Jared Dunnmon - Publications, H-index & Citations

Jared Dunnmon

Duke University

22H指数

61论文数

2.1K被引数

收录论文 11

发表时间

Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-01-01

OAAI

Tang, Siyi; Tariq, Amara; Dunnmon, Jared A.; Sharma, Umesh; Elugunti, Praneetha; Rubin, Daniel L.; Patel, Bhavik N.; Banerjee, Imon

Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT

NATURE COMMUNICATIONS

IF15.7

2021-03-25

OAAI

Eyuboglu, Sabri; Angus, Geoffrey; Patel, Bhavik N.; Pareek, Anuj; Davidzon, Guido; Long, Jin; Dunnmon, Jared; Lungren, Matthew P.

Comparison of segmentation-free and segmentation-dependent computer-aided diagnosis of breast masses on a public mammography dataset

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2021-01-01

OAAI

Lee, Rebecca Sawyer; Dunnmon, Jared A.; He, Ann; Tang, Siyi; Re, Christopher; Rubin, Daniel L.

PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging (vol 66, pg 121, 2020)

NPJ DIGITAL MEDICINE

IF15.1

2020-07-28

OAAI

Huang, Shih-Cheng; Kothari, Tanay; Banerjee, Imon; Chute, Chris; Ball, Robyn L.; Borus, Norah; Huang, Andrew; Patel, Bhavik N.; Rajpurkar, Pranav; Irvin, Jeremy; Dunnmon, Jared; Bledsoe, Joseph; Shpanskaya, Katie; Dhaliwal, Abhay; Zamanian, Roham; Ng, Andrew Y.; Lungren, Matthew P.

Cross-Modal Data Programming Enables Rapid Medical Machine Learning

PATTERNS

IF7.4

2020-05-01

OAAI

Dunnmon, Jared A.; Ratner, Alexander J.; Saab, Khaled; Khandwala, Nishith; Markert, Matthew; Sagreiya, Hersh; Goldman, Roger; Lee-Messer, Christopher; Lungren, Matthew P.; Rubin, Daniel L.; Re, Christopher

PENet-a scalable deep-learning model for automated diagnosis of pulmonary embolism using volumetric CT imaging

NPJ DIGITAL MEDICINE

IF15.1

2020-04-24

OAAI

Weak supervision as an efficient approach for automated seizure detection in electroencephalography

NPJ DIGITAL MEDICINE

IF15.1

2020-04-20

OAAI

Saab, Khaled; Dunnmon, Jared; Re, Christopher; Rubin, Daniel; Lee-Messer, Christopher

Automated abnormality detection in lower extremity radiographs using deep learning

NATURE MACHINE INTELLIGENCE

IF23.9

2019-12-09

PREAI

Varma, Maya; Lu, Mandy; Gardner, Rachel; Dunnmon, Jared; Khandwala, Nishith; Rajpurkar, Pranav; Long, Jin; Beaulieu, Christopher; Shpanskaya, Katie; Li Fei-Fei; Lungren, Matthew P.; Patel, Bhavik N.

Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences

NATURE COMMUNICATIONS

IF15.7

2019-07-15

OAAI

Fries, Jason A.; Varma, Paroma; Chen, Vincent S.; Xiao, Ke; Tejeda, Heliodoro; Saha, Priyanka; Dunnmon, Jared; Chubb, Henry; Maskatia, Shiraz; Fiterau, Madalina; Delp, Scott; Ashley, Euan; Re, Christopher; Priest, James R.

Assessment of Convolutional Neural Networks for Automated Classification of Chest Radiographs

RADIOLOGY

IF15.2

2019-02-01

155

OAAI

Dunnmon, Jared A.; Yi, Darvin; Langlotz, Curtis P.; Re, Christopher; Rubin, Daniel L.; Lungren, Matthew P.

Power extraction from aeroelastic limit cycle oscillations

JOURNAL OF FLUIDS AND STRUCTURES

IF3.5

2011-11-01

204

PREAI

Dunnmon, J. A.; Stanton, S. C.; Mann, B. P.; Dowell, E. H.

研究方向