Pharma.AI
Commercial Platform · Commercial Subscription & Co-Development
Integrated generative AI platform from target discovery to clinical candidate design
Insilico Medicine
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60 productos
Commercial Platform · Commercial Subscription & Co-Development
Integrated generative AI platform from target discovery to clinical candidate design
Insilico Medicine
Open Source Software · Open Source
Fast, interactive multi-dimensional image viewer for Python bioimaging
Chan Zuckerberg Initiative (CZI) & Community
AI Model & Database · Open Access for Research
3D deep learning for human rare disease and clinical variant interpretation
Illumina Artificial Intelligence Lab
AI Model · Open Source
Autoregressive language model generating de novo functional protein sequences
University of Bayreuth
Open Source Software · Open Source
Python-based workflow management engine for reproducible data analysis
Snakemake Community (Köster Lab)
Python Library · Open Source
Unified data framework and storage format for spatial multi-omics
scverse Consortium
AI Model · Open Source
Diffusion-based generative model for antibody CDR design and antigen conditioning
Tsinghua University (AIR)
AI Model & Database · Open Access (Research)
Catalog of 71 million human missense mutations classified for clinical pathogenicity
Google DeepMind
Open Source Software · Open Source
High-throughput molecular docking and virtual screening software
Scripps Research Institute
Cloud Platform · Commercial Subscription
The leading cloud platform for life sciences R&D informatics, inventory, and molecular design
Benchling
Python Library · Open Source
The essential, foundational Python toolkit for biological computation
Open Bioinformatics Foundation (OBF)
R Software Package · Open Source
Inference and analysis of cell-cell communication networks from single-cell data
University of California, Irvine (Nie Lab)
Software Pipeline · Proprietary Freeware
The industry-standard analysis pipeline for Chromium single-cell sequencing
10x Genomics
Scientific Platform · Free Academic / Paid Commercial
High-throughput platform for cryo-EM structural biology and conformational heterogeneity
Structura Biotechnology
Software Tool · Open Source
Transformer-based neural consensus caller for Pacific Biosciences HiFi sequencing
Google Health & PacBio
Laboratory Hardware · Commercial Purchase
High-precision automated liquid handling platform using air displacement technology
Hamilton Company
AI Model · Open Source
Long-range genomic foundation model handling context lengths up to 1 million base pairs
Stanford University (Hazy Research)
AI Model · Open Source
Large-scale chemical language foundation model for molecular property prediction
IBM Research
Workflow Management System · Open Source & Commercial Enterprise
Scalable, reproducible workflow orchestrator and curated pipeline ecosystem for life sciences
Seqera Labs & nf-core Community
Software Toolkit · Open Source
High-performance GPU toolkit for molecular dynamics simulation and machine learning integration
Stanford University (Pande Lab)
Software Tool · Commercial & Open Source Build
The premier open-source foundation and commercial molecular visualization software
Schrödinger
Open Source Software · Open Source
Open-source software for bioimage analysis and digital pathology
University of Edinburgh
Scientific Software · Open Source
Empirical Bayesian approach for cryo-EM single-particle structure determination
MRC Laboratory of Molecular Biology (Scheres Lab)
Open Source Software · Open Source
Single-cell architectural surgery for reference atlas mapping without data sharing
Helmholtz Munich (Theis Lab)
Commercial Software · Commercial License
The gold-standard computational platform combining physics-based modeling and machine learning
Schrödinger
Laboratory Hardware · Commercial Purchase
High-throughput automated liquid handling workstation for genomics, cell biology, and drug discovery
Tecan Group
Cloud Platform · Pay-as-you-go Cloud Compute
Scalable biomedical research platform for secure genomic and clinical data analysis
Broad Institute, Microsoft & Verily
AI Model · Open Source
Antibody-specific inverse folding and sequence optimization
University of Oxford (OPIG)
AI Model / Web Server · Open Source & Web Service
All-atom biomolecular structure prediction for proteins, nucleic acids, and small molecules
Baidu PaddleHelix
AI Model · Open Source
Protein language models trained on diverse evolutionary sequences
Salesforce AI Research
AI Model / Software · Academic Open Source
All-atom diffusion modeling for proteins, small molecules, and nucleic acids
Institute for Protein Design (Baker Lab)
AI Model · Open weights & Cloud API
Multimodal language model reasoning over sequence, structure, and function
EvolutionaryScale
Research software / framework · Public code / project terms
Computer-aided organic synthesis planning
MIT / MLPDS Consortium
Research software / framework · Public code / project terms
Prediction of RNA-seq coverage from DNA sequence
Calico / Borzoi authors
Research software / framework · Public code / project terms
Base-resolution neural modeling of functional genomics
Kundaje laboratory
Research software / framework · Public code / project terms
Bias-aware deep learning of chromatin accessibility
Kundaje laboratory
Research software / framework · Public code / project terms
Weakly supervised whole-slide image classification
Mahmood laboratory
Research software / framework · Public code / project terms
Vision-language representations for histopathology research
Mahmood laboratory
Research software / framework · Public code / project terms
Learned comparison of protein binding-site structures
BenevolentAI / DeeplyTough authors
Commercial research platform · Provider account / contract
Model development and deployment infrastructure for life-science teams
Domino Data Lab
Research software / framework · Public code / project terms
Protein sequence generation using discrete diffusion
Microsoft Research / EvoDiff authors
Commercial research platform · Provider account / contract
Bioinformatics assistance within Latch Plots
LatchBio
Hardware / instrument · Supplier quotation
Automated fluorescence imaging with AI-supported analysis
Leica Microsystems
Research software / framework · Public code / project terms
Unified molecular featurization for ML workflows
Datamol community
Research software / framework · Public code / project terms
Benchmarking platform for molecular generation models
MOSES authors and contributors
Supporting software · Public code / project terms
Multimodal omics data handling and analysis
scverse / muon contributors
Hardware / instrument · Supplier quotation
High-content cellular imaging with documented Phenologic.AI analysis options
Revvity
Research software / framework · Public code / project terms
Framework for single-cell perturbation analysis
scverse / Pertpy contributors
Supporting software · Public code / project terms
Protein structure preprocessing for deep-learning datasets
Adaptyv Bio / ProteinFlow contributors
Supporting software · Public code / project terms
Interactive pipeline for spatial transcriptomics analysis
Saeys laboratory
Hardware / instrument · Supplier quotation
Automated cellular imaging with AI-based sample-carrier detection
ZEISS
Research software / model · Public code / project terms
Protein structure inference with AlphaFold 2
Google DeepMind
Cloud platform · Provider account / licence
Cloud training of deep-learning microscopy segmentation models
ZEISS
Research software / model · Public code / project terms
Neural prediction of regulatory activity from sequence
Calico / Basenji contributors
Research software / model · Public code / project terms
Generative approximation of protein structural ensembles
Microsoft Research / BioEmu contributors
Supporting software · Public code / project terms
Sequence and structure handling for computational biology workflows
Biotite contributors
Research software / model · Public code / project terms
PyTorch image-restoration library with Noise2Void and related methods
CAREamics contributors
Research software / model · Public code / project terms
Cell language modeling with cell-cell context
OmicsML / CellPLM authors
Research software / model · Public code / project terms
Supervised classification of image-derived cell phenotypes
CellProfiler contributors
Hardware / instrument · Supplier quotation
Automated cell culture with machine-learning-assisted decisions
Molecular Devices
