AMLD 2026 Workshop ๐Ÿงช Transforming Drug Discovery: Advancing Phenotypic Profiling with Foundation Models

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Authors: Tomรฉ Albuquerque, Krishna Chaitanya, Maolaaisha Aminanmu, Pushpak Pati
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Abstract

๐ŸŸฃ ๐—๐—ผ๐—ถ๐—ป ๐—ผ๐˜‚๐—ฟ ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€๐—ต๐—ผ๐—ฝ at #AMLD2026 on February 12 at the SwissTech Convention Center in Lausanne.๐Ÿงฌ ๐—ง๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ผ๐—ฟ๐—บ๐—ถ๐—ป๐—ด ๐——๐—ฟ๐˜‚๐—ด ๐——๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜†: ๐—”๐—ฑ๐˜ƒ๐—ฎ๐—ป๐—ฐ๐—ถ๐—ป๐—ด ๐—ฃ๐—ต๐—ฒ๐—ป๐—ผ๐˜๐˜†๐—ฝ๐—ถ๐—ฐ ๐—ฃ๐—ฟ๐—ผ๐—ณ๐—ถ๐—น๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐—™๐—ผ๐˜‚๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐— ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€๐Ÿ‘ฅ Tomรฉ Albuquerque, Krishna Chaitanya, Amina Mollaysa, Pushpak Pati๐Ÿงช Johnson & Johnson Innovative Medicine๐Ÿ” What youโ€™ll learn:โ€ข ๐—™๐—ผ๐˜‚๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€ in the ๐—ฃ๐—ต๐—ฒ๐—ป๐—ผ๐˜๐˜†๐—ฝ๐—ถ๐—ฐ ๐—ฑ๐—ฟ๐˜‚๐—ด ๐—ฑ๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒโ€ข Hands-on bottom-up development of ๐— ๐—”๐—˜ and ๐——๐—œ๐—ก๐—ข for representation learning on ๐—›๐—ถ๐—ด๐—ตโ€๐—–๐—ผ๐—ป๐˜๐—ฒ๐—ป๐˜ ๐—œ๐—บ๐—ฎ๐—ด๐—ฒ๐˜€.โ€ข Flavors of real-world application: ๐— ๐—ข๐—” ๐—ฝ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜๐—ถ๐—ผ๐—ป & ๐—–๐—ผ๐—บ๐—ฝ๐—ผ๐˜‚๐—ป๐—ฑ ๐—ฟ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น๐Ÿ—“๏ธ Thursday, February 12, 2026โฐ 14:00โ€“17:30 CET๐Ÿ“ Garden 3BC - SwissTech Convention Center, EPFL, Lausanne๐Ÿ“Ž Workshop details & registration โ†’ https://lnkd.in/eE9qDmhe#AMLD2026 #AIForScience #DrugDiscovery #PhenotypicProfiling #FoundationModels #HighContentImaging #MultimodalLearning

Fields of Study & Subjects

Computational Drug Discovery Methods Cell Image Analysis Techniques Science Research and Medicine

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
10 February 2026
Language
EN