Arcas (@arcas_ai) 's Twitter Profile
Arcas

@arcas_ai

#AI based drug development for #Cancer supported by @helmholtz, @BIH_innovations and @MDC_Berlin

ID: 1361681183474667520

linkhttps://arcas.ai calendar_today16-02-2021 14:18:37

124 Tweet

127 Takipรงi

105 Takip Edilen

Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

Try ๐•๐จ๐ฅ๐ญ๐‘๐จ๐ง ๐Ÿค–-> our spatial multi-omics package now has more interactivity - Analyze molecular resolution data - integrate pathology images with spatial transcriptome - investigate tissue niches with interactively Kudos to Artรผr Manukyan tutorials: bioinformatics.mdc-berlin.de/VoltRon/

Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

๐•๐จ๐ฅ๐ญ๐‘๐จ๐ง can now work with many spatial omics technologies including: ๐Ž๐ฉ๐ž๐ง๐’๐“, Visium & Xenium (10x Genomics ), GeoMx & CosMx (@nanostringtech ), STOmics (@mgi_technology), GenePS, PhenoCycler (Akoya Biosciences), DBIT-Seq & more. See how here: bioinformatics.mdc-berlin.de/VoltRon/importโ€ฆ

๐•๐จ๐ฅ๐ญ๐‘๐จ๐ง can now work with many spatial omics technologies including:
๐Ž๐ฉ๐ž๐ง๐’๐“, 
Visium &amp; Xenium (<a href="/10xGenomics/">10x Genomics</a> ), 
GeoMx &amp; CosMx (@nanostringtech ), 
STOmics (@mgi_technology), 
GenePS, 
PhenoCycler (<a href="/AkoyaBio/">Akoya Biosciences</a>), 
DBIT-Seq &amp; more. See how here: bioinformatics.mdc-berlin.de/VoltRon/importโ€ฆ
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

There are 300+ anticancer drugs, many work on and are approved only for certain types of cancer. ๐Ÿš€ onconaut.ai is the platform for navigating the complex landscape of personalized cancer therapies. Given a patient profile, the platform can currently: - match

Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

Technology Feature in nature: ChatGPT for science: how to talk to your data nature.com/articles/d4158โ€ฆ 1/n Examples in the thread

Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

How does AI tackle complex medical cases? ๐Ÿฅ We tested a persistent cough case in a 75-year-old woman. ๐Ÿค” Can AI match up to the actual diagnosis? Discover the surprising results and insights! ๐ŸŒŸ Thread ๐Ÿงต๐Ÿ‘‡

How does AI tackle complex medical cases? ๐Ÿฅ We tested a persistent cough case in a 75-year-old woman. ๐Ÿค” Can AI match up to the actual diagnosis? Discover the surprising results and insights! ๐ŸŒŸ

Thread ๐Ÿงต๐Ÿ‘‡
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

๐Ÿš‘ 1/6: Emergency Care Overload Emergency departments see millions of visits annually in the US alone, but did you know up to 35% of these are unnecessary? Thatโ€™s $20 billion in avoidable costs! The healthcare system is overwhelmed, and patients are caught in the middle.

๐Ÿš‘ 1/6: Emergency Care Overload
Emergency departments see millions of visits annually in the US alone, but did you know up to 35% of these are unnecessary? Thatโ€™s $20 billion in avoidable costs! The healthcare system is overwhelmed, and patients are caught in the middle.
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

๐—”๐—œ ๐˜ƒ๐˜€ ๐—ฝ๐—ฒ๐˜ ๐˜€๐˜†๐—บ๐—ฝ๐˜๐—ผ๐—บ๐˜€: ย We tested our AI-driven symptom checker on dogs, and it workedโ€”surprisingly well. However, the surprise didnโ€™t last long once we realized, that even though the platform was intended for human conditions it could still draw from a vast pool of

๐—”๐—œ ๐˜ƒ๐˜€ ๐—ฝ๐—ฒ๐˜ ๐˜€๐˜†๐—บ๐—ฝ๐˜๐—ผ๐—บ๐˜€: ย We tested our AI-driven symptom checker on dogs, and it workedโ€”surprisingly well. However, the surprise didnโ€™t last long once we realized, that even though the platform was intended for human conditions it could still draw from a vast pool of
Front Line Genomics (@flgenomics) 's Twitter Profile Photo

