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Top 7 feasible applications of data science in healthcare | Lemberg Solutions
This video will uncover how data science transforms healthcare, which AI use cases are the most helpful for medical services, and how they improve approaches to clinical research, drug discovery, disease diagnosis, and treatment planning.
Along with AI applications in the healthcare industry, you`ll examine why your business should keep up to date with these tech innovations and consider implementing them into your medical solutions.
You will also learn:
- The current state of the AI healthcare market all over the world and how it is expected to grow by 2029
- What changes data science bring to medical services, including clinical investigation, procedures, and patient treatment, and how healthcare facilities can benefit from data science and AI adoption
- The most widespread and helpful use cases of data science in healthcare facilities and how each of them transforms the approach to clinical research, disease diagnoses, and treatment.
Case study: IoT telemedicine platform with integrated ML algorithms for cough sound recognition
lembergsolutions.com/case-study/carepath-iot-device
Case study: GenAI-powered chatbot that assists patients and answers their questions
lembergsolutions.com/case-study/generative-ai-web-app-automate-business-operations
Visit our website: lembergsolutions.com/
Chapters:
00:00 Intro
00:15 Overview of data science in healthcare
00:39 AI healthcare market statistics
0:57 Benefits of data science in healthcare
01:00 Reduced treatment failure
01:22 Improved healthcare workflow
01:55 Decreased manual errors
02:17 Improved patient experience
02:55 7 Data science applications in healthcare
03:02 Data-driven clinical decision making
03:35 Medical imaging
04:05 Surgeon assistance
04:42 Drug discovery
05:10 Remote patient monitoring
05:39 Case study: IoT telemedicine platform for cough sound recognition
05:55 Disease tracking and prevention
06:24 Patient assistance via chatbots
06:53 Case study: Generative AI web app to automate business operations
07:05 Final word
07:44 Contact details
zhlédnutí: 120

