Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Salvando vidas com dispositivos semi-conectados

Salvando vidas com dispositivos semi-conectados

Apresentada na trilha Saúde 4.0 do TDC Porto Alegre 2019

Julio Faerman

November 28, 2019

More Decks by Julio Faerman

Other Decks in Education


  1. Julio Faerman @faermanj • Independent Software Engineer specialized in Cloud

    Computing • Can code but not solder • Before: Amazon Web Services Developer Relations & Training • Previously: Red Hat, Borland and Enterprise Computing in Brazil • Today: Own thoughts and references of a maker
  2. “We are no longer patients we are consumers of health.”

    AWS re:Invent 2014 | Philips Uses AWS to Analyze 15 PB of Patient Data
  3. Engineering for Health Today’s Solutions Personal assistants, gateways and other

    devices. Microprocessors, display and stable connectivity Microcontrollers and sensors Wearable monitors, mobile applications and limited conectivity
  4. { "body": { "version": "1.0", "response": { "outputSpeech": { "type":

    "PlainText", "text": "Welcome to the Alexa Nursing Skill. Please tell me your name" }, …
  5. AWS Lam bda / R E G I S T

    E R CH E CK CERT RO B O T S T O REG I S T ER D E A D L ET T E R Q U E U E CRE A T E S H A D O W P E RM I S S I O N S Am azon SQS Messages Am azon Cl oudWat ch L O G G I N G L I F E CY CL E E V E N T REG I S T ER RO B O T Q U E U E REA D ER AWS Lam bda AWS Lam b da A W S I o T Am azon API Gat ew ay I o T Sh ad o w I o T Ru l e $15k per month to run 2 IT people to support…” Leading Edge Forum 2018 “… 23M robot vacuum cleaners…
  6. © 2019, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. S U M M I T Security AWS-grade security Data and state sync Local Device Shadows Local triggers Local Message Broker AWS IoT Greengrass Features Local actions Local AWS Lambda Functions
  7. Amazon Comprehend Medical Entities • Medication • Medical condition •

    Test, Treatments and Procedures • Anatomy • Protected Health Information (PHI) Relationship Extraction • Medication and dosage • Test and result • Many more Entity Traits • Negation • Diagnosis, Sign or Symptom Protected Health Information Identification (PHId API) Medical Named Entity and Relationship Extraction (NERe API)
  8. Pt is 40yo mother, highschool teacher HPI : Sleeping trouble

    on present dosage of Clonidine. Severe Rash on face and leg, slightly itchy Meds : Vyvanse 50 mgs po at breakfast daily, Clonidine 0.2 mgs -- 1 and 1 / 2 tabs po qhs HEENT : Boggy inferior turbinates, No oropharyngeal lesion Lungs : clear Heart : Regular rhythm Skin : Mild erythematous eruption to hairline Follow-up as scheduled
  9. © 2019, Amazon Web Services, Inc. or its affiliates. All

    rights reserved. S U M M I T 1. Train machine learning model on the cloud 2. Deploy optimized model to target devices running on Intel or NVIDIA hardware 3. Create and accelerate inference applications on the edge AWS Greengrass ML Inference