Machine Learning and AI in Enhancing Image Analysis of 3D Samples

Machine Learning and AI in Enhancing Image Analysis of 3D Samples

In this episode, we examine how machine learning and artificial intelligence (AI) are becoming essential tools for improving image analysis of 3D samples. These technologies are reshaping research workflows by making analysis faster and more insightful. We speak with Professor Jens Christian Schwamborn, Professor of Cellular and Developmental Biology at the University of Luxembourg, and Professor Christophe Deben, Professor of Tumour Biology and Organoids at the University of Antwerp. They share their perspectives on the current challenges in 3D sample analysis and how AI is helping to solve them - reducing processing time and revealing previously inaccessible information. We'll look at the key reasons behind AI’s growing use in 3D image analysis, identify the limitations of existing imaging technologies, and explore how AI is evolving to handle increasingly complex data. We'll also discuss how the availability of large datasets is accelerating this shift and what breakthroughs AI could enable in the near future.

Episoder(8)

Plasmids: Tackling Supply Chain and Manufacturing Challenges

Plasmids: Tackling Supply Chain and Manufacturing Challenges

This episode, 'Plasmids: Tackling Supply Chain and Manufacturing Challenges,' explores the critical supply chain and manufacturing hurdles impacting the life science industry, especially in gene thera...

10 Jun 202525min

ranslating Promising Drug Candidates from Preclinical Screening to Clinical Trials

ranslating Promising Drug Candidates from Preclinical Screening to Clinical Trials

This episode, 'Translating Promising Drug Candidates from Preclinical Screening to Clinical Trials,' will explore the challenges and successes of moving promising drug candidates from preclinical scre...

10 Jun 202515min

Overcoming obstacles in personalised medicine

Overcoming obstacles in personalised medicine

In this episode, we explore the key challenges hindering the widespread adoption of personalised medicine and discuss how overcoming these barriers could transform the future of healthcare. Featuring ...

10 Des 202433min

Leveraging “omics” for novel microbiome drug concepts

Leveraging “omics” for novel microbiome drug concepts

In this episode, we will discuss how can we leverage microbiomics to translate gut microbiome findings into new therapeutic options

29 Okt 202416min

Highlights Of The AAPS 2024 Summer Scientific Forum

Highlights Of The AAPS 2024 Summer Scientific Forum

In this episode, we discuss the history of the AAPS Summer Scientific Forum, highlights from the 2024 event, and its goals for the future.

14 Okt 202417min

Scaling genetic medicine with tRNA

Scaling genetic medicine with tRNA

In this episode, we will discuss the unique biology of tRNA and how it can be leveraged to scale the development of genetic medicines.  This conversation features Michelle Werner, CEO of Alltrna and ...

17 Sep 202414min

Combatting disease with antibody drug conjugates

Combatting disease with antibody drug conjugates

In this podcast episode, we will be investigating the key considerations in selecting an antibody for use in antibody drug conjugates (ADCs). Also, we will be discussing the preclinical models used to...

19 Aug 202430min

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