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ORCIDBibTeX records: Roxana Daneshjou
@article{DBLP:journals/npjdm/ChangFGRBPSOKCLHJKJIYSS25,
author = {Crystal T. Chang and
Hodan Farah and
Haiwen Gui and
Shawheen Justin Rezaei and
Charbel Bou{-}Khalil and
Ye{-}Jean Park and
Akshay Swaminathan and
Jesutofunmi A. Omiye and
Akaash Kolluri and
Akash Chaurasia and
Alejandro Lozano and
Alice Heiman and
Allison Sihan Jia and
Amit Kaushal and
Angela Jia and
Angelica Iacovelli and
Archer Yang and
Arghavan Salles and
Arpita Singhal and
Balasubramanian Narasimhan and
Benjamin Belai and
Benjamin H. Jacobson and
Binglan Li and
Celeste H. Poe and
Chandan Sanghera and
Chenming Zheng and
Conor Messer and
Damien Varid Kettud and
Deven Pandya and
Dhamanpreet Kaur and
Diana Hla and
Diba Dindoust and
Dominik Moehrle and
Duncan Ross and
Ellaine Chou and
Eric Lin and
Fateme Nateghi Haredasht and
Ge Cheng and
Irena Gao and
Jacob Chang and
Jake Silberg and
Jason A. Fries and
Jiapeng Xu and
Joe Jamison and
John S. Tamaresis and
Jonathan H. Chen and
Joshua Lazaro and
Juan M. Banda and
Julie J. Lee and
Karen Ebert Matthys and
Kirsten R. Steffner and
Lu Tian and
Luca Pegolotti and
Malathi Srinivasan and
Maniragav Manimaran and
Matthew Schwede and
Minghe Zhang and
Minh Nguyen and
Mohsen Fathzadeh and
Qian Zhao and
Rika Bajra and
Rohit Khurana and
Ruhana Azam and
Rush Bartlett and
Sang T. Truong and
Scott L. Fleming and
Shriti Raj and
Solveig Behr and
Sonia Onyeka and
Sri Muppidi and
Tarek Bandali and
Tiffany Y. Eulalio and
Wenyuan Chen and
Xuanyu Zhou and
Yanan Ding and
Ying Cui and
Yuqi Tan and
Yutong Liu and
Nigam Shah and
Roxana Daneshjou},
title = {Red teaming ChatGPT in medicine to yield real-world insights on model
behavior},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-025-01542-0},
doi = {10.1038/S41746-025-01542-0},
timestamp = {Tue, 05 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/ChangFGRBPSOKCLHJKJIYSS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/MahajanODLP25,
author = {Arjun Mahajan and
Ziad Obermeyer and
Roxana Daneshjou and
Jenna C. Lester and
Dylan Powell},
title = {Cognitive bias in clinical large language models},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-025-01790-0},
doi = {10.1038/S41746-025-01790-0},
timestamp = {Wed, 16 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/MahajanODLP25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/MuralidharanNAPKSSOMMOZ25,
author = {Vijaytha Muralidharan and
Madelena Y. Ng and
Shada Alsalamah and
Sameer Pujari and
Kanika Kalra and
Rajeshwari Singh and
Denise Schalet and
Tobi Olantuji and
Rohit Malpani and
Rubeta N. Matin and
Jesutofunmi A. Omiye and
Yu Zhao and
Anita Sands and
Andreas Reis and
Jose Eduardo Diaz Mendoza and
Tina Hernandez{-}Boussard and
Roxana Daneshjou and
Alain B. Labrique},
title = {Global Initiative on {AI} for Health {(GI-AI4H):} strategic priorities
advancing governance across the United Nations},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-025-01618-x},
doi = {10.1038/S41746-025-01618-X},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/MuralidharanNAPKSSOMMOZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/chil/2025,
editor = {Xuhai Orson Xu and
Edward Choi and
Pankhuri Singhal and
Walter Gerych and
Shengpu Tang and
Monica Agrawal and
Adarsh Subbaswamy and
Elena Sizikova and
Jessilyn Dunn and
Roxana Daneshjou and
Tasmie Sarker and
Matthew McDermott and
Irene Chen},
title = {Conference on Health, Inference, and Learning, {UC} Berkeley, Berkeley,
USA, 25-27 June 2025},
series = {Proceedings of Machine Learning Research},
volume = {287},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v287/},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/2025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-08177,
author = {Aaron Fanous and
Jacob Goldberg and
