4th National Event

Data-Driven
Approaches in
Health & Medicine.

13 November 2026

Bern, Switzerland

Scroll to explore
Participants in a workshop group at Stiftung Progr, Bits to Breakthroughs 2023

Connecting clinicians and data scientists.

Bits to Breakthroughs brings clinicians, data scientists and other stakeholders together to work on questions at the intersection of health, medicine and data.

The study-a-thon is an intensive, open-science collaboration built around specific research questions, complementary expertise and useful, reproducible outcomes. It is a space to share experience, work through challenges together and find ways forward.

Temporal
Representation

When does disease actually begin? In biomedical data and machine learning, the answer is rarely straightforward. How we represent time can fundamentally shape the questions we ask, the models we build, and the conclusions we draw.
Microscopic view

Sepsis

Conclusions may change depending on whether a model is anchored to T0, T1, or T2.

Data visualization abstract

Surgery

The intervention itself provides a precise timestamp, while the true onset of an infection or complication may be much harder to capture.

Data tables and charts

Oncology

Disease can evolve over months or years, with different timelines emerging from clinical, molecular, and patient perspectives.

Abstract algorithm visualization

Across Domains

Baseline definitions differ between cohorts, clinically meaningful events are often incompletely documented in routine data, and disease trajectories unfold across very different timescales.

Study-a-thon Format

A day for
working together.

The study-a-thon brings different areas of expertise into the same room and gives participants time to work through real research questions together.

Rather than simply presenting work, the format creates space for discussion, practical problem solving and the exchange of experience. The aim is to leave with a clearer understanding of the questions, the challenges and the work that can happen next.

Explore the Programme
A group discussion at Bits to Breakthroughs 2023 Workshop at a flipchart of needs and barriers, Bits to Breakthroughs 2023
Registration

Join us in Bern.

13 November 2026

Bern, Switzerland

Registration is managed through the Swiss Data Science Center (SDSC) platform. Places are limited and allocated on a first-come, first-served basis.

Register
Date

13 November 2026

One day in Bern

Venue

Stiftung Progr

Bern, Switzerland

Format

Study-a-thon

Open-science, cross-disciplinary

Capacity

Limited

Register early to secure a seat.