Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease. by Meredith Cox, J C Panagides, Azadeh Tabari, Sanjeeva Kalva, Jayashree Kalpathy-Cramer, Dania Daye

Get full text

Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease by Meredith Cox, J. C. Panagides, Azadeh Tabari, Sanjeeva Kalva, Jayashree Kalpathy-Cramer, Dania Daye

Get full text

A review of deep learning for brain tumor analysis in MRI by Felix J. Dorfner, Jay B. Patel, Jayashree Kalpathy-Cramer, Elizabeth R. Gerstner, Christopher P. Bridge

Get full text

Improving the repeatability of deep learning models with Monte Carlo dropout by Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer

Get full text

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement by Anusua Trivedi, Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K. Bhatraju, W. Conrad Liles, Jayashree Kalpathy-Cramer, Aaron Y. Lee, Juan M. Lavista Ferres

Get full text

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement. by Anusua Trivedi, Caleb Robinson, Marian Blazes, Anthony Ortiz, Jocelyn Desbiens, Sunil Gupta, Rahul Dodhia, Pavan K Bhatraju, W Conrad Liles, Jayashree Kalpathy-Cramer, Aaron Y Lee, Juan M Lavista Ferres

Get full text

Repeatability of Cerebral Perfusion Using Dynamic Susceptibility Contrast MRI in Glioblastoma Patients by Kourosh Jafari-Khouzani, Kyrre E. Emblem, Jayashree Kalpathy-Cramer, Atle Bjørnerud, Mark G. Vangel, Elizabeth R. Gerstner, Kathleen M. Schmainda, Kamran Paynabar, Ona Wu, Patrick Y. Wen, Tracy Batchelor, Bruce Rosen, Steven M. Stufflebeam

Get full text

Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging by Matthew D. Li, Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell, James M. Brown, Praveer Singh, Katharina V. Hoebel, Deniz Erdoğmuş, Stratis Ioannidis, William E. Palmer, Michael F. Chiang, Jayashree Kalpathy-Cramer

Get full text

EyeLiner by Yoga Advaith Veturi, MSc, Steve McNamara, OD, Scott Kinder, MS, Christopher William Clark, MS, Upasana Thakuria, MS, Benjamin Bearce, MS, Niranjan Manoharan, MD, Naresh Mandava, MD, Malik Y. Kahook, MD, Praveer Singh, PhD, Jayashree Kalpathy-Cramer, PhD

Get full text

Reproducible and clinically translatable deep neural networks for cervical screening by Syed Rakin Ahmed, Brian Befano, Andreanne Lemay, Didem Egemen, Ana Cecilia Rodriguez, Sandeep Angara, Kanan Desai, Jose Jeronimo, Sameer Antani, Nicole Campos, Federica Inturrisi, Rebecca Perkins, Aimee Kreimer, Nicolas Wentzensen, Rolando Herrero, Marta del Pino, Wim Quint, Silvia de Sanjose, Mark Schiffman, Jayashree Kalpathy-Cramer

Get full text

Assessing generalizability of an AI-based visual test for cervical cancer screening. by Syed Rakin Ahmed, Didem Egemen, Brian Befano, Ana Cecilia Rodriguez, Jose Jeronimo, Kanan Desai, Carolina Teran, Karla Alfaro, Joel Fokom-Domgue, Kittipat Charoenkwan, Chemtai Mungo, Rebecca Luckett, Rakiya Saidu, Taina Raiol, Ana Ribeiro, Julia C Gage, Silvia de Sanjose, Jayashree Kalpathy-Cramer, Mark Schiffman

Get full text

Design of the HPV-automated visual evaluation (PAVE) study: Validating a novel cervical screening strategy by Silvia de Sanjosé, Rebecca B Perkins, Nicole Campos, Federica Inturrisi, Didem Egemen, Brian Befano, Ana Cecilia Rodriguez, Jose Jerónimo, Li C Cheung, Kanan Desai, Paul Han, Akiva P Novetsky, Abigail Ukwuani, Jenna Marcus, Syed Rakin Ahmed, Nicolas Wentzensen, Jayashree Kalpathy-Cramer, Mark Schiffman, On behalf of the PAVE Study Group

Get full text

Hematopoietic stem-cell gene therapy is associated with restored white matter microvascular function in cerebral adrenoleukodystrophy by Arne Lauer, Samantha L. Speroni, Myoung Choi, Xiao Da, Christine Duncan, Siobhan McCarthy, Vijai Krishnan, Cole A. Lusk, David Rohde, Mikkel Bo Hansen, Jayashree Kalpathy-Cramer, Daniel J. Loes, Paul A. Caruso, David A. Williams, Kim Mouridsen, Kyrre E. Emblem, Florian S. Eichler, Patricia L. Musolino