Ank A. Agarwal and
Joanna Lin and
Anson Zhou and
Roxana Daneshjou and
Sanmi Koyejo},
title = {SycEval: Evaluating {LLM} Sycophancy},
journal = {CoRR},
volume = {abs/2502.08177},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.08177},
doi = {10.48550/ARXIV.2502.08177},
eprinttype = {arXiv},
eprint = {2502.08177},
timestamp = {Wed, 12 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-08177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-02334,
author = {Sonnet Xu and
Joseph D. Janizek and
Yixing Jiang and
Roxana Daneshjou},
title = {BiasICL: In-Context Learning and Demographic Biases of Vision Language
Models},
journal = {CoRR},
volume = {abs/2503.02334},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.02334},
doi = {10.48550/ARXIV.2503.02334},
eprinttype = {arXiv},
eprint = {2503.02334},
timestamp = {Fri, 11 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-02334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-23802,
author = {Suhana Bedi and
Hejie Cui and
Miguel Fuentes and
Alyssa Unell and
Michael Wornow and
Juan M. Banda and
Nikesh Kotecha and
Timothy Keyes and
Yifan Mai and
Mert Oez and
Hao Qiu and
Shrey Jain and
Leonardo Schettini and
Mehr Kashyap and
Jason Alan Fries and
Akshay Swaminathan and
Philip Chung and
Fateme Nateghi and
Asad Aali and
Ashwin Nayak and
Shivam Vedak and
Sneha S. Jain and
Birju S. Patel and
Oluseyi Fayanju and
Shreya J. Shah and
Ethan Goh and
Dong{-}han Yao and
Brian Soetikno and
Eduardo Pontes Reis and
Sergios Gatidis and
Vasu Divi and
Robson Capasso and
Rachna Saralkar and
Chia{-}Chun Chiang and
Jenelle A. Jindal and
Tho Pham and
Faraz Ghoddusi and
Steven Lin and
Albert S. Chiou and
Christy Hong and
Mohana Roy and
Michael F. Gensheimer and
Hinesh Patel and
Kevin Schulman and
Dev Dash and
Danton Char and
Lance Downing and
Fran{\c{c}}ois Grolleau and
Kameron C. Black and
Bethel Mieso and
Aydin Zahedivash and
Wen{-}wai Yim and
Harshita Sharma and
Tony Lee and
Hannah Kirsch and
Jennifer Lee and
Nerissa Ambers and
Carlene Lugtu and
Aditya Sharma and
Bilal Mawji and
Alex Alekseyev and
Vicky Zhou and
Vikas Kakkar and
Jarrod Helzer and
Anurang Revri and
Yair Bannett and
Roxana Daneshjou and
Jonathan H. Chen and
Emily Alsentzer and
Keith E. Morse and
Nirmal Ravi and
Nima Aghaeepour and
Vanessa Kennedy and
Akshay Chaudhari and
Thomas Wang and
Sanmi Koyejo and
Matthew P. Lungren and
Eric Horvitz and
Percy Liang and
Mike Pfeffer and
Nigam H. Shah},
title = {MedHELM: Holistic Evaluation of Large Language Models for Medical
Tasks},
journal = {CoRR},
volume = {abs/2505.23802},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.23802},
doi = {10.48550/ARXIV.2505.23802},
eprinttype = {arXiv},
eprint = {2505.23802},
timestamp = {Thu, 10 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-23802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-03152,
author = {Asad Aali and
Vasiliki Bikia and
Maya Varma and
Nicole Chiou and
Sophie Ostmeier and
Arnav Singhvi and
Magdalini Paschali and
Ashwin Kumar and
Andrew Johnston and
Karimar Amador{-}Martinez and
Eduardo Juan Perez Guerrero and
Paola Naovi Cruz Rivera and
Sergios Gatidis and
Christian Bluethgen and
Eduardo Pontes Reis and
Eddy D. Zandee van Rilland and
Poonam Laxmappa Hosamani and
Kevin R. Keet and
Minjoung Go and
Evelyn Bin Ling and
David B. Larson and
Curtis P. Langlotz and
Roxana Daneshjou and
Jason Hom and
Sanmi Koyejo and
Emily Alsentzer and
Akshay S. Chaudhari},
title = {Expert-level validation of AI-generated medical text with scalable
language models},
journal = {CoRR},
volume = {abs/2507.03152},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.03152},
doi = {10.48550/ARXIV.2507.03152},
eprinttype = {arXiv},
eprint = {2507.03152},
timestamp = {Sun, 10 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-03152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-08030,
