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Naveed Tavakol

@naveedtavakol

Postdoc at Columbia BME, Gordana Vunjak-Novakovic Lab. Tissue Engineer.πŸ©ΈπŸ”¬| Interested in 3D models of blood stem cells, the immune system, and cancer | Alum of Columbia & UVa | #TSwift fan πŸ³οΈβ€πŸŒˆ sites.google.com/view/naveedtavakol/

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13.11.2024
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Latest posts by Naveed Tavakol @naveedtavakol

Squidiff: A Diffusion AI Model to Accelerate Precision Medicine | Columbia University

Curious to learn more about Squidiff? Read our previous spotlight: bit.ly/3WRPNsx

cc: @siyuhe.bsky.social @simonyf.bsky.social @naveedtavakol.bsky.social @elhamazizi.bsky.social @jameszou.bsky.social

20.01.2026 14:22 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Nature Methods Cover

Nature Methods Cover

Cover feature!
πŸŽ‰ Siyu He and colleagues appear on the January cover of @natmethods.nature.com for Squidiff, a diffusion AI model predicting cellular responses to developmental and chemical cues: www.nature.com/nmeth/volume...

20.01.2026 14:20 πŸ‘ 6 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
Schematic of cell differentiation prediction (a) and drug response prediction (b).

Schematic of cell differentiation prediction (a) and drug response prediction (b).

New paper out in @natmethods.nature.com from @elhamazizi.bsky.social, Kam Leong & @jameszou.bsky.social! The team developed Squidiff, a diffusion #AI model to predict cellular responses to environmental cues and accelerate #PrecisionMedicine.

Learn more: bit.ly/3WRPNsx

10.11.2025 13:59 πŸ‘ 8 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
Note: Since your browser does not support JavaScript, you must press the Continue button once to proceed.

#TissueTalks returns for our SIXTH year with a talk from @MIT Prof. Roger Kamm on Wed, Sept 10th at 3pm EST: "Transport processes in the brain: From delivery of therapeutics across the blood-brain barrier to the clearance of amyloid beta."

See you there! columbiauniversity.zoom.us/webinar/regi...

04.09.2025 20:21 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Last chance!! Abstracts due tonight!

Join us this fall for a @CSHL meeting (Sept 28 - Oct 1) onΒ "Bioengineered Tissue Systems & Models" in NY! We have a wonderful program with a dynamic set of speakers to bridge bioengineering tech with human tissue models.

meetings.cshl.edu/meetings.asp...

11.08.2025 19:16 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Join us this fall for a Cold Spring Harbor Lab meeting (Sept 28 - Oct 1, 2025) onΒ "Bioengineered Tissue Systems & Models" on Long Island, New York. Co-organized by myself, my advisor Gordana Vunjak-Novakovic & collaborator Mirjana Maletic-Savatic:

meetings.cshl.edu/meetings.asp...

02.07.2025 17:00 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Join us for the last Tissue Talk of the spring 2025 season with a seminar from ETH Zurich Prof Martin Fussenegger on β€œPowering Biology: the emerging frontier of electrogenetics.”

See you at 3pm EST: bit.ly/tissuetalks

28.05.2025 05:56 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Happening today at 3pm EST! Join us for a #TissueTalk with Drexel Prof Kara Spiller as she talks about β€œBiomaterials for engineering macrophages in regenerative medicine.”

See you there: bit.ly/tissuetalks

19.03.2025 17:19 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Happening today at 3pm EST! JHU Prof. Warren Grayson joins us for a #TissueTalk titled "It takes a village to regenerate a tissue - probing the neural contributions to bone healing."

See you soon! bit.ly/tissuetalks

05.03.2025 14:58 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1
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Join us tomorrow, Feb. 26th at 3pm EST for a #TissueTalk with Brown University Dean and Prof. Tejal Desai @tejaladesai.bsky.social on "Tuning the 'Structure' of Biomaterials for Cell-Based Therapy."

See you soon! RSVP/zoom link: bit.ly/tissuetalks

25.02.2025 17:53 πŸ‘ 5 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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Join us tomorrow, Feb. 26th at 3pm EST for a #TissueTalk with Brown University Dean and Prof. Tejal Desai @tejaladesai.bsky.social on "Tuning the 'Structure' of Biomaterials for Cell-Based Therapy."

See you soon! RSVP/zoom link: bit.ly/tissuetalks

25.02.2025 17:53 πŸ‘ 5 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0

Congratulations to Dr. Yuefei Zhu, @siyuhe.bsky.social, & all authors for their contributions, in addition to our funding sources TRISH, NIAID, NCI, & NSF for their support. It was a great pleasure to contribute to this work, & really proud of Yuefei for getting this project past the finish line!

24.02.2025 17:40 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Check out our new collaborative work with Dr. Kam Leong @columbiauniversity.bsky.social now out in Advanced Functional Materials! We developed oral nanoparticles to help mitigate hematopoietic acute radiation syndrome, especially in cases of deep space exploration:

t.co/1jQwcU1pDB

24.02.2025 17:40 πŸ‘ 1 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
Screenshot of video of Brendan Harley - Why I study cancer

Screenshot of video of Brendan Harley - Why I study cancer

Why I Study Cancer

The cancers that are fatal today don't have to be tomorrow. Support for biomedical research enables generational shifts in how we treat cancer.

What a privilege to work at @cancercenteril. Work funded by National Institutes of Health

www.instagram.com/reel/DGTUxwD...