We're kicking off this week with some #singlecell track highlights from the upcoming #foglive event! (hubs.la/Q02PXCP90) First up is Altuna Akalin from Max Delbrรผck Center, presenting an #AI toolkit for #drugdiscovery that is working to save cost and time in the lengthy process

We're kicking off this week with some #singlecell track highlights from the upcoming #foglive event! (hubs.la/Q02PXCP90) First up is <a href="/AltunaAkalin/">Altuna Akalin</a> from <a href="/MDC_Berlin/">Max Delbrรผck Center</a>, presenting an #AI toolkit for #drugdiscovery that is working to save cost and time in the lengthy process
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

๐—ฐ๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฟ ๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—บ๐—ฎ๐˜๐—ฐ๐—ต๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐—ต๐—ฒ๐—น๐—ฝ ๐—ผ๐—ณ ๐—Ÿ๐—Ÿ๐— ๐˜€ 1/This paper presents an innovative method to enhance oncology trial matching by leveraging large language models (LLMs) to extract and organize genomic biomarkers from clinical trial documentation. 2/

๐—ฐ๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฟ ๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—บ๐—ฎ๐˜๐—ฐ๐—ต๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐—ต๐—ฒ๐—น๐—ฝ ๐—ผ๐—ณ ๐—Ÿ๐—Ÿ๐— ๐˜€
1/This paper presents an innovative method to enhance oncology trial matching by leveraging large language models (LLMs) to extract and organize genomic biomarkers from clinical trial documentation.

2/
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

๐—–๐—ฎ๐—ป ๐—”๐—œ ๐—ฑ๐—ฒ๐˜๐—ฒ๐—ฟ๐—บ๐—ถ๐—ป๐—ฒ ๐˜„๐—ต๐—ฒ๐—ป ๐—ฎ ๐—ฝ๐—ฎ๐˜๐—ถ๐—ฒ๐—ป๐˜ ๐˜€๐—ต๐—ผ๐˜‚๐—น๐—ฑ ๐˜ƒ๐—ถ๐˜€๐—ถ๐˜ ๐˜๐—ต๐—ฒ ๐—˜๐—ฅ ๐—ผ๐—ฟ ๐˜€๐—ฒ๐—ฒ ๐—ฎ ๐—ฆ๐—ฝ๐—ฒ๐—ฐ๐—ถ๐—ฎ๐—น๐—ถ๐˜€๐˜? ๐—ช๐—ต๐—ฎ๐˜ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ฑ๐—ถ๐—ฎ๐—ด๐—ป๐—ผ๐˜€๐—ถ๐—ป๐—ด ๐—ฑ๐—ถ๐˜€๐—ฒ๐—ฎ๐˜€๐—ฒ๐˜€? ๐Ÿฉบ๐Ÿค– ๐—ง๐—ต๐—ถ๐˜€ ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ explores how advanced AI, particularly Large Language Models

๐—–๐—ฎ๐—ป ๐—”๐—œ ๐—ฑ๐—ฒ๐˜๐—ฒ๐—ฟ๐—บ๐—ถ๐—ป๐—ฒ ๐˜„๐—ต๐—ฒ๐—ป ๐—ฎ ๐—ฝ๐—ฎ๐˜๐—ถ๐—ฒ๐—ป๐˜ ๐˜€๐—ต๐—ผ๐˜‚๐—น๐—ฑ ๐˜ƒ๐—ถ๐˜€๐—ถ๐˜ ๐˜๐—ต๐—ฒ ๐—˜๐—ฅ ๐—ผ๐—ฟ ๐˜€๐—ฒ๐—ฒ ๐—ฎ ๐—ฆ๐—ฝ๐—ฒ๐—ฐ๐—ถ๐—ฎ๐—น๐—ถ๐˜€๐˜? ๐—ช๐—ต๐—ฎ๐˜ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ฑ๐—ถ๐—ฎ๐—ด๐—ป๐—ผ๐˜€๐—ถ๐—ป๐—ด ๐—ฑ๐—ถ๐˜€๐—ฒ๐—ฎ๐˜€๐—ฒ๐˜€? ๐Ÿฉบ๐Ÿค– 
๐—ง๐—ต๐—ถ๐˜€ ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ explores how advanced AI, particularly Large Language Models
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