author = {Sonali Sharma and
Ahmed M. Alaa and
Roxana Daneshjou},
title = {A Systematic Analysis of Declining Medical Safety Messaging in Generative
{AI} Models},
journal = {CoRR},
volume = {abs/2507.08030},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.08030},
doi = {10.48550/ARXIV.2507.08030},
eprinttype = {arXiv},
eprint = {2507.08030},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-08030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/KrakowskiKCDLELL24,
author = {Isabelle Krakowski and
Jiyeong Kim and
Zhuo Ran Cai and
Roxana Daneshjou and
Jan Lapins and
Hanna Eriksson and
Anastasia Lykou and
Eleni Linos},
title = {Human-AI interaction in skin cancer diagnosis: a systematic review
and meta-analysis},
journal = {npj Digit. Medicine},
volume = {7},
number = {1},
year = {2024},
url = {https://doi.org/10.1038/s41746-024-01031-w},
doi = {10.1038/S41746-024-01031-W},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/KrakowskiKCDLELL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/MuralidharanAHNAPHAABAO24,
author = {Vijaytha Muralidharan and
Boluwatife Adeleye Adewale and
Caroline J. Huang and
Mfon Thelma Nta and
Peter Oluwaduyilemi Ademiju and
Pirunthan Pathmarajah and
Man Kien Hang and
Oluwafolajimi Adesanya and
Ridwanullah Olamide Abdullateef and
Abdulhammed Opeyemi Babatunde and
Abdulquddus Ajibade and
Sonia Onyeka and
Zhou Ran Cai and
Roxana Daneshjou and
Tobi Olatunji},
title = {A scoping review of reporting gaps in FDA-approved {AI} medical devices},
journal = {npj Digit. Medicine},
volume = {7},
number = {1},
year = {2024},
url = {https://doi.org/10.1038/s41746-024-01270-x},
doi = {10.1038/S41746-024-01270-X},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/MuralidharanAHNAPHAABAO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BenmalekCTDVC24,
author = {Assala Benmalek and
Celia Cintas and
Girmaw Abebe Tadesse and
Roxana Daneshjou and
Kush R. Varshney and
Dalila Cherifi},
title = {Evaluating the Impact of Skin Tone Representation on Out-of-Distribution
Detection Performance in Dermatology},
booktitle = {{IEEE} International Symposium on Biomedical Imaging, {ISBI} 2024,
Athens, Greece, May 27-30, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISBI56570.2024.10635847},
doi = {10.1109/ISBI56570.2024.10635847},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BenmalekCTDVC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08847,
author = {Farhad Maleki and
Linda Moy and
Reza Forghani and
Tapotosh Ghosh and
Katie L. Ovens and
Steve Langer and
Pouria Rouzrokh and
Bardia Khosravi and
Ali Ganjizadeh and
Daniel I. Warren and
Roxana Daneshjou and
Mana Moassefi and
Atlas Haddadi Avval and
Susan Sotardi and
Neil A. Tenenholtz and
Felipe Kitamura and
Timothy Kline},
title = {{RIDGE:} Reproducibility, Integrity, Dependability, Generalizability,
and Efficiency Assessment of Medical Image Segmentation Models},
journal = {CoRR},
volume = {abs/2401.08847},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08847},
doi = {10.48550/ARXIV.2401.08847},
eprinttype = {arXiv},
eprint = {2401.08847},
timestamp = {Wed, 26 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18421,
author = {Elliot Bolton and
Abhinav Venigalla and
Michihiro Yasunaga and
David Hall and
Betty Xiong and
Tony Lee and
Roxana Daneshjou and
Jonathan Frankle and
Percy Liang and
Michael Carbin and
Christopher D. Manning},
title = {BioMedLM: {A} 2.7B Parameter Language Model Trained On Biomedical
Text},
journal = {CoRR},
volume = {abs/2403.18421},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18421},
doi = {10.48550/ARXIV.2403.18421},
eprinttype = {arXiv},
eprint = {2403.18421},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15894,
author = {Elliot Bolton and
Betty Xiong and
Vijaytha Muralidharan and
Joel Schamroth and
Vivek Muralidharan and
Christopher D. Manning and
