Research talks: Showcasing health equity, access, and resilience collaborations
Skills:
Systems Design Basics60%
This series of talks feature Health Delivery research and innovation, collaboration networks, and the next generation of research talent.
00:00 Introduction
Speakers:
Brianna Goodwin, Data Science Researcher, Microsoft Research & Incubations
Brooke Loughrin, Global Health Access Incubation Lead, Microsoft Research & Incubations
05:37 Research Talk: Increasing access to health measurement through mobile-based, noncontact sensing
Speakers:
CJ Park, PhD Student & Research Intern, University of Washington
Daniel McDuff, Microsoft Research Redmond
The SARS-CoV-2 (COVID-19) pandemic has acutely highlighted the growing need for technology that supports accessible healthcare. One example is in the number appointments held via telehealth and mobile health platforms, which has greatly increased due to stay-at-home orders and greater burdens on healthcare systems. Experts suggest that particular attention be given to cardiovascular and pulmonary protection during the treatment of many conditions, but physicians lack access to objective measurements of a patient’s condition due to the inability to capture vital signs. In this talk, we will present work on methods that leverage ordinary sensors, such as webcams, to measure physiological signals, such as peripheral blood flow, heart rate, respiration, blood oxygenation, and blood pressure. We will discuss our work in developing state-of-the-art neural models to help us learn more robust representations and achieve performance close to that of medical-grade devices.
19:04 Research talk: How to build a better digital health system: Lessons learned from 13 countries
Speakers:
Bill Thies, Sr. Principal Researcher, Microsoft Research India
Patricia Moscibrodzki, Research Consultant, London School of Hygiene and Tropical Medicine
As countries continue to adapt digital tools to their national health systems, it will be important to learn from the experiences gained in other settings. To this end, we examined digital health syste
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Frontiers in ML: Learning from Limited Labeled Data: Challenges and Opportunities for NLP
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Frontiers in Machine Learning: Climate Impact of Machine Learning
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Frontiers in Machine Learning: Security and Machine Learning
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Hope Speech and Help Speech: Surfacing Positivity Amidst Hate
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Early Indicators of the Effect of the Global Shift to Remote Work on People with Disabilities
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Remote Work and Well-Being
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Challenges and Gratitude of Software Developers During COVID-19 Working From Home
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Towards a Practical Virtual Office for Mobile Knowledge Workers
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Impact of COVID-19 crisis on the future of work in India
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Empowering and Supporting Remote Software Development Team Members through a Culture of Allyship
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How Work From Home Affects Collaboration: Information Workers in a Natural Experiment During COVID19
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Phong Surface: Efficient 3D Model Fitting using Lifted Optimization
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Managing Tasks Across the Work-Life Boundary: Opportunities, Challenges, and Directions
Microsoft Research
Microsoft Urban Futures Summer Workshop | Data Driven Urban Transformation [Day 1]
Microsoft Research
Microsoft Urban Futures Summer Workshop | Sensors and Data [Day 2]
Microsoft Research
Microsoft Urban Futures Summer Workshop | Policy and Social Impact [Day 3]
Microsoft Research
Directions in ML: Algorithmic foundations of neural architecture search
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MineRL Competition 2020
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Can we make better software by using ML and AI techniques? With Chandra Maddila and Chetan Bansal
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From Paper to Product
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SkinnerDB: Regret Bounded Query Evaluation using RL
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From SqueezeNet to SqueezeBERT: Developing Efficient Deep Neural Networks
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Programming with Proofs for High-assurance Software
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Platform for Situated Intelligence Overview
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Directional Sources & Listeners in Interactive Sound Propagation using Reciprocal Wave Field Coding
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Galactic Bell Star Music Demo
Microsoft Research
Importing Animations in Microsoft Expressive Pixels (9 of 9)
Microsoft Research
Welcome to Microsoft Expressive Pixels (1 of 9)
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Getting Started with Microsoft Expressive Pixels (2 of 9)
Microsoft Research
Creating an Image in Microsoft Expressive Pixels (3 of 9)
Microsoft Research
Creating Animations in Microsoft Expressive Pixels (4 of 9)
Microsoft Research
Managing Animation Galleries in Microsoft Expressive Pixels (5 of 9)
Microsoft Research
Creating Fragments in Microsoft Expressive Pixels (6 of 9)
Microsoft Research
Using Layers in Microsoft Expressive Pixels (7 of 9)
Microsoft Research
Exporting Animations with Microsoft Expressive Pixels (8 of 9)
Microsoft Research
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 2/2)
Microsoft Research
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)
Microsoft Research
Planeverb: Interactive sound propagation for dynamic scenes using 2D wave simulation
Microsoft Research
Making cryptography accessible, efficient, and scalable with Dr. Divya Gupta and Dr. Rahul Sharma
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Beyond the mega-data center: networking multi-data center regions (SIGCOMM 2020 Talk)
Microsoft Research
Optics for the cloud – Light at the end of the tunnel? (SIGCOMM 2020 Workshop)
Microsoft Research
Beyond the mega-data center: networking multi-data center regions (SIGCOMM 2020 short talk)
Microsoft Research
Sirius: A Flat Datacenter Network with Nanosecond Optical Switching (SIGCOMM 2020 short talk)
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Novel Image Captioning
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Forest Sound Scene Simulation and Bird Localization with Distributed Microphone Arrays
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Decoding Music Attention from “EEG headphones”: a User-friendly Auditory Brain-computer Interface
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How does holographic storage work?
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The physics of hologram formation in iron doped lithium niobate
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Introduction to coax: A Modular RL Package
Microsoft Research
Directions in ML: "Neural architecture search: Coming of age"
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Microsoft Research AI Breakthroughs 2020: 20 minute research talks + Q&A panel
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Fireside Chat with Johannes Gehrke during Microsoft Research AI Breakthroughs 2020
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Fireside Chat with Susan Dumais during Microsoft Research AI Breakthroughs 2020
Microsoft Research
Microsoft Research AI Breakthroughs 2020: 20 minute research talks, Q&A panel, and event wrap-up
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Clinical Research with FHIR
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Soundscape Street Preview
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Tilt-Responsive Techniques for Digital Drawing Boards
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SurfaceFleet: Exploring Distributed Interactions Unbounded from Device, Application, User, and Time
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Haptic PIVOT: On-Demand Handhelds in VR
Microsoft Research
SurfaceFleet Supplemental Video Demonstration (UIST 2020)
Microsoft Research
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Chapters (3)
Introduction
5:37
Research Talk: Increasing access to health measurement through mobile-based, non
19:04
Research talk: How to build a better digital health system: Lessons learned from
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