This paper introduces ๐‚๐จ๐ฆ๐ฉ๐š๐ฌ๐ฌ๐ƒ๐จ๐œ๐ค, a novel method that improves the accuracy and reliability of deep learning-based molecular docking by incorporating physico-chemical and bioactivity (PCB) features it addresses a critical limitation of current deep learning docking

This paper introduces ๐‚๐จ๐ฆ๐ฉ๐š๐ฌ๐ฌ๐ƒ๐จ๐œ๐ค, a novel method that improves the accuracy and reliability of deep learning-based molecular docking by incorporating physico-chemical and bioactivity (PCB) features

it addresses a critical limitation of current deep learning docking
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

Key Findings: ๐Ÿ’ช Analysis of the PDBBind dataset reveals significant noise in PCB features, emphasizing the need for more robust training data. โš—๏ธFine-tuning with Compass Score enhances the model's ability to predict ligand conformations with favorable PCB properties. ๐Ÿ”ถRelying

Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

Check out the video!!, how easily you can zoom in/out large tissue images !! Advanced interactive image visualization is coming to R via VoltRon. The image in the video is 30000x20000 ๐Ÿ“ฃ New update is coming soon, which allows manipulating h5/zarr based large images for fast

Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

Adults under age 50 have been cancer at increasingly higher rates over the last few decades. The latest AACR progress report estimates that 40% of all cancer cases are associated with modifiable risk factors such as tobacco use, diet, weight, exercising, ultraviolet radiation

Adults under age 50 have been cancer at increasingly higher rates over the last few decades.

The latest AACR progress report estimates that 40% of all cancer cases are associated with modifiable risk factors such as tobacco use, diet, weight, exercising, ultraviolet radiation
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

Najnowsze wiadomoล›ci! ๐Ÿš€ 2nd Opinion teraz mรณwi po polsku! ๐Ÿ‡ต๐Ÿ‡ฑ Zadawaj i odpowiadaj na swoje pytania medyczne, sprawdzaj objawy i otrzymuj jasne wyjaล›nieniaโ€”wszystko w swoim wล‚asnym jฤ™zyku! TLDR; 2ndOpinion now speaks Polish!

Najnowsze wiadomoล›ci! ๐Ÿš€ 2nd Opinion teraz mรณwi po polsku! ๐Ÿ‡ต๐Ÿ‡ฑ Zadawaj i odpowiadaj na swoje pytania medyczne, sprawdzaj objawy i otrzymuj jasne wyjaล›nieniaโ€”wszystko w swoim wล‚asnym jฤ™zyku!

TLDR; 2ndOpinion now speaks Polish!
Max Delbrรผck Center (@mdc_berlin) 's Twitter Profile Photo

How can AI simplify cancer treatment? Altuna Akalin and his team developed Onconaut, an AI tool that helps to find personalized therapies faster by analyzing genetic data. ๐Ÿ’ก๐Ÿงฌ #CancerResearch #AI #PrecisionMedicine mdc-berlin.de/news/news/naviโ€ฆ

Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

I'm happy to announce our next computational genomics course for 2025. The deadline for application is January 30th 2025. We will cover: - AI-assisted data analysis - Spatial omics analysis - Multi-omics data analysis. More info is here: bioinformatics.mdc-berlin.de/compgen/2025/

I'm happy to announce our next computational genomics course for 2025. The deadline for application is January 30th 2025. We will cover:
- AI-assisted data analysis
- Spatial omics analysis 
- Multi-omics data analysis. 
More info is here: bioinformatics.mdc-berlin.de/compgen/2025/
Altuna Akalin (@altunaakalin) 's Twitter Profile Photo

This is the last chance to apply for our computational genomics course, which includes an AI-assisted data analysis module. Deadline in 9 days. More info at compgen.mdc-berlin.de