Association for Pathology Informatics Virtual Summit 2021
Format:34 videos, size: 5.6 GB
Course Audience: pathologist
Overview:
The Association for Pathology Informatics (API) held a Virtual Digital Pathology and AI Workshop from November 3 – 5, 2021. This was a 3-day virtual workshop, with each daily session lasting 5 hours. The workshop emphasized the practical considerations for digital pathology and AI relevant to the participants’ home practices.
The workshop included a total of twelve 30-minute lectures by national and international experts, punctuated by 15 minutes of audience engagement with Q&A sessions. There was also a virtual tour of the digital pathology labs at Memorial Sloan Kettering Cancer Center.
The learning objectives for all participants included understanding the directions for digital pathology and AI from a domestic U.S. and international perspective, given the advances in technology, market shifts, regulatory changes, and transformation in pathology culture. They also aimed to understand the deployment of digital pathology for their home practices, including operational considerations for remote sign-out, optimization of surgical pathology workflows, and information system integration.
By the end of the workshop, participants were expected to be able to assess their own laboratory and/or pathology practice’s readiness to implement artificial intelligence, including evaluating and implementing the different digital pathology and AI solutions on the market. They were also expected to be able to create the proper business case for digital pathology and AI for their own laboratory/practice, with the ultimate goal of applying this knowledge in order to stand up a digital pathology enabled laboratory at their own sites.
A Digital Pathology Repository of COVID-19 Pathology (Video TS Format)
A Website for Curating Blood Group Antigen Phenotypic and Genetic Data (Video TS Format)
AI & Machine Learning in the Clinical Lab- Moving Towards a Virtual Lab Consultant (Video TS Format)
An AI-Based Solution for Cancer Detection-First Deployment in Clinical Routine in a US Pathology Lab (Video TS Format)
Automated Construction of EHR-Based Computable Phenotypes for Identification of Specific Patients (Video TS Format)
Combining Analytics, Machine Learning, and Decision Support to Improve Clinical Lab Value (Video TS Format)
Custom Web Applications for Continual Improvements to Laboratory Workflows (Video TS Format)
Deployment of an LIS Driven Courier and Sample Tracking Program (Video TS Format)
Development of a Web-Based Tool for Anatomic Pathology Quality Assurance Activity (Video TS Format)
Digital Pathology Operations at MSKCC and COVID-19 Pandemic Response (Video TS Format)
Efficacy of PanopticNets for 3-Dimensional Segmentation of Confocal Microscopy Imaging Data (Video TS Format)
Ensuring Ethical Accountability with AI (Video TS Format)
Exploring the “Dark Matter” of Histopathology with High-Dimensional Machine Learning Approaches (Video TS Format)
Federated Learning for Digital Pathology_ Training Algorithms Without Accessing Patient Data (Video TS Format)
Full-text Search, Information Visualization, Intelligent Alerts, and Interoperability (Video TS Format)
High Throughput Truthing (HTT)- Pathologist Agreement from a Pilot Study (Video TS Format)
Histopathology Image Search for Lymphoma Diagnosis Directly from Hematoxylin and Eosin Slides (Video TS Format)
Informatics Education in Medicine (Video TS Format)
Linguistic Rules for Learning Subjective Tissue Similarity Assessment (Video TS Format)
LIS Data Extraction, Analytics, and Automation via Third Party Vendor (Video TS Format)
Maintaining Quality Diagnosis with Digital Pathology- A Practical Guide to ISO 15189 Accreditation (Video TS Format)
Migration and Display of Legacy Anatomic Pathology (AP) Reports in the Beaker AP Module (Video TS Format)
Multi-Biomarker Analysis for Hodgkin Lymphoma using Automatic Registration (Video TS Format)
Mycobacterial Detection and Localization on WSI Using Machine Learning (Video TS Format)
Novel Slide-Free Microscopy for Direct Tissue-to-Digital Histology (Video TS Format)
Oncoclinicas Transformation to Digital (Video TS Format)
Robotic Process Automation_ A Novel Method in Streamlining Digital Pathology Validation (Video TS Format)
The Impact of Digital Pathology, AI, and Image Analysis on Lab Operations and Workflow (Video TS Format)
The Inside Scoop – Developing Your Career at Any Stage (Video TS Format)
Unsupervised Analysis of Genome-Wide Copy Number Data in Brain Tumors Using R (Video TS Format)
Update of The CAP Whole Slide Imaging Validation Guideline (Video TS Format)
Update on Pathology Informatics Essentials for Residents (PIER) Curriculum (Video TS Format)
Whole Slide Image De-Identification at Scale (Video TS Format)
Why Lab R.O.I. is Rarely Obtained Information…and How to Get It (Video TS Format)