DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set
Vrabac, Damir, Smit, Akshay, Rojansky, Rebecca, Natkunam, Yasodha, Advani, Ranjana H, Ng, Andrew Y, Fernandez-Pol, Sebastian, Rajpurkar, Pranav
Published in Scientific data (20.05.2021)
Published in Scientific data (20.05.2021)
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Journal Article
Development of artificial intelligence–derived histological biomarkers for first-line treatment selection in metastatic pancreatic ductal adenocarcinoma (mPDAC)
Krishna, Viswesh, Tiu, Ekin, Krishna, Vrishab, Vrabac, Damir, Shah, Kunal, Abuzeid, Waleed, Smith, Katelyn, Davelaar, John, Nuesca, Christopher, Larson, Brent K, Fountzilas, Christos, Rajpurkar, Pranav, Hendifar, Andrew Eugene, Collisson, Eric Andrew, Joshi, Anirudh, Singhi, Aatur D.
Published in Journal of clinical oncology (01.02.2023)
Published in Journal of clinical oncology (01.02.2023)
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Journal Article
Gemcitabine response prediction in the adjuvant treatment of resected pancreatic ductal adenocarcinoma using an AI histopathology platform
Krishna, Viswesh, Nimgaonkar, Vivek, Tiu, Ekin, Krishna, Vrishab, Bhambhvani, Hriday, Cook, Stephen, Miller, Daniel, Vrabac, Damir, Joshi, Anirudh, Singhi, Aatur D., Hendifar, Andrew Eugene, Rajpurkar, Pranav, Collisson, Eric Andrew
Published in Journal of clinical oncology (01.06.2022)
Published in Journal of clinical oncology (01.06.2022)
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Journal Article
AI-based pathologic biomarker for pathologic downstaging in patients with muscle-invasive bladder cancer undergoing cystectomy after neoadjuvant nivolumab, gemcitabine, and cisplatin: BLAAST-1 Trial
Krishna, Viswesh, Sonpavde, Guru P., Gupta, Sumati, Maughan, Benjamin L., Agarwal, Neeraj, Eckstein, Markus, Mossanen, Matthew, Weight, Christopher J., Bellmunt, Joaquim, Black, Peter C., Makarov, Vladimir, Diaz-Montero, C. Marcela, Krishna, Vrishab, Abuzeid, Waleed, Tiu, Ekin, Vrabac, Damir, Joshi, Anirudh, Rajpurkar, Pranav, Konety, Badrinath R., Gupta, Shilpa
Published in Journal of clinical oncology (01.06.2023)
Published in Journal of clinical oncology (01.06.2023)
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Journal Article
PD30-03 PREDICTING RESPONSE TO INTRAVESICAL BCG IN HIGH RISK NON-MUSCLE INVASIVE BLADDER CANCER USING AN ARTIFICIAL INTELLIGENCE-POWERED PATHOLOGY ASSAY: DEVELOPMENT AND VALIDATION IN AN INTERNATIONAL 12 CENTER COHORT
Lotan, Yair, Krishna, Viswesh, Launer, Bryn, Krishna, Vrishab, Singhi, Siddhant, Gordetsky, Jennifer, Shah, Jay B., Gerald, Thomas, Shkolyar, Eugene, Hayne, Dickon, Redfern, Andrew, Spalding, Lisa, Stewart, Courtney, Narayan, Vikram, Patil, Dattatraya, Packiam, Vignesh T., Rajan, Anand, O'Donnell, Michael A., Baekelandt, Loic, Fernandez, Mario I., Schultz, Marcela, Hensley, Patrick J., Allison, Derek B., Taylor, John A., Hamza, Ameer, Nimgaonkar, Vivek, Tiu, Ekin, Vaickus, Louis J., Sonawane, Snehal, Miller, Daniel L., Vrabac, Damir, Abuzeid, Waleed M., Joshi, Anirudh, Chang, Sam S., Williams, Stephen B.
Published in The Journal of urology (01.05.2024)
Published in The Journal of urology (01.05.2024)
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Journal Article
PD27-12 DEVELOPMENT AND VALIDATION OF GENERALIZABLE INTERPRETABLE AI BIOMARKERS TO PREDICT CLINICAL OUTCOMES IN BCG-TREATED PATIENTS WITH NON-MUSCLE INVASIVE BLADDER CANCER
Lotan, Yair, Shah, Jay B., Krishna, Viswesh, Launer, Bryn, Krishna, Vrishab, Shingi, Siddhant, Gordetsky, Jennifer, Gerald, Thomas, Shkolyar, Eugene, Hayne, Dickon, Redfern, Andrew, Spalding, Lisa, Stewart, Courtney, Narayanan, Vikram, Patil, Dattatreya, Packiam, Vignesh T., Rajan, Anand, O'Donnell, Michael A., Baekelandt, Loic, Fernandez, Mario I., Schultz, Marcela, Hensley, Patrick J., Allison, Derek B., Taylor, John A., Hamza, Ameer, Nimgaonkar, Vivek, Tiu, Ekin, Vaickus, Louis J., Sonawane, Snehal, Miller, Daniel L., Vrabac, Damir, Abuzeid, Waleed M., Joshi, Anirudh, Chang, Sam S., Williams, Stephen B.
Published in The Journal of urology (01.05.2024)
Published in The Journal of urology (01.05.2024)
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Journal Article
44/#219 Predicting response to platinum-based chemotherapy for tubo-ovarian high-grade serous carcinoma using an artificial intelligence histopathology platform
Tiu, Ekin, Krishna, Vrishab, Nimgaonkar, Vivek, Krishnan, Rayan, Bhambhvani, Hriday, O’Donoghue, Odhran, Vrabac, Damir, Joshi, Anirudh, Liang, Brooke, Zhang, Xiaoming, Han, Lucy, Wang, Aihui, Krishna, Viswesh, Howitt, Brooke
Published in International journal of gynecological cancer (04.12.2022)
Published in International journal of gynecological cancer (04.12.2022)
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Journal Article
43/#512 Assessing robustness of an artificial intelligence derived histological biomarker across different sites of disease and in serial sections in tubo-ovarian high-grade serous carcinoma
Krishnan, Rayan, Tiu, Ekin, Krishna, Vrishab, Nimgaonkar, Vivek, Bhambhvani, Hriday, O’Donoghue, Odhran, Vrabac, Damir, Joshi, Anirudh, Liang, Brooke, Zhang, Xiaoming, Han, Lucy, Wang, Aihui, Krishna, Viswesh, Howitt, Brooke
Published in International journal of gynecological cancer (04.12.2022)
Published in International journal of gynecological cancer (04.12.2022)
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Journal Article
Abstract A043: Validation of an artificial intelligence derived histological biomarker for gemcitabine response in resected pancreatic ductal adenocarcinoma (PDAC)
Krishna, Vrishab, Krishna, Viswesh, Tiu, Ekin, Nimgaonkar, Vivek, Vrabac, Damir, Smith, Katelyn, Joshi, Anirudh, Singhi, Aatur, Collisson, Eric
Published in Cancer research (Chicago, Ill.) (15.11.2022)
Published in Cancer research (Chicago, Ill.) (15.11.2022)
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Journal Article
GloFlow: Whole Slide Image Stitching from Video Using Optical Flow and Global Image Alignment
Krishna, Viswesh, Joshi, Anirudh, Vrabac, Damir, Bulterys, Philip, Yang, Eric, Fernandez-Pol, Sebastian, Ng, Andrew Y., Rajpurkar, Pranav
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
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Book Chapter
Development of an artificial intelligence-derived histologic signature associated with adjuvant gemcitabine treatment outcomes in pancreatic cancer
Nimgaonkar, Vivek, Krishna, Viswesh, Krishna, Vrishab, Tiu, Ekin, Joshi, Anirudh, Vrabac, Damir, Bhambhvani, Hriday, Smith, Katelyn, Johansen, Julia S., Makawita, Shalini, Musher, Benjamin, Mehta, Arnav, Hendifar, Andrew, Wainberg, Zev, Sohal, Davendra, Fountzilas, Christos, Singhi, Aatur, Rajpurkar, Pranav, Collisson, Eric A.
Published in Cell reports. Medicine (18.04.2023)
Published in Cell reports. Medicine (18.04.2023)
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Journal Article
Analysis, Online Estimation, and Validation of a Competing Virus Model
Pare, Philip E., Vrabac, Damir, Sandberg, Henrik, Johansson, Karl H.
Published in 2020 American Control Conference (ACC) (01.07.2020)
Published in 2020 American Control Conference (ACC) (01.07.2020)
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Conference Proceeding
PREDICTING PATIENT OUTCOMES RELATED TO CANCER
NIMGAONKAR, Vivek, JOSHI, Anirudh, VRABAC, Damir, KRISHNA, Viswesh, KRISHNA, Vrishab
Year of Publication 16.05.2024
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Year of Publication 16.05.2024
Patent
Capturing the Effects of Transportation on the Spread of COVID-19 with a Multi-Networked SEIR Model
Vrabac, Damir, Shang, Mingfeng, Butler, Brooks, Pham, Joseph, Stern, Raphael, Pare, Philip E.
Published in 2021 American Control Conference (ACC) (25.05.2021)
Published in 2021 American Control Conference (ACC) (25.05.2021)
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Conference Proceeding
MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning
Smit, Akshay, Vrabac, Damir, He, Yujie, Ng, Andrew Y, Beam, Andrew L, Rajpurkar, Pranav
Year of Publication 26.03.2021
Year of Publication 26.03.2021
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Journal Article