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Joseph D. Janizek
Observed names:
Janizek, Joseph,
Janizek, Joseph D.,
Janizek, Joseph David,
Joseph D Janizek
Observed institutions:
Virginia Mason Medical Center,
University of Washington,
University of Chicago,
Future House, Inc.,
Stanford University
ORCID:
0000-0003-1804-7133
Observed ORCID:
0000-0003-1804-7133
OpenAlex ID:
A5006900734
Accurate classification of BRCA1 variants with saturation genome editing
2018
·
Gregory M. Findlay
, Riza M. Daza
, et al.
·
Nature
·
843
PDF
AI for radiographic COVID-19 detection selects shortcuts over signal
2021
·
Alex J. DeGrave
, Joseph D. Janizek
, et al.
·
Nature Machine Intelligence
·
631
PDF
Improving performance of deep learning models with axiomatic attribution priors and expected gradients
2021
·
Gabriel Erion
, Joseph D. Janizek
, et al.
·
Nature Machine Intelligence
·
300
PDF
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks
2020
·
Janizek, Joseph D.
, Sturmfels, Pascal
, et al.
·
arXiv (Cornell University)
·
76
PDF
True to the Model or True to the Data?
2020
·
Chen, Hugh
, Janizek, Joseph D.
, et al.
·
arXiv (Cornell University)
·
73
PDF
Adversarial deconfounding autoencoder for learning robust gene expression embeddings
2020
·
Ayse B Dincer
, Joseph D Janizek
, et al.
·
Bioinformatics
·
72
PDF
Uncovering expression signatures of synergistic drug responses via ensembles of explainable machine-learning models
2023
·
Joseph D. Janizek
, Ayse B. Dincer
, et al.
·
Nature Biomedical Engineering
·
62
Auditing the inference processes of medical-image classifiers by leveraging generative AI and the expertise of physicians
2023
·
Alex J. DeGrave
, Zhuo Ran Cai
, et al.
·
Nature Biomedical Engineering
·
55
Explainable machine learning prediction of synergistic drug combinations for precision cancer medicine
2018
·
Joseph D. Janizek
, Safiye Celik
, et al.
·
bioRxiv (Cold Spring Harbor Laboratory)
·
55
PDF
Learning Explainable Models Using Attribution Priors
2019
·
Gabriel Erion
, Joseph D. Janizek
, et al.
·
53
A cost-aware framework for the development of AI models for healthcare applications
2022
·
Gabriel Erion
, Joseph D. Janizek
, et al.
·
Nature Biomedical Engineering
·
39
An adversarial approach for the robust classification of pneumonia from chest radiographs
2020
·
Joseph D. Janizek
, Gabriel Erion
, et al.
·
ACM Conference on Health, Inference, and Learning (CHIL)
·
35
PDF
PAUSE: principled feature attribution for unsupervised gene expression analysis
2023
·
Joseph D. Janizek
, Anna Spiro
, et al.
·
Genome biology
·
22
PDF
LAB-Bench: Measuring Capabilities of Language Models for Biology Research
2024
·
Laurent, Jon M.
, Janizek, Joseph D.
, et al.
·
arXiv (Cornell University)
·
21
PDF
Deep profiling of gene expression across 18 human cancers
2024
·
Wei Qiu
, Ayse B. Dincer
, et al.
·
Nature Biomedical Engineering
·
19
PDF
Dissection of medical AI reasoning processes via physician and generative-AI collaboration
2023
·
Alex J. DeGrave
, Zhuo Ran Cai
, et al.
·
medRxiv
·
14
PDF
Learning Deep Attribution Priors Based On Prior Knowledge
2019
·
Weinberger, Ethan
, Janizek, Joseph
, et al.
·
arXiv (Cornell University)
·
13
PDF
Principled feature attribution for unsupervised gene expression analysis
2022
·
Joseph D. Janizek
, Anna Spiro
, et al.
·
bioRxiv (Cold Spring Harbor Laboratory)
·
4
PDF
Uncovering expression signatures of synergistic drug response using an ensemble of explainable AI models
2021
·
Joseph D. Janizek
, Ayse B. Dincer
, et al.
·
bioRxiv (Cold Spring Harbor Laboratory)
·
4
PDF
CoAI: Cost-Aware Artificial Intelligence for Health Care
2021
·
Gabriel Erion
, Joseph D. Janizek
, et al.
·
medRxiv
·
4
PDF
DREAM: A framework for discovering mechanisms underlying AI prediction of protected attributes
2024
·
Soham U. Gadgil
, Alex J. DeGrave
, et al.
·
medRxiv
·
3
PDF
A deep profile of gene expression across 18 human cancers
2024
·
Wei Qiu
, Ayse B. Dincer
, et al.
·
bioRxiv (Cold Spring Harbor Laboratory)
·
3
PDF
BiasICL: In-Context Learning and Demographic Biases of Vision Language Models
2025
·
Sonnet Xu
, Joseph D. Janizek
, et al.
·
Lecture notes in computer science
·
1
PDF
Course Corrections for Clinical AI
2021
·
Alex J. DeGrave
, Joseph D. Janizek
, et al.
·
Kidney360
·
1
Learned Feature Attribution Priors.
2019
·
Ethan Weinberger
, Joseph D. Janizek
, et al.
·
arXiv (Cornell University)
·
1
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Works count:
40
Citation count:
2,408
H-index:
15
I10-index:
17
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