Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes
Diao, James A., Wang, Jason K., Chui, Wan Fung, Mountain, Victoria, Gullapally, Sai Chowdary, Srinivasan, Ramprakash, Mitchell, Richard N., Glass, Benjamin, Hoffman, Sara, Rao, Sudha K., Maheshwari, Chirag, Lahiri, Abhik, Prakash, Aaditya, McLoughlin, Ryan, Kerner, Jennifer K., Resnick, Murray B., Montalto, Michael C., Khosla, Aditya, Wapinski, Ilan N., Beck, Andrew H., Elliott, Hunter L., Taylor-Weiner, Amaro
Published in Nature communications (12.03.2021)
Published in Nature communications (12.03.2021)
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Journal Article
Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue
Gerdes, Michael J., Sevinsky, Christopher J., Sood, Anup, Adak, Sudeshna, Bello, Musodiq O., Bordwell, Alexander, Can, Ali, Corwin, Alex, Dinn, Sean, Filkins, Robert J., Hollman, Denise, Kamath, Vidya, Kaanumalle, Sireesha, Kenny, Kevin, Larsen, Melinda, Lazare, Michael, Li, Qing, Lowes, Christina, McCulloch, Colin C., McDonough, Elizabeth, Montalto, Michael C., Pang, Zhengyu, Rittscher, Jens, Santamaria-Pang, Alberto, Sarachan, Brion D., Seel, Maximilian L., Seppo, Antti, Shaikh, Kashan, Sui, Yunxia, Zhang, Jingyu, Ginty, Fiona
Published in Proceedings of the National Academy of Sciences - PNAS (16.07.2013)
Published in Proceedings of the National Academy of Sciences - PNAS (16.07.2013)
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Validation of a whole slide image management system for metabolic‐associated steatohepatitis for clinical trials
Pulaski, Hanna, Mehta, Shraddha S, Manigat, Laryssa C, Kaufman, Stephanie, Hou, Hypatia, Nalbantoglu, ILKe, Zhang, Xuchen, Curl, Emily, Taliano, Ross, Kim, Tae Hun, Torbenson, Michael, Glickman, Jonathan N, Resnick, Murray B, Patel, Neel, Taylor, Cristin E, Bedossa, Pierre, Montalto, Michael C, Beck, Andrew H, Wack, Katy E
Published in The journal of pathology. Clinical research (01.09.2024)
Published in The journal of pathology. Clinical research (01.09.2024)
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Journal Article
AI powered quantification of nuclear morphology in cancers enables prediction of genome instability and prognosis
Abel, John, Jain, Suyog, Rajan, Deepta, Padigela, Harshith, Leidal, Kenneth, Prakash, Aaditya, Conway, Jake, Nercessian, Michael, Kirkup, Christian, Javed, Syed Ashar, Biju, Raymond, Harguindeguy, Natalia, Shenker, Daniel, Indorf, Nicholas, Sanghavi, Darpan, Egger, Robert, Trotter, Benjamin, Gerardin, Ylaine, Brosnan-Cashman, Jacqueline A., Dhoot, Aditya, Montalto, Michael C., Parmar, Chintan, Wapinski, Ilan, Khosla, Archit, Drage, Michael G., Yu, Limin, Taylor-Weiner, Amaro
Published in NPJ precision oncology (19.06.2024)
Published in NPJ precision oncology (19.06.2024)
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Journal Article
Inhibition of mannose-binding lectin reduces postischemic myocardial reperfusion injury
JORDAN, James E, MONTALTO, Michael C, STAHL, Gregory L
Published in Circulation (New York, N.Y.) (18.09.2001)
Published in Circulation (New York, N.Y.) (18.09.2001)
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Journal Article
The Relative Distribution of Membranous and Cytoplasmic Met Is a Prognostic Indicator in Stage I and II Colon Cancer
GINTY, Fiona, ADAK, