Jake Albrecht

Principal Researcher, Bristol Myers Squibb

Joined

December 2023

Names

Jake Albrecht (Preferred)

Jacob Albrecht

Emails

****@sagebase.org (Confirmed)

****@pm.me (Confirmed)

****@bms.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Bristol Myers Squibb (bms.com)

2024 – Present

Principal Researcher

Sage Bionetworks (sagebionetworks.org)

2021 – 2024

Principal Researcher

Bristol-Myers Squibb (bms.com)

2008 – 2021

PhD student

Massachusetts Institute of Technology (mit.edu)

2002 – 2008

MS student

Massachusetts Institute of Technology (mit.edu)

2002 – 2004

Undergrad student

University of Nebraska, Lincoln (unl.edu)

1997 – 2001

Advisors, Relations & Conflicts

PhD Advisor

Klavs Jensen

2002 – 2008

Expertise

AI/ML Competitions

2021 – 2024

AI/ML for science

2010 – 2024

pharmaceutical engineering

2008 – 2021

Publications

The life cycle of challenges and benchmarks
Gustavo Stolovitzky, Julio Saez-Rodriguez, Julie Bletz, Jake Albrecht, Gaia Andreoletti, James C Costello, PAUL C BOUTROS
- Accepted by DMLR
- Readers: Everyone
Federated benchmarking of medical artificial intelligence with MedPerf
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist et al. (54 additional authors not shown)
- Nat. Mac. Intell. 2023
- Readers: Everyone
AI Competitions and Benchmarks: The life cycle of challenges and benchmarks
Gustavo Stolovitzky, Julio Saez-Rodriguez, Julie Bletz, Jacob Albrecht, Gaia Andreoletti, James C. Costello, Paul C. Boutros
- CoRR 2023
- Readers: Everyone
Evaluation of software impact designed for biomedical research: Are we measuring what's meaningful?
Awan Afiaz, Andrey Ivanov, John Chamberlin, David Hanauer, Candace Savonen, Mary J. Goldman, Martin Morgan, Michael Reich, Alexander Getka, Aaron Holmes, Sarthak Pati, Dan Knight, Paul C. Boutros, Spyridon Bakas, J. Gregory Caporaso, Guilherme Del Fiol, Harry Hochheiser, Brian Haas, Patrick D. Schloss, James A. Eddy et al. (7 additional authors not shown)
- CoRR 2023
- Readers: Everyone
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
Hongwei Bran Li, Gian Marco Conte, Syed Muhammad Anwar, Florian Kofler, Koen Van Leemput, Marie Piraud, Ivan Ezhov, Felix Meissen, Maruf Adewole, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins et al. (40 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 25 Aug 2023
- CoRR 2023
- Readers: Everyone
The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting
Florian Kofler, Felix Meissen, Felix Steinbauer, Robert Graf, Eva Oswald, Ezequiel de la Rosa, Hongwei Bran Li, Ujjwal Baid, Florian A. Hölzl, Özgün Turgut, Izabela Horvath, Diana Waldmannstetter, Christina Bukas, Maruf Adewole, Syed Muhammad Anwar, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani et al. (48 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 25 Aug 2023
- CoRR 2023
- Readers: Everyone
The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma
Dominic LaBella, Maruf Adewole, Michelle Alonso-Basanta, Talissa Altes, Syed Muhammad Anwar, Ujjwal Baid, Timothy Bergquist, Radhika Bhalerao, Sully Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Devon Godfrey, Fathi Hilal, Ariana Familiar, Keyvan Farahani, Juan Eugenio Iglesias, Zhifan Jiang et al. (40 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 25 Aug 2023
- CoRR 2023
- Readers: Everyone
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)
Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Syed Muhammad Anwar, Jake Albrecht, Maruf Adewole, Udunna Anazodo, Hannah Anderson, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Evan Calabrese, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Ariana Familiar et al. (42 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 25 Aug 2023
- CoRR 2023
- Readers: Everyone
The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)
Maruf Adewole, Jeffrey D. Rudie, Anu Gbadamosi, Oluyemisi Toyobo, Raymond Confidence, Dong Zhang, Olubukola Omidiji, Rachel Akinola, Mohammad Abba Suwaid, Adaobi Emegoakor, Nancy Ojo, Kenneth Aguh, Chinasa Kalaiwo, Gabriel Babatunde, Afolabi Ogunleye, Yewande Gbadamosi, Kator Iorpagher, Evan Calabrese, Mariam Aboian, Marius George Linguraru et al. (31 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 13 Nov 2023
- CoRR 2023
- Readers: Everyone
NeurIPS 2022 Competition Track Revised Selected Papers
Marco Ciccone, Gustavo Stolovitzky, Jacob Albrecht
- NeurIPS (Competition and Demos) 2021
- Readers: Everyone

View all 11 publications

Co-Authors

View all 233 co-authors