Star Trek’s Tricorder: Science Fiction or Future Science?

Katarzyna Wac & The QoL Lab
Katarzyna Wac & The QoL LabResearch Lab at University of Geneva & Copenhagen & Stanford
••
r r enhed vn” og ”: jen, ” > g dato” o og vn” i Navigating The Technological Future or Star Trek’s Tricorder: Science Fiction or Future Science? Prof. Katarzyna Wac 1,2 1 Human-Centric Computing, University of Copenhagen, Denmark 2 Quality of Life Technologies lab, University of Geneva, Switzerland EMAIL: katarzyna.wac@unige.ch & wac@di.ku.dk WEB: www.qol.unige.ch TWITTER: @katewac LINKEDIN and SLIDESHARE: /KatarzynaWac 21st Congress of the EAHP, Vienna, Austria, 2016
Disclosure Relevant Financial Relationships NONE Off-Label Investigational Uses NONE
Fasten Your Seatbelts
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Machines That Sent Man To The Moon (’60s)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Smartwatch Vision (’80s)
Today…
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
Star Trek’s Tricorder: Science Fiction or Future Science?
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Star Trek’s Tricorder: Science Fiction or Future Science?
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uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i The Downside: Homo-Distractus It keeps me from looking at my phone every 30 seconds…
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Back to Health…
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Challenge Today Imprecision medicine = Population health & average patient
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Top 10 Drugs Our Patients Do Not Respond To (US) 1 in 5 1 in 25 1 in 4 1 in 20 1 in 9 1 in 20 1 in 4 1 in 4 1 in 16 1 in 13
Wasted Efforts (US-based Numbers, by E. Topol) 79% costs on 10 top drugs wasted
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Imprecision medicine Population, average patienti
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i the right patient the right treatment (e.g., medicine) the right dose the right route the right time the right information the right documentation
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Squaring The Curve
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Ultimate Tricorder (Elysium Movie)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Precision medicine [Personalized, Preventative, Proactive, Participatory] -  Average is over: patienti -  POC is where the patient is -  Toolbox is expanded beyond a stethoscope and a pill -  Approach to health is holistic
Towards Star Trek Tricorder •  POC Diagnostics / Portable Medical Devices •  Wearables •  Information Systems & Artificial Intelligence (AI) •  3-Dimensional (3D) Printing •  Crowdsourcing •  Star Trek State Of Mind
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i point of care diagnostics portable medical devices
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i point of care diagnostics portable medical devices genetics
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Contributors To Premature Death
~1Tb/day Timeline of Commercial High-Throughput Sequencing Platforms (speed/day) 3000 x human genome
Star Trek’s Tricorder: Science Fiction or Future Science?
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Decreasing Cost
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? The Molecular Stethoscope
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Consumers: Genetics & Drug Response
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i infectious diseases point of care diagnostics portable medical devices
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Story of Joshua Osborne Infection
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? miniPCR
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i cancer point of care diagnostics portable medical devices
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Chromosomal locations of 114 cancer predisposition genes
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder?
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Genomics Consumers: Genetics & Cancer
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i beyond genetics point of care diagnostics portable medical devices
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i First Tricorder: Stethoscope (1816) Thinklabs Eko Devices Zargis Medical
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? All Around.
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Blood Pressure (Withings), Sp02 (iChoice), ECG (Alivecor)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i ‘Sticker’ Based Diagnostic (RDS) ECG (1 lead) Heart Rare (HR) HR variability (Hrvar) Respiratory Rate Respiratory Depth Oxygen Saturation (Sp02) Temperature Physical Activity Wearable, Wireless, Waterproof
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Ear (CellScope), Eye (PEEK, eyeNetra), Oral Health (OScan)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Portable Ultrasound (Philips, Toshiba)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? In Your Pocket.
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Colon Check Via a Pill (PillCam) polyp
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Intra-body: Vital Signs or Gases via A Pill ECG Resp. Rate Acoustics
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i ‘Lab on a chip’
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? Attached To Your Phone. Cholesterol (Cornell) Blood, allergens in food, urine analysis mercury in water (holomic/cellmic) STD/HIV, syphilis (Columbia) Vit. D, fertility, influenza inflammation, testosterone (Cue) BP, blood glucose, lipids, incl. bleeding (Qloudlab)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Liquid Biopsy: Heart Attack
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Liquid Biopsy: Cancer
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? Coming Soon To Your Lab.
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Consumers: Blood Tests (incl. drug-induced nutrient depletion) HemoLink Talking20
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Consumers: Cancer
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Consumers: Self-diagnosis (Scanadou)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i wearables
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Marketplaces (Amazon)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Bracelets, Bands, Smart Watches (And Weight Scales) Steps (kcal) Activities Sleep HR, Temp, GSR Phone notifications
