Vector Institute

Recent papers from Vector Institute

1. Multimodal Spectroscopy–Driven Reconstruction of Three-Dimensional Molecular Structures via Conditional Diffusion Model2026
2. When active learning fails, uncalibrated out of distribution uncertainty quantification might be the problemnpj Computational Materials · 2026
3. Assessment of change in drug-induced parkinsonism in daily-life gait using vision-based machine learningPLOS Digital Health · 2026
4. CDK4/6 inhibition radiosensitizes p16-negative squamous cell carcinomas of the aerodigestive tract via cell cycle arrestInternational Journal of Radiation Biology · 2026
5. A microexon regulatory code reveals autism-linked genetic variationNature · 2026
6. Analysis and mitigation of equipment-induced shortcuts in AI models for laparoscopic cholecystectomyPLOS Digital Health · 2026
7. Deep learning perturbation models can outperform baselines on calibrated metricsNature Biotechnology · 2026
8. Foundation model-powered deep learning of endometrial histology for predicting the cumulative live birth of an in vitro fertilization cyclePLOS Digital Health · 2026
9. React-to-Me: real-world experience of a grounded conversational interface to the Reactome Pathway KnowledgebaseBMC Biology · 2026
10. Cancer genomic data systems in precision oncology: from integration to clinical implementationEBioMedicine · 2026
11. Adaptive neural quantum states: a recurrent neural network perspectiveMachine Learning Science and Technology · 2026
12. The power of theory in the life scienceseLife · 2026
13. HumaniBench: A Human-Centric Framework for Large Multimodal Models EvaluationACM Transactions on Intelligent Systems and Technology · 2026
14. Machine learning prediction for epilepsy treatment selection and prognosis: achievements and challengesThe Lancet Digital Health · 2026
15. BiDRA: Bayesian Inference as a Robust Alternative to Non-Linear Regres-sion for Dose-Response Efficiency Metrics AssessmentBioinformatics Advances · 2026
16. A chromatin-informed transcriptional regulatory framework to stratify patients and guide therapy selection in triple-negative breast cancerNature Communications · 2026
17. q-vSZPs: A polarized, adaptive minimal Gaussian basis set for the elements Z = 1–86 designed for efficient mean-field electronic structure calculationsThe Journal of Chemical Physics · 2026
18. Patients’ and parents’ views on how digital tools enable personalized and partnered care in genetics: a qualitative studyEuropean Journal of Human Genetics · 2026
19. Whose Federation? Federation Opacity Through a Global Health LensThe American Journal of Bioethics · 2026
20. MMDC-CLIP-F: Vision-language multi-view mammogram density classification with uncertainty assessmentNeurocomputing · 2026