Infectious diseases, wild immunology, machine learning & causal inference.

Joined November 2008
25 Photos and videos
Simon Babayan retweeted
🎓Big congratulations to Matt Arnold (@Matt_Arnold_Bio) for passing his Viva yesterday! 🎉 📑 Thesis: “Assessing and predicting viral diversity and cross-species transmission at the global and metapopulation scales" 🐳🐋🐬🦠 @SimonAB @DanielStreicker @NardusMollentze
1
1
12
348
Simon Babayan retweeted
8 Nov 2024
Big news: We just released PLM-interact, a tool for predicting protein-protein interactions, showing a 16-28% improvement over previous methods and even predicting mutation effects on interactions. Here’s the story behind this journey. 🧵👇
8 Nov 2024
🚀 Our new preprint is out! We show that protein language models can predict protein-protein interactions by jointly encoding protein pairs, leading to significant improvements in PPI prediction. biorxiv.org/content/10.1101/…
1
11
25
4,349
Simon Babayan retweeted
📢Recruitment Research Assistant, closes 16 Sep lnkd.in/eYacNyvB Research Associate, closes 19 Sep lnkd.in/eKZrRU9q Working with Sofie Spatharis @martllewellyn @SimonAB to develop diagnostic & prediction tools to tackle challenges to aquaculture from the plankton
7
1
680
Simon Babayan retweeted
We are making great progress in enhancing malaria screening tests for large population surveys ~ Malaria screening in large populations requires a method that is both low-cost and highly sensitive so that we can pick up even those infections with very very low parasite densities. This is particularly helpful for elimination of the disease. In this new study led by my colleague, Issa Mshani (@IssaMshani1), we show that using mid-infrared spectroscopy with AI can quickly and accurately detect malaria, even at very low levels and in people with anemia. This method simply involves scanning dried blood spots with a desktop mid-infrared scanner and analysing the spectra using pre-trained AI classifiers, making it readily adaptable to field conditions in low-resource settings. It is a simple, cost-effective approach that could significantly improve malaria detection and help in the fight to eliminate the disease, especially in low-resource areas ~ Mshani et al 2024. Screening of malaria infections in human blood samples with varying parasite densities and anaemic conditions using AI-Powered mid-infrared spectroscopy link.springer.com/article/10… @ifakarahealth, @UofGlasgow, @VectorsGlasgow,@IssaMshani1 @Baldini_Fra @SimonAB @magonji @manuepeter, @DoreenSiria @SophiaMwinyi
5
27
63
3,779
Simon Babayan retweeted
JULIAN ASSANGE IS FREE
2,171
35,870
131,429
5,366,669
Simon Babayan retweeted
18 Jun 2024
Fantastic opportunity for early career academics to join us! @UofGSBOHVM @UofGlasgow
17 Jun 2024
🎉 Announcing our #FuturesFellowships scheme! We’re looking to recruit 10 Futures Fellows who will be hosted within our Schools and woven into the fabric of our four College Futures. Professor Iain McInnes explains more 🌟 Apply - gla.ac/3KEyHbg
6
6
1,040
Simon Babayan retweeted
Now with link: I will have two postdoc positions and a technical post in my new(ish) lab in UCL. One biased to wet experiments with chemoattractant gradients, and one more based on modelling and maths. But both posts encompassing both. Drop me a line! ucl.ac.uk/work-at-ucl/search…
4
48
50
18,203
Simon Babayan retweeted
