to Constructing a Cardio Panel'. The school programme was co-organised by the Russian Academy of Sciences' Institute of Analytical Instrumentation and Institute of Spectroscopy and the Syntol company.
‘Interest in the Application of Machine Learning in Bioinformatics Is Growing by the Year’
On August 28–30, HSE University’s Faculty of Computer Science held the 4th Summer School on Machine Learning in Bioinformatics. This year, 670 people registered for the event, and over 300 visited in person. The programme included lectures and seminars on various spheres of bioinformatics: applied bioinformatics and the bioinformatics of DNA, RNA, and proteins; elementary genomics; modern methods of data analysis and molecular biology. The lectures were complemented by practical tasks aimed at different levels of knowledge.
Russian Researchers Develop Software to Predict the Location of Elements of the Human Genome
Researchers at the HSE Artificial Intelligence Centre have created software for predicting the location of elements of the human genome. The scientists used deep learning methods based on complex data on various human molecular components. The research followed the objectives of the ‘Artificial Intelligence’ federal project of the ‘Digital Economy’ national project.
Results of HSE University’s Mirror Laboratories Contest Announced
This year, HSE University held the Mirror Laboratories project contest for the fourth time. A total of 19 applications were submitted to the contest from 16 HSE University research departments partnered with 16 organisations from 14 Russian regions. Following the contest results, 10 research projects received support.
CARDIOLOGY ON THE MARCH 2023
Annual All-Russian Scientific and Practical Conference and 63rd session of the Federal State Budgetary Institution “NMITSK im. ak. E.I. Chazov" of the Ministry of Health of Russia which was held at the Chazov Center on June 6-8, 2023
Article published in the journal Life Science Alliance
Life Science Alliance published an article "Open Access Z-flipon variants reveal the many roles of Z-DNA and Z-RNA in health and disease"
New gene regulation mechanism discovered
Article published in the International Journal of Molecular Science
Published a chapter in the book Z-DNA
The long-awaited publication of the chapter on DeepZ by M. Poptsova and N. Beknazarov was published in the book "Z-DNA" by Kyeong Kim Kim, Vinod Kumar Subramani
Annual Student Conference School on Bioinformatics Takes Place
On 16–20 February the student conference school Information Technologies and Systems. Bioinformatics took place. More than 100 students from HSE University, Kharkevich Institute for Information Transmission Problems, Skoltech, MSU, MIPT took part in it.
Winning the Competition for Young Scientists' Research Projects on Digital Technology and Digital Transformation
Konstantin Burkin and Alexander Kirdeev, research interns at the International Laboratory of Bioinformatics, won the competition for young scientists' research projects on digital technologies and transformation. For the 2023 year implementation, this project became part of the strategic work "Digital Transformation: Technologies, Impact, Efficiency".
International Conference "Data Analysis, Optimization and their Applications"
On January 30-31, 2023, the Moscow Institute of Physics and Technology hosted the International Conference "Data Analysis, Optimization and their Applications"
Maria Poptsova live on Radio Zvezda
The world around us through the eyes of a scientist
School "Genetics and Epigenetics: Mechanisms, Structure, Function" at the Biology Department of Moscow State University, October 29-30, 2022
The International Laboratory of Bioinformatics participated in the School for young scientists "Genetics and Epigenetics: Mechanisms, Structure, Function" which was held at the Biology Department of Lomonosov Moscow State University from October 29 to 30, 2022.
The results of the International Laboratory of Bioinformatics were reported by Kommersant
There has been a quantum leap in the creation of scientific zoom collaborations around the world.
HSE University Hosts Third Summer School on Machine Learning in Bioinformatics
Between August 23rd and 25th, the HSE Faculty of Computer Science held its annual summer school on machine learning in bioinformatics. After two years of being held online, the school returned to an offline format for this year. Over three days, more than 120 participants attended lectures and seminars by leading experts in the field from institutions such as HSE University, Skoltech, AIRI, MSU, MIPT, Genotek, and Sber Artificial Intelligence Laboratory.
