├── README.md └── project_main.jpg /README.md: -------------------------------------------------------------------------------- 1 | # DigiPathoImageAnalysis 2 | 3 | 4 | ## List of academic institutes/companies working on computer-based digital pathology image analysis 5 | To help me to complete/update the list please send a pull request or write the details in issues (name, country, and link), or contact at amirreza.mahbod@dp-uni.ac.at, Thanks! 6 | 7 | ![Project Image](https://github.com/masih4/DigiPathoImageAnalysis/blob/master/project_main.jpg) 8 | 9 | 10 | ## List of Academic Groups 11 | (sorted by country name) 12 | 13 | | Name | University / Institute | Country | Link | 14 | | :---| --- | --- | --- | 15 | | Medical Image Analysis & Artificial Intelligence (MIAAI) | Danube Private University | Austria | https://www.dpu-research-miaai.at/| 16 | | Institute for Pathophysiology and Allergy Research | Medical University of Vienna | Austria | https://pii.meduniwien.ac.at/en/unsere-abteilungen/institut-fuer-pathophysiologie-und-allergieforschung/| 17 | | Taschner-Mandl group | St.Anna kinderkrebsforschung | Austria | https://www.ccri.at/| 18 | | Laboratory of Image Synthesis and Analysis | Université Libre de Bruxelles | Belgium | https://lisa.polytech.ulb.be/| 19 | | Kimia Lab | University of Waterloo | Canada | https://kimialab.uwaterloo.ca/kimia/| 20 | | Medical Image Analysis Research Group | Simon Fraser University | Canada | https://www.medicalimageanalysis.com/ | 21 | | Artificial Intelligence in Medicine (AIM) Lab | University of British Columbia | Canada | https://aimlab.ca/ | 22 | | Cimalab Group |National University of Colombia | Colombia | http://cimalab.unal.edu.co/| 23 | | Centre for Computational Biology | MINES ParisTech | France | http://cbio.mines-paristech.fr/welcome-to-the-cbio-wiki | 24 | | Computational Bioimaging and Bioinformatics | Institut de Biologie de l'École Normale Supérieure| France |https://www.ibens.ens.fr/spip.php?rubrique47 | 25 | | Biomedical Computer Vision Research Group | Heidelberg University | Germany | http://www.bioquant.uni-heidelberg.de/research/groups/biomedical_computer_vision.html| 26 | | Microscopy Image Analysis(MIA) | Fraunhofer Institute for Integrated Circuits IIS | Germany | https://www.iis.fraunhofer.de/en/ff/sse/health/medical-image-analysis/mikroskopie/digitale-pathologie.html| 27 | | Deep learning and digital pathology | Unversity Bremen | Germany | https://www.uni-bremen.de/en/techmath/research/deep-learning-and-digital-pathology| 28 | | Frei Universität Berlin | Research Group Prof. Klopfleisch | Germany | https://www.vetmed.fu-berlin.de/en/einrichtungen/institute/we12/arbeitsgruppen/ag_klopfleisch/index.html| 29 | | Pattern Recognition Lab | FAU Nürnberg | Germany | https://lme.tf.fau.de/research/research-groups/digital-pathology-new-approaches-to-the-automated-image-analysis-of-histologic-slides/ | 30 | | Computational Pathology Research Group | Radboud University Medical Center | Netherlands| https://www.computationalpathologygroup.eu/ | 31 | | Computational Pathology Research Group | University of Amsterdam | Netherlands| https://www.nki.nl/research/research-groups/hugo-horlings/ | 32 | | Medical Image Analysis | Eindhoven University of Technology | Netherlands| https://research.tue.nl/en/organisations/medical-image-analysis | 33 | | Quantitative Imaging and Informatics Laboratory | Sejong University | South Korea| http://www.kwaklab.net/| 34 | | VISILAB | University of Castilla-La Mancha | Spain | https://visilab.etsii.uclm.es/?page_id=39| 35 | | Wählby Lab | Uppsala University | Sweden | http://user.it.uu.se/~cli05194/| 36 | | Digital Pathology | Linköping University | Sweden | https://liu.se/en/research/digital-pathology| 37 | | Institute of Pathology | University of Bern | Switzerland| https://www.pathology.unibe.ch/research/index_eng.html| 38 | | Tissue Image Analysis Lab | Warwick University | UK | https://warwick.ac.uk/fac/sci/dcs/research/tia | 39 | | Verrill Pathology Group | University of Oxford | UK | https://www.nds.ox.ac.uk/research/verrill-pathology-group | 40 | | YUan Lab | The Institute of Cancer Research | UK | http://yuanlab.org/ | 41 | | Biomedical Image Analysis Research | University of London | UK | http://www.staff.city.ac.uk/~sbbk034/research.php?idMem=research | 42 | | Virtual Pathology | university of Leeds | UK | https://www.virtualpathology.leeds.ac.uk/research/analysis/ | 43 | | Mahmood Lab | Harvard Medical School | USA | https://faisal.ai/| 44 | | Center for Artificial Intelligence in Medicine & Imaging | Stanford University | USA | https://aimi.stanford.edu/| 45 | | The Yu Lab | Harvard Medical School | USA | https://yulab.hms.harvard.edu/| 46 | | Center of Computational Imaging and Personalized Diagnostics| Case Western Reserve University | USA | https://engineering.case.edu/centers/ccipd/| 47 | | Thomas Fuchs Lab | Memorial Sloan Kettering Cancer Center | USA | http://thomasfuchslab.org/| 48 | | Sarder Lab | University at Buffalo | USA | https://www.acsu.buffalo.edu/~pinakisa/index.html| 49 | | Institute for Engineering-Driven Medicine | Stony Brook University | USA | https://www.stonybrook.edu/commcms/iedm/research/Research_Thrusts/Digital_Pathology.php| 50 | | Computational Biology Lab, Artificial Intelligence Team | USC | USA | http://www.eitm.org| 51 | | James Zou Research Group | Stanford University | USA | https://www.james-zou.com/| 52 | | Hadley Lab | University of Central Florida | USA | https://www.hadleylab.org/| 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | ## List of Companies 63 | (sorted by country name) 64 | 65 | | Name | Country (headquarter) | Link | 66 | | :---| --- | --- | 67 | | TissueGnostics | Austria | https://www.tissuegnostics.com/ | 68 | | Exscientia | Austria | https://www.exscientia.ai/ | 69 | | Parapixel | Canada | https://parapixel.ca/ | 70 | | Objective Pathology Services | Canada | https://www.objectivepathology.com/ | 71 | | VISIOPHARM | Denmark | https://visiopharm.com/| 72 | | aiforia | Finland | https://www.aiforia.com/ | 73 | | NEAGEN | Finland | http://www.neagen.com/| 74 | | Primaa | France | https://www.primaalab.com/#home | 75 | | TRIBVN Healtcare | France | https://www.tribvn-hc.com/en/ | 76 | | VitaDX | France | https://vitadx.com/en | 77 | | inscoper | France | https://www.inscoper.com/ | 78 | | Tribun Health | France | https://www.tribun.health/homepage | 79 | | QuantaCell | France | https://www.quantacell.com/ | 80 | | Aignostics | Germany | http://www.aignostics.com/| 81 | | arivis | Germany | https://www.arivis.com/| 82 | | MindPeak | Germany | https://www.mindpeak.ai/| 83 | | precipoint | Germany | https://precipoint.com/| 84 | | 3DHISTECH | Hungary | https://www.3dhistech.com/ | 85 | | Imsight | Hongkong | https://www.imsightmed.com/eindex/about.html | 86 | | Deciphex | Ireland | https://deciphex.com/#home| 87 | | CIRDAN | Ireland | https://www.cirdan.com/ | 88 | | Ibex | Israel | https://ibex-ai.com/| 89 | | DeePathology | Israel | https://deepathology.ai/| 90 | | nucleai | Israel | https://www.nucleaimd.com/| 91 | | Medmain | Japan | https://en.medmain.com/ | 92 | | Evident | Japan | https://www.evidentscientific.com/en/ | 93 | | Aiosyn | Netherlands | https://www.aiosyn.com/ | 94 | | Lunit | South Korea | https://www.lunit.io/en | 95 | | Qritive | Singapore | https://www.qritive.com/ | 96 | | ContextVision | Sweden | https://www.contextvision.com/ | 97 | | SECTRA | Sweden | https://medical.sectra.com/| 98 | | Inify Laboratory | Sweden | https://www.inify.com/ | 99 | | IBM Research | Switzerland | https://www.zurich.ibm.com/healthcare/| 100 | | KOLAIDO (KML Vision) | Switzerland | https://www.kolaido.com/ | 101 | | Philips | UK | https://www.philips.co.uk/healthcare/solutions/pathology| 102 | | Panakeia | UK | https://www.panakeia.ai| 103 | | Histofy | UK | https://histofy.ai/| 104 | | Objective Imaging | UK | https://www.objectiveimaging.com/index.php| 105 | | National Pathology Imaging Co-operative (NPIC) | UK | https://npic.ac.uk/| 106 | | Indica Labs | USA | https://www.indicalab.com/ | 107 | | Modella AI | USA | https://www.modella.ai/ | 108 | | inspirata | USA | https://www.inspirata.com/solutions/digital-pathology/| 109 | | mTuitive | USA | https://www.mtuitive.com/pathology.html| 110 | | Roche | USA | https://diagnostics.roche.com/global/en/about/roche-tissue-diagnostics.html| 111 | | PAIGE | USA | https://paige.ai/| 112 | | PathAI | USA | https://www.pathai.com/| 113 | | Proscia | USA | https://proscia.com/| 114 | | Pixel Scientia Labs | USA | https://pixelscientia.com/pathology.html| 115 | | Tempus | USA | https://www.tempus.com/| 116 | | Deep Lens | USA | https://www.deeplens.ai/ | 117 | | Techcyte | USA | https://techcyte.com/ | 118 | | Crosscope | USA | https://www.crosscope.com/ | 119 | | Reveal Bioscieces | USA | https://www.revealbio.com/| 120 | | HistoWiz | USA | https://home.histowiz.com/#quantitative_image_analysis| 121 | | Genentech | USA | https://www.gene.com/| 122 | | Gilead | USA | https://www.gilead.com/| 123 | | Discover-Echo | USA | https://discover-echo.com| 124 | | OWKIN | USA | https://www.owkin.com/| 125 | | Hist.ai | USA | https://www.hist.ai/| 126 | | Alpenglow Biosciences | USA | https://www.alpenglowbiosciences.com/| 127 | 128 | 129 | 130 | 131 | Maintained by: 132 | * [Amirreza Mahbod](https://www.linkedin.com/in/amirreza-mahbod) (contact: amirreza.mahbod@dp-uni.ac.at) 133 | 134 | Useful links: 135 | * [AI startups in pathology: A meta-review (Novemeber 2020)](https://analogintelligence.com/artificial-intelligence-ai-startups-pathology-venture-meta-review-analysis/) 136 | * [7 free open source software programs for image analysis of pathology slides (AUGUST 2020)](https://digitalpathologyplace.com/7-free-open-source-software-programs-for-image-analysis-of-pathology-slides/) 137 | 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