We have comparable results to DNA-BERT2 (with less pre-training). Our SNP-aware model is better than when we only use the reference genome. Please easily SNPify your data with our code and tell us about better benchmarks to show the power of being SNP-aware!
22.07.2025 23:24 β π 1 π 0 π¬ 0 π 0
BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects
Large language models (LLMs) trained on text demonstrated remarkable results on natural language processing (NLP) tasks. These models have been adapted to decipher the language of DNA, where sequences...
So here are the results of 2 years of hard work:
BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects
It's a simple concept: encode DNA variants in your pre-training and get better fine-tunning results.
Paper: www.arxiv.org/abs/2507.05265
Code: github.com/BiomedSciAI/...
22.07.2025 23:24 β π 0 π 0 π¬ 1 π 0
ISMB/ECCB 2025:
Join us for the DREAM Challenges session on Monday, 21 July, 14:00 Explore community-driven benchmarking for Foundation Modelsβrun a live experiment for LLMs.
@bowang87.bsky.social @anshulkundaje.bsky.social @cziscience.bsky.social @mariabrbic.bsky.social @juliosaezrod.bsky.social
20.07.2025 16:14 β π 4 π 3 π¬ 1 π 0
Our paper on SNP-aware DNA foundation model is out!
09.07.2025 14:59 β π 0 π 0 π¬ 0 π 0
Dandala, Danziger, Barkan, Biswas, Gurev, Hu, Madgwick, Koseki, Kozlovski, Rosen-Zvi, Shimoni, Tsou: BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models https://arxiv.org/abs/2506.14861 https://arxiv.org/pdf/2506.14861 https://arxiv.org/html/2506.14861
19.06.2025 07:15 β π 0 π 3 π¬ 0 π 0
Hum!
14.06.2025 17:44 β π 0 π 0 π¬ 0 π 0
Le hubieran dado el avion del bienestar!
22.05.2025 12:27 β π 0 π 0 π¬ 0 π 0
See you in Liverpool!
15.05.2025 14:59 β π 0 π 0 π¬ 0 π 0
DREAM Olfactory Mixtures Prediction Challenge 2025
'DREAM Olfactory Mixtures Prediction Challenge 2025' (Synapse ID: syn64743570) is a project on Synapse. Synapse is a platform for supporting scientific collaborations centered around shared biomed...
With a contemporary smartphone, capturing, transmitting, and replicating sounds and visuals is a breeze, yet replicating scents remains elusive. If you want to change this, consider joining the 2025 DREAM Olfaction Challenge at www.synapse.org/Synapse:syn6....
@oldbap.bsky.social
07.05.2025 23:38 β π 8 π 5 π¬ 1 π 2
A very important from our group #compchemsky #aiforscience #quantumchemistry
El Agente calculates complex quantum chemistry calculations from natural language!
Please re-share with your network.
@thematterlab.bsky.social @uoft.bsky.social #nvidia
06.05.2025 14:20 β π 30 π 10 π¬ 0 π 0
As promised, a 'skeet' -orial on our paper published last week !
14.04.2025 13:05 β π 29 π 10 π¬ 1 π 0
I.B.M.
Inshaβllah, βBukra,β & βMaβlesh, a typical Egyptian expression which roughly translate, respectively, as βGod willing,β βtomorrowβ and βno matterβ. The ancient and poetic version of procrastinating.
16.04.2025 00:10 β π 1 π 0 π¬ 0 π 0
Sign up for our latest challenge: www.synapse.org/Synapse:syn6...
10.04.2025 12:56 β π 0 π 1 π¬ 0 π 0
All the truth lies in unsent emails!
28.03.2025 22:46 β π 0 π 0 π¬ 0 π 0
ζ°εΉ΄εΏ«δΉοΌ
29.01.2025 01:23 β π 0 π 0 π¬ 0 π 0
L'OUvroir de LIttΓ©rature POtentielle
a la tristesse de vous annoncer
que lβoulipien
Jacques Roubaud
est dΓ©sormais
excusΓ©
Γ ses rΓ©unions
pour cause de décès
05.12.2024 14:16 β π 81 π 41 π¬ 4 π 5
24.11.2024 21:18 β π 0 π 0 π¬ 0 π 0
05.10.2023 02:39 β π 0 π 0 π¬ 0 π 0
Russian troops on Mexican Independence Dayβ¦
17.09.2023 14:24 β π 0 π 0 π¬ 0 π 0
Great lineup of speakers
09.09.2023 17:53 β π 0 π 0 π¬ 0 π 0
Come to #RSGDREAM in LA www.iscb.org/rsgdream2023...
09.09.2023 17:52 β π 6 π 2 π¬ 1 π 0
A card reads: βMexicoβs Supreme Court Decriminalizes Abortion Nationwide. The decision builds on an earlier high court ruling and effectively makes abortion legally accessible in all of the countryβs 32 states, up from just 12 states."
Mexico decriminalized abortion nationwide, in a decision that shows how Latin American countries are expanding reproductive rights. nyti.ms/3PsdsMW
06.09.2023 23:11 β π 293 π 61 π¬ 4 π 14
Computational biologist interested in deciphering the genomic regulatory code at vib.ai
Research scientist at @GoogleDeepMind passionate about AI, genomics and biology.
Account of the Saez-Rodriguez lab at EMBL-EBI and Heidelberg University. We integrate #omics data with mechanistic molecular knowledge into #opensource #ML methods
Website: https://saezlab.org/
GitHub: https://github.com/saezlab/
Prof of Computer Science and Life Sciences @ EPFL Previously @ Stanford
MLπ€+Bio𧬠https://brbiclab.epfl.ch/
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I am the Genomics Daily bot! Every day I write a post about a recent genomics 𧬠paper, and share a link to my daily summary. π
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Journalist, lawyer, NYT-bestselling Trump and Musk biographer, songwriter (Hounds), former CNN and BBC analyst, poet, retired journalism professor.
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Husband, Father and grandfather, Datahound, Dog lover, Fan of Celtic music, Former NIGMS director, Former EiC of Science magazine, Stand Up for Science advisor, Pittsburgh, PA
NIH Dashboard: https://jeremymberg.github.io/jeremyberg.github.io/index.html
We study the structural basis of sensory transduction, and bugs. Harvard Medical School and HHMI
biophysicist @ucsdbiosciences @hhminews, cell exploration, molecular anthropology
At the Stowers Institute, great minds are at work seeking to understand the function & behavior of living organisms, paving the way for future medical advances.
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