Skip to content

PODCAST »NACHGEFORSCHT – DIE LIVESCHALTE INS LABOR« Episode 10: Resource Awareness in Biomedical Image Analysis

Dortmund, 21st November 2024

The responsible use of resources is a key issue for health research. Particularly in the field of artificial intelligence (AI), which is already playing a key role in the analysis of medical data, the question of sustainability arises.

The more complex the microscope data, for example, and the more powerful the AI models become, the more resources they tie up - including not only memory, energy and computing power, but also specialist knowledge, for example. Dr Jianxu Chen, head of the junior research group AMBIOM - Analysis of Microscopic BIOMedical Images, wants to tackle this challenge with his research. For example, he and his group are working on new tools and algorithms to compress existing AI models while maintaining comparable prediction accuracy. In the first English episode of »NACHGEFORSCHT - DIE LIVESCHALTE INS LABOR«, Chen talks about his research and how his path from mathematics led him into biomedical research.

Dr. Jianxu Chen and Podcast Host Cheyenne Peters at a table, recording the podcast.

Dr Jianxu Chen (left) tells host Cheyenne Peters about his research.

© ISAS

PODCAST »NACHGEFORSCHT – DIE LIVESCHALTE INS LABOR« Episode 10: Resource Awareness in Biomedical Image Analysis

Share

Further articles

30th April 2025

Humboldt Fellow Prof Dr Xiaowei Xu started at ISAS in March

Prof Dr Xiaowei Xu from the Chinese Guangdong Cardiovascular Institute is researching the clinical application of artificial intelligence (AI) in the context of cardiovascular diseases. For 18 months in total, he will be researching various AI methods for analysing cell images as a Humboldt Fellow at ISAS.

Prof Dr Xiaowei Xu in front of the ISAS city building.
22nd April 2025

Valuable Connections: Dr Mohammad Ibrahim AlWahsh

Dr Mohammad Ibrahim AlWahsh worked as a research assistant at ISAS during his doctorate. He is now Vice Dean of the Faculty of Pharmacy and Assistant Professor of Toxicological Pathology at Al-Zaytoonah University in Jordan. In the Kompakt series ‘Valuable Connections,’ he reports on his time at ISAS and his ongoing network with the institute.

Mohammad Alwahsh.
9th April 2025

Bacteria & Sweets: Schoolgirls Examine their Breath at the Girls’ Day

On Girls' Day 2025, twelve schoolgirls got to know the work of researchers and technical assistants at the institute. They investigated the cause of and fight against inflammation, went on the hunt for bacteria and used ion mobility spectrometry to analyze the aromatic substances of various sweets in their breath.

Luisa Speicher erklärt drei Mädchen den Vortexmischer.
27th March 2025

Valuable Connections: Dr Jianxu Chen

Dr Jianxu Chen leads the junior research group AMBIOM - Analysis of Microscopic BIOMedical Images at ISAS since 2021. He previously worked at the Allen Institute for Cell Science in Seattle, USA. In the ISAS -Kompakt series ‘Valuable Connections’, the computer scientist reports on his move to health research and to Germany.

Portrait von Dr.  Jianxu Chen.
12th March 2025

Two-step Analysis is a Thing of the Past Thanks to Innovative Mass Spectrometry

Fast and accurate mass spectrometric detection of non-polar substances such as cholesterol together with polar substances? And in just one analysis run? This is made possible by a new combination method that unites two ionization sources in one setup.

Daniel Foest steht im Labor und hält ein Papier mit einer Leberprobe, die er am Massenspektrometer untersucht.
26th February 2025

What are you doing at ISAS, Leon?

What do marshmallows and chocolate have to do with cell analysis? Leon is finding out the answer during his school internship at ISAS. For ISAS Kompakt, the 15-year-old talks about what else he is learning during his time at the institute.

Leon hält Marshmallows, Schokolade und die Hardware für sein Projekt zur Bilderkennung.
14th February 2025

Valentines’ Day: Perfect Couples in the Lab

On Valentine's Day, the editors of ISAS Kompakt wanted to know what makes our researchers' hearts beat faster. The examples from the laboratories of the Bioimaging and NMR Metabolomics research groups show that special bonds do not only exist in love, but also in science.

Porträt von Dr. Themistoklis Venianakis.
4th February 2025

Valuable Connections: Adrian Sebuliba

Adrian Sebuliba joined the ISAS junior research group AMBIOM in 2023 as a software engineer. Previously, he worked for a digital commerce platform for the chemical industry in Uganda. In the ISAS Kompakt series ‘Valuable Connections’, he reports on his move into health research, among other things.

Portrait of Adrian Sebuliba.
28th January 2025

A Small But Very Important Step

Susmita Ghosh joined the Biofluorescence research group at ISAS in October 2021. The PhD student has now received the first funding of her career for her pilot project “Dissecting the neutrophil-tumor cell interactome using SILAC-labelling”.

Portrait Susmita Ghosh.