Video

KI Studio Talk | Growth Mindset zum Thema Künstliche Intelligenz | Hamburg@work
zhlédnutí 85Před 9 měsíci
Olga Lysak und Kristin Lange diskutieren im KI Studio Talk von hamburg@work die zentralen Aspekte der AI-Technologie und wie sie einen nachhaltigen Wandel in unserer Unternehmenslandschaft ermöglicht. Gleichzeitig betonen sie die Bedeutung der sogenannten Human Skills, deren Stärkung es uns ermöglicht, den Technologiewandel im AI-Zeitalter erfolgreich zu gestalten. Olga Lysak leitet den Hamburg...
Perfect-match web portal for the ANAXAM Technology Transfer Center | Splash Awards
zhlédnutí 50Před rokem
Lemberg Solutions, in cooperation with Digitalution, have built a web portal for ANAXAM Technology Transfer Center that has become a milestone in the digital transformation of this NPO. The new Drupal website perfectly matches the organization's identity, focusing on innovation and facilitating its business growth. DIGITALUTION: digitalution.ch LEMBERG SOLUTIONS: lembergsolutions.com
Prof. Dr. Med. Christian Storm | TCC GmbH | Testimonial
zhlédnutí 110Před rokem
MVP Entwicklung von einem Electronic Nurse Device für ein deutsches Gesundheitsunternehmen: lembergsolutions.com/case-study/electronicnurse-mvp-development-german-healthcare-company TCC GmbH Website: tcc-clinicalsolutions.de LinkedIn: www.linkedin.com/company/tcc-solutions/ Facebook: tccgmbh Lemberg Solutions LinkedIn: www.linkedin.com/company/LembergSolutions Facebook: facebook.co...
IoT: Best Practices aus Energy, Healthcare & SportTech | Hamburg@work | Olga Lysak & Marcus Becker
zhlédnutí 52Před rokem
IoT: Best practices aus Energy, Healthcare & SportTech In this video, Olga Lysak (Lemberg Solutions GMBH) and Marcus Becker (powerfox) share the best IoT practices in Energy, Healthcare, and SportTech industries. Olga and Marcus, speakers at the previous series of Hamburg@work's IoT Business Breakfasts, are now in an interview with Laura Bernschein from Hamburg@work, answering questions for tho...
Electronica 2022 | EW22 | Munich | Overview by Lemberg Solutions
zhlédnutí 128Před rokem
Electronica 2022 in Munich - how it was for Lemberg Solutions' team. Lemberg Solutions is a tech consulting and engineering company that creates IoT products, Digital experiences, and AI solutions. Our clients rely on our full suite of engineering services and industry experience to build new products and bring digital transformation to existing systems. FOLLOW LEMBERG SOLUTIONS Website: lember...
AUTOSAR-based BMS with advanced SoC and SoH algorithms | SPC58 | Case Study | Lemberg Solutions
zhlédnutí 154Před rokem
Lemberg Solutions’ data science team developed enhanced SoC and SoH algorithms that suited the requirements of high-reliability automotive applications. These algorithms use data from such sensors as temperature, current, battery chemistry, and capacity - thus enabling 96-98% SoC algorithm accuracy. Our algorithms ensure correct driving range determination, prolong battery pack lifespan, and re...
Battery Management Systems & AI Solutions for SOC/SOH Values | ARIC Insights | Lemberg Solutions
zhlédnutí 152Před rokem
Webinar on how to determine SoC/SoH values using practical knowledge from developing a BMS hosted by Aric Insights. Learn more about battery management system with advanced SoC and SoH algorithms developed by Lemberg Solutions: lembergsolutions.com/case-study/autosar-based-bms-advanced-soc-and-soh-algorithms Speaker: Dr. Volodymyr Andrushchak, data science team lead at Lemberg Solutions. Need a...
DrupalCon Europe 2022 | Prague | Recap | Lemberg Solutions
zhlédnutí 123Před rokem
On September 20-23, our team of three joined the first-in-a-long-time and much-awaited DrupalCon Europe held in Prague. Tag along as our Drupal developer Mariia Denysiuk, Head of Digital Business Development Roy Vikovych, and Head of Marketing Lilia Demchenko explore sessions, meet clients, and share beers with fellow Drupal lovers. Lemberg Solutions is a tech consulting and engineering company...
LEMBERG SOLUTIONS | IoT, Digital and AI Expertise | LEMBERGSOLUTIONS.COM
zhlédnutí 274Před rokem
LEMBERGSOLUTIONS.COM Lemberg Solutions is a technology consulting and engineering company that creates IoT products, Digital experiences, and AI solutions. Our clients rely on our full suite of engineering services and industry experience to build new products and bring digital transformation to existing systems. With headquarters in Lviv, one of the biggest technology hubs in Eastern Europe, o...
Embedded World 2022 | EW22 | Nuremberg | Overview by Lemberg Solutions
zhlédnutí 133Před 2 lety
This year's Embedded World was such a long-awaited and densely packed event! We're thrilled to have attended and have put together a brief throwback of how Lemberg Solutions' team spent June 21-23 at Nuremberg Messe. Lemberg Solutions is a tech consulting and engineering company that creates IoT products, Digital experiences, and AI solutions. Our clients rely on our full suite of engineering s...
Predictive Maintenance Solution for Industrial Motors | Demo | Lemberg Solutions
zhlédnutí 406Před 2 lety
In this video Slavic Voitovych, our Head of IoT Development, demos an ultrasonic predictive maintenance solution for industrial motors we developed for a client at Embedded World 2022. A full case study with all the technical details is available here: bit.ly/3tU3jxp Lemberg Solutions is a tech consulting and engineering company that creates IoT products, Digital experiences, and AI solutions. ...
Meet Olga Lysak from Lemberg Solutions at Embedded World 2022
zhlédnutí 65Před 2 lety
Hey, Embedded World, we’re here! Our Olga Lysak is waiting for you at booth 318, hall 4 - come over to check out our demos for an automotive BMS an industrial predictive maintenance solution. Lemberg Solutions is a tech consulting and engineering company that creates IoT products, Digital experiences, and AI solutions. Our clients rely on our full suite of engineering services and industry expe...
Meet Slavic Voitovych from Lemberg Solutions at Embedded World 2022
zhlédnutí 120Před 2 lety
Hey, Embedded World, we’re here! Our Slavic Voitovych is waiting for you at booth 318, hall 4 - come over to check out our demos for an automotive BMS an industrial predictive maintenance solution. Lemberg Solutions is a tech consulting and engineering company that creates IoT products, Digital experiences, and AI solutions. Our clients rely on our full suite of engineering services and industr...
Lemberg Talks | Taco Potze, CEO at Open Social | Big Interview
zhlédnutí 229Před 2 lety
Lemberg Talks are back! Now in an exciting new format of video interviews. Check out the very first episode with Taco Potze, CEO at Open Social. In July 2021, when Taco was visiting his LS team in Lviv, we shot an insightful video interview with him. In this conversation with LS Drupal developer Oleh Chemerys, Taco looks back at his very first entrepreneurial pursuits and product-building journ...
Taco Potze | Open Social | Testimonial on Cooperation with Lemberg Solutions
zhlédnutí 117Před 2 lety
Taco Potze | Open Social | Testimonial on Cooperation with Lemberg Solutions
Addison Merchut | Hatch PD | Testimonial on Cooperation with Lemberg Solutions
zhlédnutí 452Před 2 lety
Addison Merchut | Hatch PD | Testimonial on Cooperation with Lemberg Solutions
Your Drupal development partner | Lemberg Solutions
zhlédnutí 154Před 3 lety
Your Drupal development partner | Lemberg Solutions
Building an AI based healthcare platform for remote patient monitoring (Full Webinar)
zhlédnutí 733Před 3 lety
Building an AI based healthcare platform for remote patient monitoring (Full Webinar)
How to conceptualize an IoT product idea and find a professional service team to implement it?
zhlédnutí 78Před 3 lety
How to conceptualize an IoT product idea and find a professional service team to implement it?
What do successful startups have in common?
zhlédnutí 64Před 3 lety
What do successful startups have in common?
How to keep your remote team updated on a roadmap?
zhlédnutí 33Před 3 lety
How to keep your remote team updated on a roadmap?
How to plan your software development so that you can deliver the product in time?
zhlédnutí 39Před 3 lety
How to plan your software development so that you can deliver the product in time?
Security, certifications, and regulatory standards compliance for healthcare IoT devices
zhlédnutí 85Před 3 lety
Security, certifications, and regulatory standards compliance for healthcare IoT devices
How to avoid feature creep when developing an IoT product?
zhlédnutí 130Před 3 lety
How to avoid feature creep when developing an IoT product?
[Webinar] Lemberg IoT Talks: How to Go from Prototype to Production. Featuring LaMetric.
zhlédnutí 296Před 4 lety
[Webinar] Lemberg IoT Talks: How to Go from Prototype to Production. Featuring LaMetric.
Embedded World 2020: Smart Hydroponic System for Growing Microgreens at Home
zhlédnutí 328Před 4 lety
Embedded World 2020: Smart Hydroponic System for Growing Microgreens at Home
Synchronizing footage from two cameras with an OpenCV algorithm
zhlédnutí 6KPřed 4 lety
Synchronizing footage from two cameras with an OpenCV algorithm
Produce Recognition System with Computer Vision for Retail
zhlédnutí 6KPřed 4 lety
Produce Recognition System with Computer Vision for Retail
Join Lemberg at IFA 2019!
zhlédnutí 116Před 5 lety
Join Lemberg at IFA 2019!