Get full text

Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels by Adam Hanif, MD, İlkay Yıldız, PhD, Peng Tian, PhD, Beyza Kalkanlı, BS, Deniz Erdoğmuş, PhD, Stratis Ioannidis, PhD, Jennifer Dy, PhD, Jayashree Kalpathy-Cramer, PhD, Susan Ostmo, MS, Karyn Jonas, BSN, R. V. Paul Chan, MD, MBA, Michael F. Chiang, MD, J. Peter Campbell, MD, MPH

Get full text

Generalizable deep neural networks for image quality classification of cervical images by Syed Rakin Ahmed, Brian Befano, Didem Egemen, Ana Cecilia Rodriguez, Kanan T. Desai, Jose Jeronimo, Kayode O. Ajenifuja, Christopher Clark, Rebecca Perkins, Nicole G. Campos, Federica Inturrisi, Nicolas Wentzensen, Paul Han, Diego Guillen, Judy Norman, Andrew T. Goldstein, Margaret M. Madeleine, Yeycy Donastorg, Mark Schiffman, Silvia de Sanjose, Jayashree Kalpathy-Cramer, the PAVE Study Group

Get full text

Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity by Wei-Chun Lin, MD, PhD, Brian K. Jordan, MD, PhD, Brian Scottoline, MD, PhD, Susan R. Ostmo, MS, Aaron S. Coyner, PhD, Praveer Singh, PhD, Jayashree Kalpathy-Cramer, PhD, Deniz Erdogmus, PhD, R.V. Paul Chan, MD, MSc, Michael F. Chiang, MD, J. Peter Campbell, MD, MPH

Get full text

Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches by Tahsin Kurc, Spyridon Bakas, Spyridon Bakas, Spyridon Bakas, Xuhua Ren, Aditya Bagari, Alexandre Momeni, Yue Huang, Lichi Zhang, Ashish Kumar, Marc Thibault, Qi Qi, Qian Wang, Avinash Kori, Olivier Gevaert, Yunlong Zhang, Dinggang Shen, Dinggang Shen, Mahendra Khened, Xinghao Ding, Ganapathy Krishnamurthi, Jayashree Kalpathy-Cramer, James Davis, Tianhao Zhao, Rajarsi Gupta, Rajarsi Gupta, Joel Saltz, Keyvan Farahani

Get full text

Generative Artificial Intelligence Through ChatGPT and Other Large Language Models in Ophthalmology by Ting Fang Tan, MBBS, Arun James Thirunavukarasu, BA MB, BChir (Cantab), J. Peter Campbell, MD, MPH, Pearse A. Keane, MD, FRCOphth, Louis R. Pasquale, MD, FARVO, Michael D. Abramoff, MD, PhD, Jayashree Kalpathy-Cramer, PhD, Flora Lum, MD, Judy E. Kim, MD, FARVO, Sally L. Baxter, MD, MSc, Daniel Shu Wei Ting, MD, PhD

Get full text

Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment by Jimmy S. Chen, MD, Jamie E. Anderson, BS, Aaron S. Coyner, PhD, Susan Ostmo, MS, Kemal Sonmez, PhD, Deniz Erdogmus, PhD, Brian K. Jordan, MD, PhD, Cynthia T. McEvoy, MD, MCR, Dmitry Dukhovny, MD, MPH, Robert L. Schelonka, MD, R.V. Paul Chan, MD, Praveer Singh, PhD, Jayashree Kalpathy-Cramer, PhD, Michael F. Chiang, MD, MA, J. Peter Campbell, MD, MPH

Get full text

Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia by Emily Cole, MD, MPH, Nita G. Valikodath, MD, MS, Tala Al-Khaled, MD, Sanyam Bajimaya, MBBS, MD, Sagun KC, MSc, Tsengelmaa Chuluunbat, MD, Bayalag Munkhuu, MD, Karyn E. Jonas, MSN, RN-BC, Chimgee Chuluunkhuu, MD, Leslie D. MacKeen, BSc, Vivien Yap, MD, Joelle Hallak, PhD, Susan Ostmo, MSc, Wei-Chi Wu, MD, PhD, Aaron S. Coyner, PhD, Praveer Singh, PhD, Jayashree Kalpathy-Cramer, PhD, Michael F. Chiang, MD, J. Peter Campbell, MD, MPH, R. V. Paul Chan, MD

Get full text