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Aiforia Technologies Oyj, established in 2013 and headquartered in Helsinki, Finland, develops deep learning artificial intelligence (AI) software for pathology image analysis. The company's core products include AI-supported diagnostic suites for breast, lung, and prostate cancers, as well as Aiforia Create, a platform enabling users to develop and validate proprietary AI models for 2D image analysis. Aiforia serves a global clientele, including pharmaceutical and biotechnology companies, contract research organizations, clinical laboratories, and academic institutions. The company operates internationally, with offices in Cambridge, Massachusetts, and Rochester, Minnesota, and representatives across Europe and North America. Aiforia's strategic focus includes expanding its clinical and preclinical offerings, forming strategic partnerships, and achieving positive cash flow from operating activities. (,)

Johnson & Johnson is the world's largest and most diverse healthcare firm. It has two divisions: innovative medicine and medtech. These now represent all of the company's sales following the divestment of the consumer business, Kenvue, in 2023. After restructurings in 2023-24, the drug division focuses on three main therapeutic areas: immunology, oncology, and neurology. Geographically, just over half of total revenue is generated in the United States.