Reagent-free detection of Plasmodium falciparum malaria infections in field-collected mosquitoes ~ Here, we demonstrate the first field-application of mid-infrared spectroscopy and machine learning to swiftly and accurately detect P. falciparum sporozoites in wild-caught Anopheles funestus, a major Afro-tropical malaria vector, without requiring any laboratory reagents. The technique is fast, scanning 60–100 mosquitoes per hour, and cost-efficient, requiring no biochemical reactions and therefore no reagents. Given its previously proven capability in monitoring key entomological indicators like mosquito age, human blood index, and identities of vector species, we conclude that MIRS-ML could constitute a low-cost multi-functional toolkit for monitoring malaria risk and evaluating interventions. Work led by @manuepeter_ Mwanga et al 2024 nature.com/articles/s41598-0… @ifakarahealth @UofGSBOHVM @Baldini_Fra @SimonAB @IssaMshani1
1
20
58
4,089
We are hiring a lab technician! Join @Baldini_Fra and me if you want to learn how to maintain mosquitoes colonies and do cool infrared spectroscopy experiments. The position is for 3 months, ideally for students finishing their undergrad or master my.corehr.com/pls/uogrecruit…

17
16
2,013
Simon Babayan retweeted
29 Apr 2024
Intrigued by ecoimmunology and have microbiome experience? We have a postdoc position open for our project working on wild house mice - join us to disentangle the contribution of diet, the gut microbiota and the immune system in shaping parasite responses! elxw.fa.em3.oraclecloud.com/…
1
26
34
6,366
Simon Babayan retweeted
What an amazing week of great science and great people Big 🙏 to @Manhica_CISM & @mopiyo2 for hosting the #infraredAI team in Mozambique @ifakarahealth @IrssF @NIRSID1 @UofG_SBOHVM @UofGChem @VectorsGlasgow
13
35
2,129
Simon Babayan retweeted
The first #Immunology News edition of 2024 is out! 🌠 Hear from our members working on a range of areas including the fascinating emerging field of #ecoimmunology & explore recent BSI news, activities & highlights 📰 Read it here 👉bit.ly/4ahEDSd
1
10
25
13,787
Simon Babayan retweeted
25 Mar 2024
Meet the team #4: Tom Morrison's "CONSERVATION IN PRACTICE" 🌍. You'll engage with real-world challenges in biodiversity conservation: management, protected area design, policy, human-wildlife conflict, all viewed through scientific, ethical, socio-economic, and political lenses.
16 Feb 2024
Pasionate about #Conservation? Launching our new Applied Conservation Science MSc @UofGlasgow @UofG_SBOHVM. Embark into a transformative journey where advanced quantitative methods meet practical ecological skills! Info here: gla.ac.uk/postgraduate/taugh… (Photo: @JWEJeglinski)
6
20
1,099
Simon Babayan retweeted
10 Mar 2024
Meet the teaching team #1: @SimonAB 📊 Leading "Fundamentals of Programming and Data Generating Processes," @SimonAB equips students with critical programming skills for data analysis, emphasizing GLMs, machine learning, and spatial modelling.
16 Feb 2024
Pasionate about #Conservation? Launching our new Applied Conservation Science MSc @UofGlasgow @UofG_SBOHVM. Embark into a transformative journey where advanced quantitative methods meet practical ecological skills! Info here: gla.ac.uk/postgraduate/taugh… (Photo: @JWEJeglinski)
8
10
1,700
Simon Babayan retweeted
Interested in the #microscopic world and #genomics?This #PhD project will work with @SimonAB and @cl_faust to use #AI to unlock the hidden world of microbes in nature! This project will reveal how viruses interact with #rodents 🐭& bacteria🦠using unbiased #metagenomics
1
3
2
269
Simon Babayan retweeted
Interested in a #PhD at the intersection of #ecology and #datascience? Lots of diverse rotation projects offer a glimpse at what your research will look like through @UofGlasgow's Leverhulme Programme for Doctoral Training in Ecological Data Science - a 🧵
1
3
2
1,575
Simon Babayan retweeted
16 Feb 2024
Pasionate about #Conservation? Launching our new Applied Conservation Science MSc @UofGlasgow @UofG_SBOHVM. Embark into a transformative journey where advanced quantitative methods meet practical ecological skills! Info here: gla.ac.uk/postgraduate/taugh… (Photo: @JWEJeglinski)
1
31
51
17,421