TORONTO – Breath analytics technology developed by Picomole Inc. and University of New Brunswick (UNB) researchers promises to identify lung cancer long before it reaches the most advanced stages of the disease. Machine learning sits at the heart of the system, evaluating raw spectral data from a patient’s breath for early diagnosis of lung cancer, Steve Graham, CEO of Moncton, New Brunswick-based Picomole, told BioWorld.

PERTH, Australia – Advanced Human Imaging Ltd. (AHI) has created an algorithm that allows users to take a few quick scans on a smartphone to create a human avatar of themselves that can calculate risk for certain diseases and help diagnose conditions earlier, while also saving money. The Perth-based company is attracting a lot of attention, announcing three deals in the last week. The imaging technology has a myriad of uses from providing digital health scans to personal training to diagnosing skin cancers.

PARIS – Imageens SAS just raised a $1.4 million seed round to develop its two artificial intelligence (AI) systems in the field of medical imaging in Europe. Its first solution Artfun+, an AI software application, makes it possible to anticipate cardiovascular pathology thanks to new prognostic biomarkers. Its second product is Label, an algorithm which automatically classifies and assesses medical imaging data.

LONDON – Med-tech investor Endeavour Vision reported the final close of its Medtech Growth II fund at $375 million. The fund will invest in commercial stage companies with products that advance the standard of care or bring efficiencies to how health care systems operate. That strategy is expected to result in two-thirds of the money going into device companies and the remainder to digital health specialists.

TORONTO – Perimeter Medical Imaging Inc. has been awarded an FDA breakthrough device designation for a machine learning medical platform it said drives ultra-high-resolution, real-time imaging of breast cancer. Data collected from multiple pathology labs in Texas this past year were fed through the optical coherence tomography (OCT) imaging system which now is at the stage where its Imgassist artificial intelligence (AI)-based algorithms can be tested.

Current Health Ltd. closed an oversubscribed series B financing, securing $43 million in a round led by Northpond Ventures. The Edinburgh, U.K.-based company will use the funds to scale up its remote care management platform. Other participants included Lrvhealth, OSF Healthcare, Section 32, Elements Health Ventures, as well as existing investors. With this latest infusion, Current Health has raised a total of $66 million to date.

Tesseract Health Inc. has closed an oversubscribed series B financing, reeling in $80 million with support from Foresite Capital, Glenview Capital and Opaleye. The proceeds will be used to advance the company’s Tesseract Ic eye-imaging diagnostic technology platform, including U.S. and overseas regulatory clearances. This is the first independent financing round for the Guilford, Conn.-based startup, which is developing a platform capable of diagnosing a range of diseases without a single blood draw. The company received prior seed funding as part of the 4Catalyzer med-tech incubator.

HONG KONG – Beijing Stonewise Technology Co. Ltd., a med-tech firm that uses artificial intelligence (AI) to aid in the discovery of small molecule drugs, closed series B and B+ financing rounds that added $100 million to its pocket. The company intends to use the proceeds to upgrade its AI-enabled drug discovery platform.