Roxana Daneshjou},
title = {Assessing The Potential Of Mid-Sized Language Models For Clinical
{QA}},
journal = {CoRR},
volume = {abs/2404.15894},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.15894},
doi = {10.48550/ARXIV.2404.15894},
eprinttype = {arXiv},
eprint = {2404.15894},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-15894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-07896,
author = {Cyril Zakka and
Joseph Cho and
Gracia Fahed and
Rohan Shad and
Michael Moor and
Robyn Fong and
Dhamanpreet Kaur and
Vishnu Ravi and
Oliver O. Aalami and
Roxana Daneshjou and
Akshay Chaudhari and
William Hiesinger},
title = {Almanac Copilot: Towards Autonomous Electronic Health Record Navigation},
journal = {CoRR},
volume = {abs/2405.07896},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.07896},
doi = {10.48550/ARXIV.2405.07896},
eprinttype = {arXiv},
eprint = {2405.07896},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-07896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-01233,
author = {Christian Bluethgen and
Dave Van Veen and
Cyril Zakka and
Katherine Link and
Aaron Fanous and
Roxana Daneshjou and
Thomas Frauenfelder and
Curtis P. Langlotz and
Sergios Gatidis and
Akshay Chaudhari},
title = {Best Practices for Large Language Models in Radiology},
journal = {CoRR},
volume = {abs/2412.01233},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.01233},
doi = {10.48550/ARXIV.2412.01233},
eprinttype = {arXiv},
eprint = {2412.01233},
timestamp = {Sun, 12 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-01233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/MuralidharanBDR23,
author = {Vijaytha Muralidharan and
A. Burgart and
Roxana Daneshjou and
S. Rose},
title = {Recommendations for the use of pediatric data in artificial intelligence
and machine learning {ACCEPT-AI}},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00898-5},
doi = {10.1038/S41746-023-00898-5},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/MuralidharanBDR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/OmiyeLSRD23,
author = {Jesutofunmi A. Omiye and
Jenna C. Lester and
Simon Spichak and
Veronica Rotemberg and
Roxana Daneshjou},
title = {Large language models propagate race-based medicine},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00939-z},
doi = {10.1038/S41746-023-00939-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/OmiyeLSRD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/TadesseCVSASJBALOLRZD23,
author = {Girmaw Abebe Tadesse and
Celia Cintas and
Kush R. Varshney and
Peter W. J. Staar and
Chinyere Agunwa and
Skyler Speakman and
Justin Jia and
Elizabeth E. Bailey and
Ademide Adelekun and
Jules Lipoff and
Ginikanwa Onyekaba and
Jenna C. Lester and
Veronica Rotemberg and
James Zou and
Roxana Daneshjou},
title = {Skin Tone Analysis for Representation in Educational Materials {(STAR-ED)}
using machine learning},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00881-0},
doi = {10.1038/S41746-023-00881-0},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/TadesseCVSASJBALOLRZD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/GrogerLGGGDCNP23,
author = {Fabian Gr{\"{o}}ger and
Simone Lionetti and
Philippe Gottfrois and
{\'{A}}lvaro Gonz{\'{a}}lez{-}Jim{\'{e}}nez and
Matthew Groh and
Roxana Daneshjou and
Labelling Consortium and
Alexander A. Navarini and
Marc Pouly},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Towards Reliable Dermatology Evaluation Benchmarks},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {101--128},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/groger23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/GrogerLGGGDCNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00785,
author = {Roxana Daneshjou and
Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Zhuo Ran Cai and
Roberto A. Novoa and