Interdisciplinary forum "Cardiogenetics and Bioinformatics: Realities of 2022"
On September 2, the second event of the consortium "Genetics of Cardiovascular Diseases" — an interdisciplinary forum "Cardiogenetics and Bioinformatics: Realities of 2022" — was held at the Higher School of Economics, which continued the work of the consortium between the organizations that are part of the consortium. The forum was attended by heads and representatives of scientific centers and institutes from Moscow, St. Petersburg, Novosibirsk, Arkhangelsk, Tyumen, and Surgut.
ABZ2022 International Conference: Structure, Function and Genetics of Z-DNA and Z-RNA
On May 25, 2022, an online conference ABZ2022 was held at the Faculty of Computer Science.
Scientists Propose New Way to Fight Cancer
A team of researchers that includes experts from the International Laboratory of Bioinformatics of the Faculty of Computer Science, HSE University has presented a new way to fight melanoma. The scientists discovered that a form of DNA molecule entering cancer cells is able to induce an immune response similar to the body's response to a virus. As a result, the cells that support tumour growth are killed and the patient begins to respond to anti-cancer therapy again. The results of the study have been published in the Nature.
The Nature journal published an article by Alexander Fedorov, Nazar Beknazarov, Alan Herbert, and Maria Poptsova
The article "ADAR1 masks the cancer immunotherapeutic promise of ZBP1-driven necroptosis" by Alexander Fedorov, Nazar Beknazarov, Alan Herbert, and Maria Poptsova was published in Nature on May 25, 2022.
Russian Congress on Clinical Pharmacogenomics, Moscow, February 4-5, 2022
The International Laboratory of Bioinformatics participated in the Russian Congress on Clinical Pharmacogenomics in Moscow on February 4-5, 2022.
Maria Poptsova spoke at the Sber AI Community Conference on January 28, 2022
The AI Community conference, which was held online, was attended by leading international and Russian experts in the field of AI, as well as business representatives.
"I think that it is right to study in different universities"
Mark Garnitsky, a student of the Data Analysis in Biology and Medicine master's programme is studying for one year at Ghent University in Belgium. We asked Mark to tell us about his story at the Faculty of Computer Science, his academic mobility experience and the social life during the pandemic.
The First International Forum of Genomic and Biomedical Technologies "From birth to active longevity" was held on December 2-3, 2021
On December 2, 2021, the First International Forum of Genomic and Biomedical Technologies "From birth to active longevity" was inaugurated at Surgut State University with the participation of the governor of Yugra Natalia Komarova, as well as the director of the District Department of Education and Youth Policy Alexey Drenin. Its organizers are the government of the district, the Ugra Development Fund and Surgut State University.
Genetics of Cardiovascular Diseases Consortium Holds First Event
In early September, the first event of the Genetics of Cardiovascular Diseases consortium - an interdisciplinary forum "Cardiogenetics and Bioinformatics: Realities 2021" - was held at HSE University. The forum marked the start of the consortium after signing an agreement on scientific cooperation between the participating organizations. The forum was attended by heads and representatives of scientific centres and institutes from Moscow, St. Petersburg, Novosibirsk, Arkhangelsk, Tyumen and Surgut.
Summer School on Machine Learning in Bioinformatics Held at HSE University
The second international Summer School on Machine Learning in Bioinformatics took place on August 23–27. This year’s school featured 533 participants from 53 countries.
Genetics of Cardiovascular Diseases Consortium Opens at HSE University
The Genetics of Cardiovascular Diseases Consortium, the first of this kind in Russia, was unveiled at HSE University at Cardiogenetics and Bioinformatics: 2021 Realities, an interdisciplinary forum. The consortium aims to compile a centralized and complete catalogue of the Russian population’s genomic mutations.
The Moscow Conference on Computational Molecular Biology (MCCMB) 07/30/2021 - 08/02/2021
The Moscow Conference on Computational Molecular Biology (MCCMB) took place on 07/30/2021 - 08/02/2021
ABZ 2021 Meeting: A, B and Z: The Structure, Function and Genetics of Z-DNA and Z-RNA
The ABZ 2021 Meeting was held virtually on May 19, 2021, at the Faculty. The first of its kind, this international conference gathered more than 200 scientists from many disciplines to specifically address progress in research involving Z-DNA and Z-RNA.
