Artificial Intelligence

Misc.

• Cardiogram: Ex-google founders, applying deep learning to mobile health data. Backed by Andreessen Horowitz.
• Neura: Using AI to optimize mobile apps and IoT devices for Med adherence. Interesting SDK approach. Raised $13M. Israeli team, located in Sunnyvale.
• Enlitic: SF-based, $15M raised. Applying deep-learning to areas like triage, radiology, screening.
• Deep6: AI-based text analysis of EHRs to find clinical trial candidates. ? Funding.
• Digital Reasoning: Cognitive computing applied to industries. Healthcare focus. $73.9M raised.
• PhysIQ: ML applied to biosignals to create a personal baseline. Selling to post-acute providers, pharma (clinical trials), wearable/device manufacturers. $11.9M raised.
• DreaMed Diabetes: $5.3M raised from Medtronic. Closed-loop insulin delivery tech. CE mark for artificial pancreas.
• Roam Analytics: ML platform for various applications in healthcare. $21M raised.
• Hindsait: Various applications of NLP, ML in Healthcare. Unknown funding.
• Precision Health AI: $20M Series A in 2017. Oncology treatment focus.
• Carta: ML-based predictive models off of EHR data. Inpatient-focused. Funded by AMV.
• Eko.ai: Stealth but something around Echocardiograms. Singapore.
• Vital ER: AI-based ED operational flow insights (predict admissions, staffing needs, etc). Led by ex-Founder of Mint.com Aaron Patzer. $5.2M seed. DFJ, First Round. New Zealand based. Collaborate with Emory University.
• Care.AI: IoT platform, focused on ROI-based use cases like hand sanitization, falls, pressure ulcers. Make their own hardware. based on Google Coral toolkit.

Computer Vision

• Zebra Med: AI applied to medical imaging. $20M raised. Israeli.
• Jvion: Cognitive computing applied to clinical data to make various predictions. $9M raised.
• AI Cure: Applying machine learning and computer vision to medication adherence. Smartphone camera can verify if the patient took medication. Raised $15M+.
• Gauss Surgical: $24M raised. Computer vision and AI for measuring blood loss during surgery. Since 2011.
• BayLabs: Applying deep learning to ultrasound imaging. $5.3M Series A.
• Aidence: Medical image analysis. Amsterdam. $2.5M raised.
• Paige.AI: Pathology AI Guidance Engine. Oncology focus. $25M Series A.
• Qure.ai: Imaging AI
• Viz.AI: AI-based identification of suspected large vessel occlusion (LVO) strokes. $30.6M Series A. KPCB.
• Arterys: AI for radiology workflow. $46M raised. Has FDA approvals.
• Brainomix: AI interpretation of brain CT scans of stroke patients. $13M raised. UK based.
• MD.AI: Annotation tool, algorithms and datasets.
• Path.ai: AI in Pathology. $75M+ raised. Boston. General Catalyst.
• AIDoc: $41.5M raised. Israel. FDA cleared. Analyzes CT exams for a suspected intracranial hemorrhage, then prioritizes workflow for radiologist
• Densitas: FDA-cleared. $1.3M raised. Canadian. Assesses breast density (associated with increased risk of breast cancer) on digital mammograms.

Billing

• Fathom Health: Applying AI and deep learning NLP to reimbursement. Formerly TinyRx (on-demand prescription delivery service, shut down in May 2016). Raised $7.7M. Google ventures included.
• CloudMedX: $6.7M raised. Billing optimization.

Therapy Discovery

• Atomwise: Drug discovery using AI. Raised $6M+
• Recursion Pharmaceuticals: Drug discovery using AI. $58M raised.
• Benevolent.ai: AI for drug discovery and bioscience innovation in general. $140M raised. UK based.
• GNS Healthcare: Machine learning applied for precision medicine. Solutions around patient segmentation, drug discovery. $43M raised.
• Berg: Unknown funding. Therapy discovery using omics data.
• Turbine: Cancer therapeutics using AI. Unknown funding. EU.
• BioAge Labs Drug discovery related to aging. $10.9M Series A led by A16Z.
• Qrativ: AI platform to identify treatments for rare diseases. $8.5M. Mayo Clinic.
• Engine Bio: $10M Seed in Jan 2018.
• Insitro: Founder is Stanford's Daphne Koller
• Verge Genomics: $32M. DFJ.

Risk Stratification

• KenSci: Risk stratification of patient populations using ML. UW Tacoma professor founder. $8.5M raised.
• Lumiata: Healthcare risk management using AI. $20M raised. Khosla Ventures.
• ClosedLoop.ai: Seed stage

Chatbots

• Your MD: AI-driven chatbot that does lead gen for care services. $7.3M funded. London based.
• Buoy: $2M raised. Adam Grant (Author) is founder.
• Babylon Health: $25M raised. UK.
• Elth: India-based
• Orderly Health:
• Bot MD: $700K seed. YCombinator. Steve Blank.
• Ada: Germany based, funded. $69M+

Genomics

• Deep Genomics: Using ML to predict effects of genetic variation on a disease context. $3.7M raised. Canadian.