James Zou},
title = {SkinCon: {A} skin disease dataset densely annotated by domain experts
for fine-grained model debugging and analysis},
journal = {CoRR},
volume = {abs/2302.00785},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00785},
doi = {10.48550/ARXIV.2302.00785},
eprinttype = {arXiv},
eprint = {2302.00785},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-12453,
author = {Luke W. Sagers and
James A. Diao and
Luke Melas{-}Kyriazi and
Matthew Groh and
Pranav Rajpurkar and
Adewole S. Adamson and
Veronica Rotemberg and
Roxana Daneshjou and
Arjun K. Manrai},
title = {Augmenting medical image classifiers with synthetic data from latent
diffusion models},
journal = {CoRR},
volume = {abs/2308.12453},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.12453},
doi = {10.48550/ARXIV.2308.12453},
eprinttype = {arXiv},
eprint = {2308.12453},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-12453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-00087,
author = {Jesutofunmi A. Omiye and
Haiwen Gui and
Shawheen J. Rezaei and
James Zou and
Roxana Daneshjou},
title = {Large language models in medicine: the potentials and pitfalls},
journal = {CoRR},
volume = {abs/2309.00087},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.00087},
doi = {10.48550/ARXIV.2309.00087},
eprinttype = {arXiv},
eprint = {2309.00087},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-00087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06961,
author = {Fabian Gr{\"{o}}ger and
Simone Lionetti and
Philippe Gottfrois and
{\'{A}}lvaro Gonz{\'{a}}lez{-}Jim{\'{e}}nez and
Matthew Groh and
Roxana Daneshjou and
Labelling Consortium and
Alexander A. Navarini and
Marc Pouly},
title = {Towards Reliable Dermatology Evaluation Benchmarks},
journal = {CoRR},
volume = {abs/2309.06961},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06961},
doi = {10.48550/ARXIV.2309.06961},
eprinttype = {arXiv},
eprint = {2309.06961},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/GrohHDBK22,
author = {Matthew Groh and
Caleb Harris and
Roxana Daneshjou and
Omar Badri and
Arash Koochek},
title = {Towards Transparency in Dermatology Image Datasets with Skin Tone
Annotations by Experts, Crowds, and an Algorithm},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {6},
number = {{CSCW2}},
pages = {1--26},
year = {2022},
url = {https://doi.org/10.1145/3555634},
doi = {10.1145/3555634},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmhci/GrohHDBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/VodrahalliDG022,
author = {Kailas Vodrahalli and
Roxana Daneshjou and
Tobias Gerstenberg and
James Zou},
editor = {Vincent Conitzer and
John Tasioulas and
Matthias Scheutz and
Ryan Calo and
Martina Mara and
Annette Zimmermann},
title = {Do Humans Trust Advice More if it Comes from AI?: An Analysis of Human-AI
Interactions},
booktitle = {{AIES} '22: {AAAI/ACM} Conference on AI, Ethics, and Society, Oxford,
United Kingdom, May 19 - 21, 2021},
pages = {763--777},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514094.3534150},
doi = {10.1145/3514094.3534150},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/VodrahalliDG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaneshjouYCNZ22,
author = {Roxana Daneshjou and
Mert Y{\"{u}}ksekg{\"{o}}n{\"{u}}l and
Zhuo Ran Cai and
Roberto A. Novoa and
James Y. Zou},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {SkinCon: {A} skin disease dataset densely annotated by domain experts
for fine-grained debugging and analysis},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7318b51b52078e3af28197e725f5068a-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DaneshjouYCNZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08807,
author = {Roxana Daneshjou and
Kailas Vodrahalli and
Roberto A. Novoa and
Melissa Jenkins and
Weixin Liang and
Veronica Rotemberg and