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Diabetes Control (Dexcom Sensor, Multiple Watches)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Medication Reminder (WebMD, PillPack)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Medication Reminder (Google)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Sweat Analysis Sweat metabolites (glucose and lactate) Electrolytes (sodium and potassium ions) Skin temperature
Sleep Quality (BASIS PEAK) 49BPM
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Sleep Quality (BASIS PEAK)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Sleep Quality (BASIS PEAK) ~90BPM ~60BPM47BPM 140BPM Good night
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Sleep Quality (BASIS PEAK) Good Night Stressful (Job Talk the Next Day) Vivid Dream No Dinner – Nighttime Hypoglycemia
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Sleep Quality (BASIS PEAK) ~90BPM ~60BPM47BPM 140BPM Good Night Stressful (Job Talk the Next Day) Vivid Dreams No Dinner – Nighttime Hypoglycemia
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Smart Textiles (Myontec, Hexoskin, Athos)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Excess Fluid in CVD (Edema.dk)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Excess Fluid in Heart Failure (toSense) Heart Rate Resp Rate Thoracic Fluid Stroke Volume Cardiac Output Physical Activity
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Smart Lenses Measuring Glucose Level (Google)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Tattoos incl. ECG, EMG, …, Temp, Hydration Level (MC10)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Posture (Lumo Lift)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Brain & Mind (Resp Rate by SPIRE)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Brain & Mind (GSR by PIP, voice by BeyondVerbal, EEG by MUSE, NeuroPro)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Food Scanner (TellSpec, MyScio)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Environment: Air Quality (atmotube, sensaris, TZOA)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Blow (on) Your Phone: Lung Performance (SpiroSmart)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where? GPS For Asthma Inhalers (PropellerHealth)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Medication: Which is Which? (MedSnap)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Medication Reminder: Smart PillBox (GlowCap)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Medication Adherence: Pill & Sensor & ‘Sticker’ (Proteus)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Medication Adherence: Pill & Sensor & ‘Sticker’ (Proteus)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? In the Patient’s Pocket. Wearable Wireless Waterproof Multipurpose Unobtrusive Fashionable Long battery lifetime Further: Non-contact, Ingestible, Bio-degradable, Injectable You can’t list your iPhone as your primary-care physician
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i information systems & AI
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Smarter Care (Google, Dell, IBM)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Smarter Care (Google, Dell, IBM)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Smarter Care (Google, Dell, IBM)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Smarter Care (Google, Dell, IBM)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i AI: From Good to Bad (2009-2013 by Google)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i My ‘check gallbladder’ light came on
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i 3D printing
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Limbs/Casts Prosthetic Parts Medical Equipment Tailor-made Sensors Medical Models Bones Trachea Heart Valve Ear Cartilage Synthetic Skins Tissues with Blood Vessels
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i 3D Printing In-vivo (biopen by Cegene Therapeutics)
Star Trek’s Tricorder: Science Fiction or Future Science?
Star Trek’s Tricorder: Science Fiction or Future Science?
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? Inside 3D Printed Drugs.
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? Inside 3D Printed Drugs.
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? Inside 3D Printed Fish Delivering Drugs.
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i 3d Printed Tissue to Test Drugs (Liver, Kidney by Organovo)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Printing Full Organs (Kidney, Liver)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Human on a Chip (Wyss Institute, Harvard)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i crowdsourcing
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Patients Connect
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Medical Investigation for Patients by Crowds
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Projects & Initiatives
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Where is Your Tricorder? Online. In the App Store.
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Star Trek state of mind •  POC Diagnostics / Portable Medical Devices •  Wearables •  Information Systems & AI •  3D printing •  Crowdsourcing
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i the right patient the right treatment (e.g., medicine) the right dose the right route the right time the right information the right documentation
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Squaring The Curve
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i The Challenge (One of Many)
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i
Star Trek’s Tricorder: Science Fiction or Future Science?
Star Trek’s Tricorder: Science Fiction or Future Science?
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i The Challenge (One of Many) à We Are Working On It!
Star Trek’s Tricorder: Science Fiction or Future Science?
uden g t- forøg tre- den g, k vn” og ”: jen, ” > g dato” o og vn” i Precision medicine [Personalized, Preventative, Proactive, Participatory] -  Average is over: patienti -  POC is where the patient is -  Toolbox is expanded beyond a stethoscope and a pill -  Approach to health is holistic
r r enhed vn” og ”: jen, ” > g dato” o og vn” i Connect with Me to Design Your Next Tricorder! Prof. Katarzyna Wac 1,2 & QoL Team & Funding Agencies Supporting The Research 1 Human-Centric Computing, University of Copenhagen, Denmark 2 Quality of Life Technologies lab, University of Geneva, Switzerland EMAIL: katarzyna.wac@unige.ch & wac@di.ku.dk WEB: www.qol.unige.ch TWITTER: @katewac LINKEDIN and SLIDESHARE: /KatarzynaWac 21st Congress of the EAHP, Vienna, Austria, 2016
You have been pretty sedentary for 60 minutes… Time to stretch your legs?
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Star Trek’s Tricorder: Science Fiction or Future Science?