Komentáře

  • @prachi-k2y
    @prachi-k2y Před 2 dny

    It’s incredible to think about using AI not just as a tool, but as a partner to enhance our workflows! For me, AI has reshaped my approach to data analysis, helping me spot trends I might have missed otherwise. I’m curious, what tasks have you seen AI really shine in? Let’s keep sharing our experiences!

  • @dafech_911
    @dafech_911 Před 3 měsíci

    Hello. Thank you for the video. I have a question, tho. When you talk about static calibration points, does it mean that the cameras references should be static with regard to the world reference or does it work if the two cameras are moving, but in a car, for example, and the relative position between each other stays the same the whole time?

  • @pratikpatil2866
    @pratikpatil2866 Před 4 měsíci

    This is a very nice idea. if you could creat a vedio which explain how to do that calibration colud be a great learnnig for others.

  • @junyang1710
    @junyang1710 Před 11 měsíci

    I guess using standand camera calibration check board (with some changing color at different grid) might be easier.

  • @Oscar-po9rt
    @Oscar-po9rt Před rokem

    👀 P r o m o S M

  • @javlontursunov6527
    @javlontursunov6527 Před rokem

    How can we send u a direct message ?

  • @Miguelito1
    @Miguelito1 Před 2 lety

    Good job. Brilliant! Five questions: 1. The black box is a dummy boxplaced randomly into the common sight of two cameras. Right? Or is it an active electronic device? 2. Can you extract a single coordinate output for the same person transformed from each cameras 2d sight coordinates. In other words, can you combine the two cameras' unique coordinate outputs into the same global coordinate 3.Did you try stereo calibration and homography to create a single output? 4. What sort of AI edge hw do you use? What are the minimum GPU requirements? 5. You mention an OpenCV algorithm for this. Is it somethin other than stereo camera calibration?

