BIOMEDICAL DATA SCIENCE
SUMMER SCHOOL

July 28 to August 5, 2025

Semmelweis University, Budapest, Hungary

IMPORTANT DATES

Early bird registration deadline: May 20, 2025
Final registration deadline: June 30, 2025
Application fee payment deadline: July 4, 2025

KEYNOTE SPEAKERS

Ferenc Krausz

Max Planck Institute of Quantum Optics,
Ludwig Maximilian University of Munich,
Center for Molecular Fingerprinting,
John von Neumann Institute for Data Science, Semmelweis University

Kosmas Kepesidis

Max Planck Institute of Quantum Optics,
Ludwig Maximilian University of Munich,
Center for Molecular Fingerprinting,
John von Neumann Institute for Data Science, Semmelweis University

LECTURERS AND COURSES

FULL PROGAM ⟶

SOCIAL PROGRAMS

BUDAPEST CITY TOUR

Guided tour including a visit to the Matthias Church and Saint Stephen's Hall in the Buda Castle

DAY TRIP TO VISEGRÁD

A day trip to the historic town of Visegrád, combined with a museum visit and cultural activities

AIMS AND GOALS OF THE SUMMER SCHOOL

How can networks help us identify critical relationships in biomedical systems? How can we uncover hidden connections between genes and predict disease pathways? How can visualizing medical data improve diagnostics and treatment outcomes? How can machine learning and deep learning models transform the analysis of complex medical data?

If you're eager to explore these questions, join us at the Biomedical Data Science Summer School! This program equips participants with the theoretical foundation and practical skills to apply network science, data visualization, and machine learning to real-world biomedical challenges.

The curriculum focuses on four key areas:

Biomedical Network Science
Learn how networks can model relationships between genes, proteins, diseases, and patient data to uncover patterns and predict interactions.
Medical Data Visualization
Explore practical methods for creating clear, interactive visualizations of complex medical datasets, improving interpretability and decision-making.
Machine Learning on Tabular Medical Data
Apply machine learning techniques to structured datasets, such as electronic health records, to predict outcomes and identify risk factors.
Deep Learning on Unstructured Medical Data
Gain hands-on experience with deep learning models to analyze unstructured data, including medical images, text, and genomic sequences.

GROUP PROJECTS

Participants will work in teams on data-driven projects, applying what they learn in the courses. Mentors will provide guidance, and teams will present their results to an expert jury at the end of the program. Dedicated time is set aside for project work and presentations, ensuring a practical and engaging learning experience.

CREDITS INFO

Participants who successfully complete the summer school will be awarded 4 ECTS. A certificate of completion will be provided by Semmelweis University, which can facilitate credit transfer to your home institution.

PREREQUISITES

Participants are expected to have a good command of both spoken and written English.
They should be comfortable programming in Python, as the language will be used throughout the course.
For those who are not familiar with Python, it is highly recommended that they watch online tutorial videos or complete an introductory online course before attending.
Basic knowledge of mathematics and statistics is also beneficial. If you feel like you need a refresher, we recommend this video.

REGISTRATION INFO

TUITION FEES

Early bird: 850 EUR (deadline: May 20, 2025)
Standard: 950 EUR (deadline: June 30, 2025)

SUMMER SCHOOL & CONFERENCE BUNDLE

Early bird: 1,100 EUR
Standard: 1,250 EUR

FEE INCLUDES:

Application fee for courses and course material
Coffee breaks and daily lunch
Exciting social activities
Certificate of attendance

FEE DOES NOT INCLUDE:

Travel expenses
Accommodation costs
Meals (except lunch)
Insurance and personal expenses
Extra activities (not included in the program)

HOW TO APPLY

Ready to take part in the Biomedical Data Science Summer School? Register now using the button below!

As part of the registration process, applicants are required to upload their CVs. This helps us understand your background, skills, and interests so we can tailor the course content to better match the experience levels of our participants.

Click the button below to start your application — we look forward to having you on board!

If you wish to finance your participation in our event(s) through your university, department, or a European Union grant, and require an official confirmation, please indicate this in the "Additional Information" section at the bottom of the registration form.

PAYMENT INFORMATION

INVOICE

The university will issue an invoice for each participant who has paid the required fee. Therefore, please ensure that you complete the billing section on the registration form. Kindly verify that the provided information is accurate: if the invoice is issued in your name, enter your personal details; if it is issued to your institution, provide the institution’s details.

PAYMENT TRANSFER DETAILS

When transferring the conference participation fee, please ensure that the correct amount is paid according to your registration. If you have opted for the gala dinner, its fee must also be included in the transferred amount (the summer school + conference bundle ticket already includes the price of the gala dinner).

Additionally, please pay special attention to how bank fees are deducted. If your bank deducts transaction fees from the transferred amount, resulting in a lower sum being received by the organizing institution, the missing amount will need to be settled through an additional transfer.

BENEFICIARY DETAILS

Name: Semmelweis University

Address: 1085 Budapest, Üllői út 26, Hungary

Account Number: 11763842-00880888

IBAN EUR: HU51117638420088088800000000

SWIFT (BIC) Code: OTPVHUHB

BANK DETAILS

Name: OTP Bank Nyrt.

Address: 1051 Budapest, Nádor utca 16, Hungary

PAYMENT REFERENCE

The payment reference must include the following code:

"BIOMED DATA2025 registration fee for XY"

(XY should be replaced with the participant’s name.)

ELECTRONIC INVOICE

Semmelweis University will issue an electronic invoice and send it to your billing email address. If you have any questions, please do not hesitate to contact us.

STAY FOR THE CONFERENCE

Our summer course can be further enriched by a three-day professional conference organized by our institute immediately following the Summer School. This conference also provides an excellent opportunity for participants to present their own research, either through oral presentations or poster sessions.

The conference will feature dedicated sessions for student presentations related to the topics covered in the Summer School, fostering a deeper understanding of the subject matter, promoting professional discussions, and encouraging networking.

Participants will have the opportunity to learn about other researchers’ work, discuss challenges in their own projects, and establish new collaborations with professionals who share similar research interests.

CONFERENCE ⟶

HOST AND VENUE

The 1st Biomedical Data Science Summer School & Conference (BIOMED-DATA 25) takes place in Budapest, Hungary, at Semmelweis University.

BUDAPEST

Budapest, the vibrant capital of Hungary, is renowned for its stunning architecture, historic thermal baths, and rich cultural heritage.

Straddling the Danube River, the city offers a unique blend of history, science, and innovation, making it an inspiring setting for academic exchange.

SEMMELWEIS UNIVERSITY

Semmelweis University is a leading institution of higher education in Hungary and Central Europe, specializing in medicine and health sciences.

With a 250-year tradition, the university is dedicated to excellence in education, research, and healthcare, making it an internationally recognized center of knowledge. As a specialist university, it holds a unique position in Hungary, driving advancements in biomedical research and innovation.