Topic 1: AI to improve accuracy of diagnosis and health risk assessment
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Nan Wu, Jason Phang, Jungkyu Park, Yiqiu Shen, Zhe Huang, Masha Zorin, Stanisław Jastrzębski et al.
Presented By: Krzysztof J. Geras
Topic 2: AI to improve selection of treatment options
Automated prognosis of prenatal hydronephrosis
Lauren Erdman, Marta Skreta, Mandy Rickard, Carson McLean, Aziz Mezlini, Anne-Sophie Blais, Michael Brudno et al.
Topic 3: AI to improve step-by-step clinical pathways used to apply treatments
Topic 6: AI to improve patients’ ability to self-assess symptoms, select and implement self-care options to avoid use of or more successfully partner with health care professionals
Tuning semantic consistency of active medical diagnosis: a walk on the semantic simplex
Albert Buchard, Adam Baker, Konstantinos Gourgoulias, Alexandre Navarro, Yura Perov, Max Zwiessele, and Saurabh Johri
A comparative study of artificial intelligence and human doctors for the purpose of triage and diagnosis
Salman Razzaki, Adam Baker, Yura Perov, Katherine Middleton, Janie Baxter, Daniel Mullarkey, Davinder Sangar et al.
Presented by: Saurabh Johri
Rapid Automated Cardiac Imaging
A. De Goyeneche, N.O. Addy1 H. Islam, E. Peterson, W.R. Overall, J.M. Santos, B.S. Hu
Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning
Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac et al.
AI-Assisted Thyroid Malignancy Prediction From Whole-Slide Images
David Dov∗, Shahar Z. Kovalsky†, Jonathan Cohen‡, Danielle Elliott Range§, Ricardo Henao*, Lawrence Carin*
Facilitating the Adoption of Reflectance Confocal Microscopy (RCM) in Clinical Cancer Care Practice with Machine Learning
Kivanc Kose, Alican Bozkurt, Christi Alessi-Fox, Melissa Gill, Dana H. Brooks, Jennifer G. Dy, Milind Rajadhyaksha
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning
Justin D Krogue MD*, Kaiyang Cheng (Victor), Kevin M Hwang MD, Paul Toogood MD, Eric G Meinberg MD, Erik J Geiger MD, Musa Zaid MD, et al.
MobileClinic: An end-to-end software architecture for analyzing human movement on a mobile device
Sreehari Rammohan, Łukasz Kidzinski, Scott Delp
DeepSOFA: Clinical Deep Learning for Real-Time Acuity Assessments of Critically Ill ICU Patients
Benjamin Shickel, Tyler Loftus, Lasith Adhikari, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Parisa Rashidi
Diagnostic Screening of Cognitive Status with Dialogue Agent
Fengyi Tang, Ikechukwu Uchendu, Fei Wang, Hiroko H. Dodge, Jiayu Zhou
Ada Health: AI-powered Symptom Assessment Platform leads to improved patient experience, improved care outcomes, and clinician efficiencies
Dr. Vishaal Virani and Dr. Stephen Miller
Quantification of Donor Liver Steatosis Using a Computer Imaging Platform
Linfeng Yang*, Raja R Narayan*, Simon Chen, Charles Hsu, Natasha Abadilla, John Higgins, Marc L. Melcher
Early Screening for Children with Fetal Alcohol Spectrum Disorder via Natural Viewing Behavior
Chen Zhang, James Reynolds, Douglas P. Munoz, Laurent Itti