ModuLab DLC-Medical5

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Dongheon Lee

Grand Challenges Biomedical Imaging Analysis (Surgical Workflow Analysis in the SeonsorOR)

Health & Medicine

The sub-challenge “Surgical Workflow Analysis in the SensorOR” focuses on the online workflow analysis of
laparoscopic surgeries. Participants are challenged to segment colorectal surgeries into surgical phases based on
video and/or sensor data. Participants are encouraged (but not required!) to submit different results based on video
frames, sensor data and also their combination. This novel kind of challenge investigates whether additional sensor
data from medical devices improves recognition compared to mere video analysis and whether algorithms can
handle the variations in colorectal surgery.

For evaluation of submitted results, standard metrics such as precision, recall, accuracy and the Jaccard
index will be used. Participants are free to use third party public data to augmented the provided training
data. Participants are encouraged, but not required, to also submit results without pretraining to allow
future comparisons.

vDatasets (preprocessed)
Prokto1 Rektum1 Sigma1
Phase 0 Phase 1 Phase 3 Phase 4 Phase 5 Phase 6 Phase 7 Phase 8 Phase 10 Phase 11 Phase 12

https://endovissub2017-workflow.grand-challenge.org/site/EndoVisSub2017-
Workflow/serve/public_html/EndoVis17_SurgicalWorkflowAnalysis.pdf/

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• EMR System Analyst • Consulting Sales and clients on various Health IT Product (HERs,EMRs, Patient Portals, Labcorp Client Products). Liaison between Corp IT and Various Vendors. Developing new workflows for each unique physician practice. • Include onboarding various Hospital HIS system and assist pre/post live support. • Project Management of clinical office’s EDI implementations. • Post-live Clinical duties include visiting with Physicians and taking their feedback to Corp IT to help improve Labcorp results. • Managing various departments within Labcorp to help projects live. • Responsible for planning, implementing and supporting customers and a variety of EMR vendor applications interface. • Tests and verifies that EMR solutions are performing according to standards. • Researches, analyzes, and recommends solutions to potential interface problems. • Experienced medical professional with evidence of consistently meeting and exceeding established goals related to management, training and education, and client relations • Skilled in building long-term relationships with all levels of hospital staff and reference laboratories and medical equipment representatives • Effectively promoted organizational growth and staff development, securing necessary industry- related designations, and increasing overall patient volume • Self-motivated to ably coordinate daily clinic functions, with excellent interpersonal communications, relationship management and presentation skills • Participated in over one million HIV tests in the last ten years in different methods, including ELISA, EIA, Oraquick, OraSure and PCR

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Orthopedic device companies have responded to payors’ adoption of bundled payments and FDA’s promotion of digital health tools by commercializing products that track patients beyond the O.R. Digital health tools, including wearables, provide device companies with revenue streams that respond to hospitals’ episode of care requirements and patients’ personalized medicine needs, while simultaneously creating a feedback loop for product ideas. Christopher E. Pelt, M.D., a surgeon enrolled in Zimmer Biomet’s mymobility clinical study with the Apple Watch app, offered perspective on the benefits of wearables and shares ways that the technology will impact patients, surgeons and device companies in the future.

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