DE LA QUESTION DE RECHERCHE AUX OUTILS
Construisez votre flux de travail de recherche
Connectez logiciels, calcul et étapes de laboratoire à l'aide de preuves documentées. Un workflow est un guide de planification, pas un protocole expérimental validé.
Research workflow suitability and Decision Passport
The previous fixed-template workflow scorer cannot establish comparative scientific suitability. For a task-specific assessment, enter the biological objective, the actual sample/data modalities and method constraints in the offline Decision Lab. Select the reviewed method deliberately and compare it against a mandatory non-AI baseline.
Open scientific Decision LabHistorical workflow templates are examples, not validated executable pipelines, clinical decisions or ranked model recommendations.
PILIERS FONDAMENTAUX DES WORKFLOWS BIOAI
Plans de Référence Standards pour la Biologie Computationnelle
6 parcours documentés · Preuves et notes de planification enregistrées en septembre 2026. L'éligibilité commerciale n'a pas été confirmée de manière indépendante pour ces flux complets.
Provider-tested configuration
Predict biomolecular structures
AlphaFold 3 documentation lists a single H100 80 GB as an officially supported inference configuration. Other H100 variants are not established by this evidence.
1 · Entrées
Biomolecular sequences and supported molecular inputs, with sequence-search preparation.
2 · Logiciels & calcul
H100 80 GB; CPU/RAM and sequence databases are also required. Larger inputs can require configuration changes.
3 · Sorties
Predicted structures for scientific review.
4 · Transfert au laboratoire
Editorial next step: select an appropriate structural or functional validation assay with the research team. No direct instrument integration has been verified.
Licence & usage commercial
Code and model parameters have separate terms. Parameter access must be obtained from the provider; commercial eligibility is not established here.
Composantes de coût
GPU access, CPU preparation, sequence storage and researcher time; no live price estimate.
Limites des preuves
Hardware support is not evidence of accuracy for a particular biological target. No local benchmark was run.
Inspecter la preuve originale ↗
Provider implementation example
Run protein-folding workflows in the cloud
AWS documents AlphaFold2 and OpenFold workflows on SageMaker. This evidence does not establish AlphaFold 3 compatibility.
1 · Entrées
Protein sequences and the chosen workflow's reference data.
2 · Logiciels & calcul
Workflow-specific cloud instances, storage and orchestration; verify current instance availability and dependencies.
3 · Sorties
Structure predictions and tracked experiments.
4 · Transfert au laboratoire
Editorial next step: choose experimental validation based on the biological question. No automatic laboratory handoff is documented here.
Licence & usage commercial
AWS service terms and each model/data licence must be evaluated separately.
Composantes de coût
Instance runtime, storage, data transfer and idle resources; confirm regional prices.
Limites des preuves
Historical implementation example; not a guarantee that the original deployment instructions still run unchanged.
Inspecter la preuve originale ↗
Manufacturer-listed research
Connect cellular imaging to machine-learning analysis
Revvity lists research combining Opera Phenix imaging with machine learning. AI analysis is a workflow component, not assumed to be included in every instrument configuration.
1 · Entrées
Prepared biological samples and an imaging assay.
2 · Logiciels & calcul
Analysis workstation or server requirements depend on the selected pipeline and image volume; not yet verified.
3 · Sorties
Cellular images and analysis-dependent measurements.
4 · Transfert au laboratoire
Imaging is the laboratory step. Confirm assay design, controls, sample formats and export compatibility before linking an analysis tool.
Licence & usage commercial
Instrument, analysis software and model licences require separate confirmation.
Composantes de coût
Instrument quotation, maintenance, consumables, analysis software and compute.
Limites des preuves
Publication-list evidence, not an independently reproduced benchmark or verified plug-and-play integration.
Inspecter la preuve originale ↗
Project documentation; editorial evaluation plan
Evaluate cell segmentation
Compare these alternative analysis tools on the same images; no cross-tool interoperability is asserted.
1 · Entrées
Microscopy images with representative expert annotations
2 · Logiciels & calcul
Select the release and dataset size before sizing CPU, GPU, RAM and storage; no hardware configuration verified here.
3 · Sorties
Segmentation masks or workflow-specific classifications
4 · Transfert au laboratoire
Editorial next step: review results against independent annotations, truth sets or relevant experiments. No automatic laboratory integration is established.
Licence & usage commercial
Confirm the selected code, model and data terms separately.
Composantes de coût
Compute, storage, annotation and researcher time; no current price estimate.
Limites des preuves
Tools are not locally benchmarked; this path describes an evaluation plan and does not assert clinical validity or superiority.
Inspecter la preuve originale ↗
Project documentation; editorial evaluation plan
Evaluate single-cell representations
These are alternative research approaches. Batch effects and held-out donor evaluation must be considered; a direct pipeline between them is not verified.
1 · Entrées
Quality-controlled single-cell expression data
2 · Logiciels & calcul
Select the release and dataset size before sizing CPU, GPU, RAM and storage; no hardware configuration verified here.
3 · Sorties
Model-specific embeddings or downstream predictions
4 · Transfert au laboratoire
Editorial next step: review results against independent annotations, truth sets or relevant experiments. No automatic laboratory integration is established.
Licence & usage commercial
Confirm the selected code, model and data terms separately.
Composantes de coût
Compute, storage, annotation and researcher time; no current price estimate.
Limites des preuves
Tools are not locally benchmarked; this path describes an evaluation plan and does not assert clinical validity or superiority.
Inspecter la preuve originale ↗
Project documentation; editorial evaluation plan
Evaluate a variant-calling pipeline
Choose the sequencing-platform model and compare to appropriate reference truth data; this is not clinical interpretation.
1 · Entrées
Aligned reads, reference genome and platform-matched model
2 · Logiciels & calcul
Select the release and dataset size before sizing CPU, GPU, RAM and storage; no hardware configuration verified here.
3 · Sorties
Genetic variant calls
4 · Transfert au laboratoire
Editorial next step: review results against independent annotations, truth sets or relevant experiments. No automatic laboratory integration is established.
Licence & usage commercial
Confirm the selected code, model and data terms separately.
Composantes de coût
Compute, storage, annotation and researcher time; no current price estimate.
Limites des preuves
Tools are not locally benchmarked; this path describes an evaluation plan and does not assert clinical validity or superiority.
Inspecter la preuve originale ↗
