Wiki

Research

Publications

Every paper and preprint by the lab's members, from their time in the lab.

743 publications1992 to 202689 preprintsBibTeX of allAtom feed

595 works, 2012–2026; 10 of them under Other
2012201720222026
Works per year, 2012–2026, under 20 topics
SeriesTotal worksBy year from 2012
Component analysis and signal separation256, 2, 3, 5, 0, 1, 0, 0, 2, 2, 0, 0, 1, 1, 2
Networks and graphs383, 6, 2, 7, 3, 3, 0, 2, 0, 2, 3, 3, 1, 2, 1
Mechanistic modelling525, 8, 2, 7, 9, 6, 6, 1, 1, 1, 1, 2, 1, 1, 1
Bulk omics and genetics1318, 8, 9, 10, 19, 8, 13, 10, 4, 10, 8, 8, 2, 3, 11
Statistical inference908, 7, 8, 13, 9, 9, 7, 5, 1, 5, 4, 5, 3, 2, 4
Metabolism and diabetes668, 3, 5, 5, 5, 4, 3, 6, 5, 6, 5, 3, 0, 4, 4
Gene regulation1074, 6, 7, 11, 11, 4, 5, 10, 5, 7, 9, 3, 7, 8, 10
Clinical and cohort data858, 5, 6, 5, 8, 5, 5, 7, 3, 8, 4, 10, 4, 1, 6
Imaging701, 4, 1, 3, 8, 7, 4, 3, 6, 6, 4, 8, 6, 6, 3
Cell fate and dynamics1394, 4, 6, 15, 7, 5, 7, 10, 9, 10, 12, 10, 12, 14, 14
Perturbation responses1501, 2, 5, 10, 11, 6, 11, 6, 12, 11, 20, 15, 12, 11, 17
Immunity and inflammation1354, 2, 3, 4, 12, 8, 7, 10, 9, 14, 16, 15, 11, 8, 12
Open-source software1070, 4, 3, 5, 10, 7, 6, 4, 8, 11, 5, 8, 11, 14, 11
Brain and mental health662, 4, 3, 4, 1, 5, 2, 4, 2, 3, 10, 3, 6, 7, 10
Benchmarks and best practices431, 1, 1, 0, 1, 2, 3, 4, 1, 5, 3, 4, 2, 9, 6
Single-cell genomics2561, 1, 4, 6, 1, 6, 7, 19, 20, 27, 27, 29, 31, 40, 37
Data integration1171, 2, 3, 4, 2, 2, 3, 6, 4, 7, 10, 11, 19, 22, 21
Deep learning and generative models920, 0, 0, 0, 0, 2, 1, 8, 9, 6, 5, 11, 11, 21, 18
Cell atlases450, 0, 0, 0, 0, 1, 1, 4, 1, 2, 5, 8, 7, 7, 9
Spatial omics620, 0, 0, 0, 0, 0, 0, 1, 0, 2, 9, 5, 12, 21, 12
Works per year under each of the lab's 20 topics, heights on a logarithmic scale, the topic whose works are oldest at the back; a work with several topics counts in each. Select a ridge to open its topic, or a year to open its page.From ORCID, Crossref and Europe PMC · data synced 7 Nov 2026

202657

  1. Metabolism and diabetes
  2. Brain and mental health
  3. Cell atlases
  4. Cell fate and dynamics
  5. Data integration
  6. Cell atlases
  7. Single-cell genomics
  8. Perturbation responses
  9. Clinical and cohort data
  10. Open-source software
  11. Immunity and inflammation
  12. Data integration
  13. Deep learning and generative models
  14. Deep learning and generative models
  15. Deep learning and generative models
  16. Deep learning and generative models
  17. Open-source software
  18. Immunity and inflammation
  19. Brain and mental health
  20. Spatial omics
  21. Cell atlases
  22. Metabolism and diabetes
  23. Deep learning and generative models
  24. Spatial omics
  25. Clinical and cohort data
  26. Bulk omics and genetics
  27. Data integration
  28. Immunity and inflammation
  29. Gene regulation
  30. Benchmarks and best practices
  31. Deep learning and generative models
  32. Cell fate and dynamics
  33. Deep learning and generative models
  35. Deep learning and generative models
  36. Deep learning and generative models
  37. Statistical inference
  38. Spatial omics
  39. Cell fate and dynamics
  40. Brain and mental health
  41. Cell atlases
  42. Bulk omics and genetics
  43. Cell atlases
  44. Benchmarks and best practices
  45. Cell fate and dynamics
  46. Benchmarks and best practices
  47. Data integration
  48. Spatial omics
  49. Open-source software
  50. Deep learning and generative models
  51. Cell fate and dynamics
  52. Cell atlases
  53. Brain and mental health
  54. Brain and mental health
  55. Immunity and inflammation
  56. Immunity and inflammation
  57. Cell fate and dynamics

202558

  1. Open-source software
  2. Immunity and inflammation
  3. Single-cell genomics
  4. Spatial omics
  5. Cell fate and dynamics
  6. Deep learning and generative models
  7. Open-source software
  8. Open-source software
  9. Deep learning and generative models
  10. Cell atlases
  11. Data integration
  12. Immunity and inflammation
  13. Deep learning and generative models
  14. Data integration
  15. Spatial omics
  16. Cell fate and dynamics
  17. Gene regulation
  18. Single-cell genomics
  19. Cell fate and dynamics
  20. Deep learning and generative models
  21. Spatial omics
  22. Deep learning and generative models
  23. Imaging
  24. Gene regulation
  25. Imaging
  26. Spatial omics
  27. Spatial omics
  28. Single-cell genomics
  29. Deep learning and generative models
  30. Benchmarks and best practices
  31. Benchmarks and best practices
  32. Benchmarks and best practices
  33. Data integration
  34. Cell atlases
  35. Cell atlases
  36. Cell atlases
  37. Metabolism and diabetes
  38. Brain and mental health
  39. Perturbation responses
  40. Deep learning and generative models
  41. Brain and mental health
  42. Single-cell genomics
  43. Deep learning and generative models
  44. Deep learning and generative models
  45. Benchmarks and best practices
  46. Benchmarks and best practices
  47. Benchmarks and best practices
  48. Deep learning and generative models
  49. Single-cell genomics
  50. Cell fate and dynamics
  51. Brain and mental health
  52. Metabolism and diabetes
  53. Spatial omics
  54. Deep learning and generative models
  55. Single-cell genomics
  56. Imaging
  58. Benchmarks and best practices