Justin Ko and
Susan M. Swetter and
Elizabeth E. Bailey and
Olivier Gevaert and
Pritam Mukherjee and
Michelle Phung and
Kiana Yekrang and
Bradley Fong and
Rachna Sahasrabudhe and
Johan A. C. Allerup and
Utako Okata{-}Karigane and
James Zou and
Albert Chiou},
title = {Disparities in Dermatology {AI} Performance on a Diverse, Curated
Clinical Image Set},
journal = {CoRR},
volume = {abs/2203.08807},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08807},
doi = {10.48550/ARXIV.2203.08807},
eprinttype = {arXiv},
eprint = {2203.08807},
timestamp = {Wed, 30 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02942,
author = {Matthew Groh and
Caleb Harris and
Roxana Daneshjou and
Omar Badri and
Arash Koochek},
title = {Towards Transparency in Dermatology Image Datasets with Skin Tone
Annotations by Experts, Crowds, and an Algorithm},
journal = {CoRR},
volume = {abs/2207.02942},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02942},
doi = {10.48550/ARXIV.2207.02942},
eprinttype = {arXiv},
eprint = {2207.02942},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09105,
author = {Kailas Vodrahalli and
Justin Ko and
Albert S. Chiou and
Roberto A. Novoa and
Abubakar Abid and
Michelle Phung and
Kiana Yekrang and
Paige Petrone and
James Zou and
Roxana Daneshjou},
title = {Development and Clinical Evaluation of an {AI} Support Tool for Improving
Telemedicine Photo Quality},
journal = {CoRR},
volume = {abs/2209.09105},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09105},
doi = {10.48550/ARXIV.2209.09105},
eprinttype = {arXiv},
eprint = {2209.09105},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/TadesseCDVSSAAJ21,
author = {Girmaw Abebe Tadesse and
Celia Cintas and
Roxana Daneshjou and
Kush R. Varshney and
Peter W. J. Staar and
Skyler Speakman and
Kenya Andrews and
Chinyere Agunwa and
Justin Jia and
Elizabeth E. Bailey and
Jules Lipoff and
Ginikanwa Onyekaba and
Veronica Rotemberg and
Ademide Adelekun and
James Y. Zou},
title = {Racial Representation Analysis in Dermatology Academic Materials},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t004-1.4626008/t004-1.4626009/3629971-1.4626463},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/TadesseCDVSSAAJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/AfanasievBBBCCD21,
author = {Olga Afanasiev and
Joanne Berghout and
Steven E. Brenner and
Martha L. Bulyk and
Dana C. Crawford and
Jonathan H. Chen and
Roxana Daneshjou and
Lukasz Kidzinski},
title = {Computational Challenges and Artificial Intelligence in Precision
Medicine},
booktitle = {Biocomputing 2021: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 3-7, 2021},
publisher = {WorldScientific},
year = {2021},
url = {https://doi.org/10.1142/9789811232701\_0016},
doi = {10.1142/9789811232701\_0016},
timestamp = {Thu, 01 Apr 2021 17:03:34 +0200},
biburl = {https://dblp.org/rec/conf/psb/AfanasievBBBCCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/VodrahalliDNCKZ21,
author = {Kailas Vodrahalli and
Roxana Daneshjou and
Roberto A. Novoa and
Albert Chiou and
Justin M. Ko and
James Zou},
title = {TrueImage: {A} Machine Learning Algorithm to Improve the Quality of
Telehealth Photos},
booktitle = {Biocomputing 2021: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 3-7, 2021},
publisher = {WorldScientific},
year = {2021},
url = {https://doi.org/10.1142/9789811232701\_0021},
doi = {10.1142/9789811232701\_0021},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psb/VodrahalliDNCKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10477,
author = {Roxana Daneshjou and
Carrie Kovarik and
Justin M. Ko},
title = {Towards Realization of Augmented Intelligence in Dermatology: Advances
and Future Directions},
journal = {CoRR},
volume = {abs/2105.10477},
year = {2021},
url = {https://arxiv.org/abs/2105.10477},
eprinttype = {arXiv},
