Artificial Intelligence

From Pallav Sharda | Wiki
Revision as of 23:03, 20 July 2018 by ps>Pallav (→‎Misc.)
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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.

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

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

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.

Chatbots

Genomics

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