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Education

Keynote at the 21st Congress of the European Association of Hospital Pharmacists (EAHP), 2016. Thank You for referencing this work, if you find it useful! Reference/Citation for a latest scientific paper related to this talk: Katarzyna Wac, Maddalena Fiordelli, Mattia Gustarini, Homero Rivas, Quality of Life Technologies: Experiences from the Field and Key Research Challenges, IEEE Internet Computing, Special Issue: Personalized Digital Health, July/August 2015. FULL VIDEO OF THE TALK: http://quadia.webtvframework.com/farma_actueel/_app/presentation/?offset=0&id=1371946 Slides/Videos URLs: Slide 66 http://www.youtube.com/watch?v=r9bLZFxTb_0 Slide 98 http://www.youtube.com/watch?v=-hhOtjdkU34 Slide 117 http://www.youtube.com/watch?v=9mHnCnX4al0 Slide 120 http://www.youtube.com/watch?v=pw68x_4L2NQ Slide 139 DELL video: Confidential, Restricted Use Rights

Katarzyna Wac & The QoL Lab
Katarzyna Wac & The QoL LabResearch Lab at University of Geneva & Copenhagen & Stanford

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Can Data Decide Your Health? Quality of Life Technologies Lab by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•543 views
Quality of Life Technologies: From Cure to Care by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•692 views
Peer-vasive Computing: Leveraging Peers to Enhance the Accuracy of Self-Repor... by Katarzyna Wac & The QoL Lab
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Peer-vasive Computing: Leveraging Peers to Enhance the Accuracy of Self-Repor...
Katarzyna Wac & The QoL Lab•358 views
Peer-ceived Well-Being: Exploring the Value of Peers for Human Stress Assessm... by Katarzyna Wac & The QoL Lab
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Peer-ceived Well-Being: Exploring the Value of Peers for Human Stress Assessm...
Katarzyna Wac & The QoL Lab•442 views
mQoL: Mobile Quality of Life Lab: From Behavior Change to QoL by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•376 views
"Digital Health & Quality of Life Technologies" Lab Introduction (Nov 2017) by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•137 views
From Quantified Self to Quality of Life by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•665 views
Mental Health Care Technologies: Context-Aware Stress Assessment and Stress C... by Katarzyna Wac & The QoL Lab
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Mental Health Care Technologies: Context-Aware Stress Assessment and Stress C...
Katarzyna Wac & The QoL Lab•535 views
Innovations for Global Health Challenges: Private Sector and Research View by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•940 views
MIQModel: Predictive Model for Mobile Internet by Katarzyna Wac & The QoL Lab
MIQModel: Predictive Model for Mobile InternetMIQModel: Predictive Model for Mobile Internet
MIQModel: Predictive Model for Mobile Internet
Katarzyna Wac & The QoL Lab•516 views
Quality of Life Technologies: From Fundamentals of Mobile Computing to Patter... by Katarzyna Wac & The QoL Lab
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Quality of Life Technologies: From Fundamentals of Mobile Computing to Patter...
Katarzyna Wac & The QoL Lab•735 views
Towards a Predictive Model for Mobile Internet Quality by Katarzyna Wac & The QoL Lab
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Towards a Predictive Model for Mobile Internet Quality
Katarzyna Wac & The QoL Lab•805 views
iSenseStress: Assessing Stress Through Human-Smartphone Interaction Analysis by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•943 views
Smartphone Based Ambulatory Assessment of Health Risks: Literature Review by Katarzyna Wac & The QoL Lab
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Smartphone Based Ambulatory Assessment of Health Risks: Literature Review
Katarzyna Wac & The QoL Lab•2.1K views
Smartphone as a Personal Pervasive Health Information Services Platform by Katarzyna Wac & The QoL Lab
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Katarzyna Wac & The QoL Lab•1.1K views
QoS and QoE for medical applications by Katarzyna Wac & The QoL Lab
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QoS and QoE for medical applications
Katarzyna Wac & The QoL Lab•1K views
mHealth Services Science - Science in the Service of Life Quality by Katarzyna Wac & The QoL Lab
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mHealth Services Science - Science in the Service of Life Quality
Katarzyna Wac & The QoL Lab•867 views
Factors Influencing Quality of Experience of Commonly-Used Mobile Applications by Katarzyna Wac & The QoL Lab
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Factors Influencing Quality of Experience of Commonly-Used Mobile Applications
Katarzyna Wac & The QoL Lab•1.3K views

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