eprint = {2105.10477},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-08006,
author = {Roxana Daneshjou and
Kailas Vodrahalli and
Weixin Liang and
Roberto A. Novoa and
Melissa Jenkins and
Veronica Rotemberg and
Justin Ko and
Susan M. Swetter and
Elizabeth E. Bailey and
Olivier Gevaert and
Pritam Mukherjee and
Michelle Phung and
Kiana Yekrang and
Bradley Fong and
Rachna Sahasrabudhe and
James Zou and
Albert Chiou},
title = {Disparities in Dermatology {AI:} Assessments Using Diverse Clinical
Images},
journal = {CoRR},
volume = {abs/2111.08006},
year = {2021},
url = {https://arxiv.org/abs/2111.08006},
eprinttype = {arXiv},
eprint = {2111.08006},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-08006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/DaneshjouKAC20,
author = {Roxana Daneshjou and
Lukasz Kidzinski and
Olga Afanasiev and
Jonathan H. Chen},
title = {Session Introduction},
booktitle = {Pacific Symposium on Biocomputing 2020, Fairmont Orchid, Hawaii, USA,
January 3-7, 2020},
pages = {1--6},
year = {2020},
url = {https://psb.stanford.edu/psb-online/proceedings/psb20/Intro\_AI.pdf},
timestamp = {Fri, 13 Aug 2021 16:31:26 +0200},
biburl = {https://dblp.org/rec/conf/psb/DaneshjouKAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02086,
author = {Kailas Vodrahalli and
Roxana Daneshjou and
Roberto A. Novoa and
Albert Chiou and
Justin M. Ko and
James Zou},
title = {TrueImage: {A} Machine Learning Algorithm to Improve the Quality of
Telehealth Photos},
journal = {CoRR},
volume = {abs/2010.02086},
year = {2020},
url = {https://arxiv.org/abs/2010.02086},
eprinttype = {arXiv},
eprint = {2010.02086},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/DaneshjouZKBOKS14,
author = {Roxana Daneshjou and
Zachary Zappala and
Kimberly R. Kukurba and
Sean M. Boyle and
Kelly E. Ormond and
Teri E. Klein and
Michael Snyder and
Carlos D. Bustamante and
Russ B. Altman and
Stephen B. Montgomery},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein and
Marylyn D. Ritchie},
title = {{PATH-SCAN:} {A} Reporting Tool for Identifying Clinically Actionable
Variants},
booktitle = {Biocomputing 2014: Proceedings of the Pacific Symposium, Kohala Coast,
Hawaii, USA, January 3-7, 2014},
pages = {229--240},
year = {2014},
url = {http://psb.stanford.edu/psb-online/proceedings/psb14/daneshjou.pdf},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psb/DaneshjouZKBOKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/KarczewskiDA12,
author = {Konrad J. Karczewski and
Roxana Daneshjou and
Russ B. Altman},
title = {Chapter 7: Pharmacogenomics},
journal = {PLoS Comput. Biol.},
volume = {8},
number = {12},
year = {2012},
url = {https://doi.org/10.1371/journal.pcbi.1002817},
doi = {10.1371/JOURNAL.PCBI.1002817},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/KarczewskiDA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/FernaldCDKA11,
author = {Guy Haskin Fernald and
Emidio Capriotti and
Roxana Daneshjou and
Konrad J. Karczewski and
Russ B. Altman},
title = {Genome Analysis},
journal = {Bioinform.},
volume = {27},
number = {13},
pages = {1741--1748},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr295},
doi = {10.1093/BIOINFORMATICS/BTR295},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/FernaldCDKA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/FernaldCDKA11a,
author = {Guy Haskin Fernald and
Emidio Capriotti and
Roxana Daneshjou and
Konrad J. Karczewski and
Russ B. Altman},
title = {Bioinformatics challenges for personalized medicine},
journal = {Bioinform.},
volume = {27},
number = {16},
pages = {2323},
year = {2011},
url = {https://doi.org/10.1093/bioinformatics/btr408},
doi = {10.1093/BIOINFORMATICS/BTR408},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/FernaldCDKA11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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