TE4med

Transposcriptome-based identifier for precision medicine

Started
April 1, 2018
Status
Completed
Share this project

Abstract

‍

‍

People

Collaborators

SDSC Team:
Luis Salamanca

PI | Partners:

description

Problem:

Precision oncology relies on the characterization of molecular signatures of diagnostic and treatment selection value. An algorithm that ensures not only high sensitivity and specificity, but also extreme precision in the identification of tumor subtypes is key and missing.

Proposed approach:

Combine:

  1. Advanced ML techniques.
  2. The power of Transposable Elements as a highdensity barcode for cell identity.
  3. High-throughput sequencing big data. To obtain biomarkers that define specific, sensitive and robust classifiers.

Impact:

  1. Trace the origin of tumors.
  2. Predict their sensitivity to particular treatments.
  3. Monitor therapeutic responses.
  4. Detect relapses as early as possible.
  5. Identify new therapeutic targets.

Gallery

Annexe

Additional resources

Bibliography

Publications

Related Pages

More projects

ALBUM

In Progress
Automated Large-scale Brain Ultrastructure Mapping
Academia

AICADES

In Progress
AI-supported cancer data extraction for population health monitoring and research
Academia

IICU National Data Stream

In Progress
Personalized, data-driven prediction and assessment of infection-related outcomes in Swiss intensive care units (ICUs)
Academia
Public sector

SMARTT

In Progress
Smart sampling for small-angle x-ray scattering Tensor Tomography
Academia

More projects

No results found.
There are no results with this criteria. Try changing your search.
No result

News

Latest news

Quand l’IA soutient l’économie du canton de Vaud, la santé et l’environnement
October 27, 2026

Quand l’IA soutient l’économie du canton de Vaud, la santé et l’environnement

Quand l’IA soutient l’économie du canton de Vaud, la santé et l’environnement

Cinq projets soutenus par le canton de Vaud et réalisés avec le Swiss Data Science Center (SDSC) livrent leurs résultats après un an de
Elevating International Geneva's Impact with AI
October 21, 2026

Elevating International Geneva's Impact with AI

Elevating International Geneva's Impact with AI

Two AI projects have been selected for funding through the 2026 Geneva AI Initiative, run by the EPFL AI Center with the SDSC.
12 Zurich SMEs join next AI Innovation Program
October 15, 2026

12 Zurich SMEs join next AI Innovation Program

12 Zurich SMEs join next AI Innovation Program

Strong results encourage further AI exploration to simplify operations and boost the competitiveness of SMEs in the Canton of Zurich.

Contact us

Would you like to explore how we can work together?

Our team of data scientists and professionals looks forward to engaging in impactful, results-driven collaborations with you.