    • @LembergCoUk
      @LembergCoUk Před 2 lety

      Hi, Cemhan. Thank you for your interest and feedback! We intended to use this algorithm as part of a bigger computer vision system for object tracking, for example, to track people in a store. Since one camera may occasionally lose the tracking object, the second camera would be able to continue tracking it. Another use case is to have multiple cameras distributed across a building with each spot being covered by at least two cameras. We did a series of researches in order to understand how accurately the algorithm can track different objects. We used the OpenCV library for fish eye calibration, stereo calibration, and stereo vision. The algorithm itself is fast and can run even on a Raspberry Pi device. However, if you want to combine it with object detection models, you may want to use more powerful hardware, such as NVIDIA Jetson. Of course, you can compute ‘global’ coordinates, but for our research it wasn’t necessary: we only needed to map objects from one camera to another. The blackbox you mentioned was originally used as a ‘sandbox’ where we could flexibly adjust the position of all 8 points to understand how it affects accuracy. It consists of wires extracted from a twisted pair cable and does not contain any electronic parts. If you are interested in experimenting with this algorithm, take a look at the official OpenCV example: docs.opencv.org/4.x/da/de9/tutorial_py_epipolar_geometry.html

  • @rooseveltchandler114
    @rooseveltchandler114 Před 2 lety

    𝓅𝓇o𝓂o𝓈𝓂

  • @gabilancyber
    @gabilancyber Před 2 lety

    Why isn't this installed on all the automatic checks-out over the world? Or is it? At least in Poland, in Biedronka you go with fruits/bakery directly to the self check-out, and you need to choose from the list, which has submenus, making it even more annoying.

    • @marcinkurek7612
      @marcinkurek7612 Před 11 měsíci

      W Warszawskiej Biedronce już widziałem! Jest nadzieja ;-)

  • @dennisasamoah2213
    @dennisasamoah2213 Před 3 lety

    Cool

  • @shobhitdubeyprobro
    @shobhitdubeyprobro Před 3 lety

    Hi! This is interesting, I am working on a similar project which draws inputs from a couple of cameras and post stacking, use an AR glass as a projection device

  • @santiagorivera1003
    @santiagorivera1003 Před 4 lety

    Very cool. Thanks for the video

  • @peppigue
    @peppigue Před 4 lety

    In Norway, produce is weighed at checkout. I got the idea that recognition software could suggest the right product for faster checkout. Then I found someone called VeggieVision who's been working on this since 1997. Don't understand why it isn't in use...

  • @user-yq3xp4cu5g
    @user-yq3xp4cu5g Před 5 lety

    The idea is good. That would be great if your device was installed into the scales. Is it possible for this device to see a difference between tomatoe, persimmon and sharon?

    • @LembergCoUk
      @LembergCoUk Před 5 lety

      That's an interesting question! We haven't tried training the device to recognize these specific fruits, so we don't have a definitive answer. But if we had to guess, we'd say that our device distinguish a tomato from a persimmon. And if we had enough training data, we could probably also train it to differentiate between persimmons and sharons. But even if our current neural network isn't as thorough as we'd hope, it is always possible to tweak it here and there to get the necessary resulsts. We would love to test out your idea, so thanks a lot!

  • @icebergdelphi
    @icebergdelphi Před 9 lety

    DrupalGap should be integrated with Ionic Framework (Angular) ionicframework.com/

  • @LembergCoUk
    @LembergCoUk Před 9 lety

    Visiting #Lviv ‪‬? Don`t miss #DrupalCafeLviv, free-to-attend #Drupal ‪meetups, organized every last Thursday of a month by Lemberg Solutions Limited team. Check out this video to see how it was in May! Next cafe takes place on 25th of June. Contact us for details.

  • @LembergCoUk
    @LembergCoUk Před 9 lety

    We absolutely love the idea behind this app and we were lucky enough to build it! Totally inspiring project! New In 90 #NewIn90 #healhcare #lifestyle #app

  • @RomanNazarkevych
    @RomanNazarkevych Před 9 lety

    Looks great!

  • @LembergCoUk
    @LembergCoUk Před 9 lety

    We absolutely love the idea behind this app and we were lucky enough to build it! Totally inspiring project! Blog post with more details is coming soon. Stay tuned!