20.02.2025 17:02 πŸ‘ 16 πŸ” 7 πŸ’¬ 0 πŸ“Œ 0

Honored to be featured in this podcast about careers in Tissue Engineering! Always a pleasure to chat with superstar @naveedtavakol.bsky.social from @columbiauniversity.bsky.social
Listen to learn more about the challenges and joys of becoming a Professor of BME! @nyutandon.bsky.social

20.02.2025 20:05 πŸ‘ 10 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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"Career Conversations" follows a unique group of speakers through the different career options available to early career #bioengineers! Episodes can be found on our website nextgenterc.com/podcast or Spotify/Apple Music (or wherever you get your podcasts)...!!

@irenedelazaro.bsky.social

20.02.2025 19:15 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Check out our new episode of the #TERC podcast series "Career Conversations", ft. my friend & @nyutandon.bsky.social Prof. Dr. @irenedelazaro.bsky.social, where she describes her diverse international research experiences, starting up her lab, & the BME community.
open.spotify.com/episode/0xrD...

20.02.2025 19:15 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 1
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Join us tomorrow, Feb. 19th at 3pm EST as Prof. Jeff Hubbell from NYU joins us for #TissueTalks to discuss "Engineering the microenvironment in regeneration and inflammation."

See you soon: bit.ly/tissuetalks @columbiauniversity.bsky.social

18.02.2025 21:32 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Join us tomorrow, Wednesday, Feb. 12th at 3pm EST for a #TissueTalk with a pioneer in the cancer, hematopoiesis, and stem cell fields from @StanfordMed Dr. Irv Weissman!

See you there: bit.ly/tissuetalks

11.02.2025 22:01 πŸ‘ 2 πŸ” 1 πŸ’¬ 1 πŸ“Œ 1
Direct Economic Contributions NIH directly supports the economy through investments in research institutions and job formation.

Executive wants to frame the NIH indirects cut as $4B in savings.

But given that NIH returns $2.5 on every $1 investment, this would actually cost US economy a net $6 BILLION (per year!). Not to mention the human costs of wrecking education and research sectors and the communities they serve.

08.02.2025 03:08 πŸ‘ 4435 πŸ” 2099 πŸ’¬ 73 πŸ“Œ 91
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Join us today, Wed. Feb 5th at 3pm EST for a #TissueTalk with
@mitofficial.bsky.social @wyssinstitute.bsky.social Prof. Ellen Roche on "Tissue talks and tissue moves: replicating tissue motion for simulation and organ assistance."

See you there: bit.ly/tissuetalks

05.02.2025 13:17 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1
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Join us tomorrow, Wednesday, Jan. 29th at 3pm EST for a #TissueTalk from a pioneer in the stem cell field, Stanford Prof. Helen Blau, on "Targeting a gerozyme to increase muscle strength."

See you there: bit.ly/tissuetalks @columbiauniversity.bsky.social @stanforduniversity.bsky.social

28.01.2025 15:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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#TissueTalks are back for Spring 2025! Join us tomorrow, Wed., Jan. 22nd at 3pm EST for a #TissueTalk with Prof. Tal Danino from our very own dept to discuss "Engineering bacteria for cancer therapy."

See you soon: columbiauniversity.zoom.us/webinar/register/WN_-E0gHU6CT3enyf0mJH1LZw#/registration

21.01.2025 15:13 πŸ‘ 3 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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#TissueTalks are back for Spring 2025! Join us tomorrow, Wed., Jan. 22nd at 3pm EST for a #TissueTalk with Prof. Tal Danino from our very own dept to discuss "Engineering bacteria for cancer therapy."

See you soon: columbiauniversity.zoom.us/webinar/register/WN_-E0gHU6CT3enyf0mJH1LZw#/registration

21.01.2025 15:13 πŸ‘ 3 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
http://nibib.nih.gov/news-events/newsroom/astronaut-chip-modeling-effects-radiation-exposure-using-multi-organ-tissue-chips

And thanks so much to the NIH NIBIB (& Nikhith Kalkunte) for this really nice write up about our work:
t.co/DhBFhym7yz

19.12.2024 17:15 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Our paper was recently chosen as one of the covers of Advanced Science for their Nov 2024 issue: advanced.onlinelibrary.wiley.com/doi/abs/10.1...

19.12.2024 17:15 πŸ‘ 6 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Join us for a #TissueTalk TODAY at 3pm EST from Prof. Darrell Irvine @MIT on β€œmodulating immunity with leukocyte-anchored cytokines.”

See you there: bit.ly/tissuetalks

11.12.2024 15:57 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Given the scRNA data on day 0 and day 3, can we predict the data on day 1, day 2 and further? Squidiff predicts this differentiation of induced pluripotent stem cells (iPSCs) into mesendoderm and endoderm, guided by stimuli vectors. 3/πŸ¦‘

09.12.2024 14:13 πŸ‘ 4 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
Preview
Squidiff: Predicting cellular development and responses to perturbations using a diffusion model Single-cell sequencing has revolutionized our understanding of cellular heterogeneity and responses to environmental stimuli. However, mapping transcriptomic changes across diverse cell types in respo...

We are thrilled to share #Squidiff πŸ¦‘, a conditional diffusion model, which generates new transcriptomes that represent distinct cellular states, and its application to cell differentiation and drug perturbation www.biorxiv.org/content/10.1... 1/πŸ¦‘

09.12.2024 14:13 πŸ‘ 9 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0

Tags so it ends up on some related feeds:
πŸ§ͺ
#AcademicSky
#OrganOnChip
#TissueEngineering

04.12.2024 13:05 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0