Salvando vidas com dispositivos semi-conectados

Apresentada na trilha Saúde 4.0 do TDC Porto Alegre 2019

Transcript

1. Salvando vidas com dispositivos semi-conectados Julio Faerman @faermanj julio.faerman@nubego.io
2. 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
3. “We are no longer patients we are consumers of health.” AWS re:Invent 2014 | Philips Uses AWS to Analyze 15 PB of Patient Data
7. c Brazil’s healthtech sector is new hot spot Manoel Lemos c
8. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. S U M M I T
9. 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
11. Alexa Healthcare Skills
14. { "body": { "version": "1.0", "response": { "outputSpeech": { "type": "PlainText", "text": "Welcome to the Alexa Nursing Skill. Please tell me your name" }, …
16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT Button
23. Nordic Thingy:52 and Thingy:91
26. Security is Job #0
29. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. S U M M I T
34. 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…
35. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. S U M M I T
36. © 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
37. 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)
38. 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
40. © 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
41. https://github.com/awslabs/Amazon-Pollexy
45. Bike safety application
46. Food safety application
48. Obrigado! Julio Faerman @faermanj julio.faerman@nubego.io