The HSE Look April Issue
The second issue of 2021 presents interviews about knowledge production and exchange from various angles.
International Laboratory of Bioinformatics Opens at the Faculty of Computer Science
On January 25, 2021, an International Laboratory of Bioinformatics opened at the Faculty of Computer Science. The main goal of the laboratory is to determine the role of alternative DNA structures in the genome.
Round table: «Genetics of Cardiovascular Disease»
On February 2, 2021 an online round table "Genetics of cardiovascular diseases" was held. It was dedicated to the genetics of cardiovascular diseases, the formation of a consortium in this research area and preparations for the signing of an agreement on scientific cooperation.
Maria Poptsova presented at the AI Journey 2020
Maria Poptsova, head of the International Laboratory of Bioinformatics and associate professor of the Big Data and Information Retrieval School, spoke at the AI Journey 2020 conference on artificial intelligence with a presentation “Deep Learning in Genomics”.
HSE Researchers Use Neural Networks to Study DNA
HSE scientists have proposed a way to improve the accuracy of finding Z-DNA, or DNA regions that are twisted to the left instead of to the right. To do this, they used neural networks and a dataset of more than 30,000 experiments conducted by different laboratories around the world. Details of the study are published in Scientific Reports.
Winners of the HSE International Laboratory Proposal Competition Announced
This year’s HSE competition for the creation of international laboratories which considered proposals for the period of January 1, 2021 – December 21, 2023, was conducted from June 15 to December 15, 2020.
Faculty of Computer Science Hosts First School on Machine Learning in Bioinformatics
Laboratory of Bioinformatics organised the first international summer school in bioinformatics. The school was held online on August 24-28.
Podcasts of the program "Physics and Lyrics", radio station "Mayak"
Head of the lab Maria Poptsova - guest on the radio station "Mayak"
HSE Showcases Innovations in Urbanism and Neural Networks at Russia’s Geek Picnic 2020
This year, Russia’s largest science and technology festival, Geek Picnic, was held online for the first time. Despite the new format, the festival programme included all of the event’s usual key features: expert lectures, workshops, competitions, and opportunities to socialize and network with fellow tech and science enthusiasts. HSE University once again served as the festival’s content partner.
GEEK PICNIC 2020
Head of the lab Maria Poptsova give a lecture at Geek Picnic 2020
Third Russian Winter School for Young Scientists and Doctors in Pharmacogenetics and Personalized Therapy
Head of the lab Maria Poptsova - participant and moderator of the round table at the Winter School of Young Scientists and Doctors on Pharmacogenetics and Personalized Therapy
Winter School 2020
Head of the lab Maria Poptsova give a lecture at the Computer Science Winter School for Graduate Students
International Congress "Genetics and Heart"
Head of the laboratory Maria Poptsova - congress co-chair
Lecture hall "University Saturdays at HSE"
Head of the lab Maria Poptsova is a lecturer on University Saturdays
Seminar "Myocardial diseases of predominantly hereditary origin"
Head of the laboratory Maria Poptsova - participant of the seminar
School-conference "Information Technologies and Systems" 2019
Laboratory staff - conference participants
Moscow Conference on Computational Molecular Biology (MCCMB)
Laboratory staff - conference participants
DNA Secondary Structures Lead to Gene Mutations that Increase the Risk of Cancer
Сancer Сells Will Become Vulnerable
"Worldwide Conversation on Women’s Higher Education and Equality in the Workplace"
On November 26, the HSE Faculty of Computer Science held the ‘IT Girls Night’ for the fifth time. This year the event was organized within the University of London’s campaign ‘Worldwide Conversation on Women’s Higher Education and Equality in the Workplace’. This campaign celebrates 150 years since the University of London opened up its ‘Special Examinations for Women’, the first university-level examinations offered for women in the UK. Ten years later, this step led to the University of London becoming the first institution of higher education in the UK to open up full degrees for women.
Results of Competition for Research and Teaching Laboratories Announced
This year, HSE has supported the founding of 10 new Research and Teaching Laboratories (RTLs) in various fields, from cognitive psychology and computer modeling, to international justice and economics of sports.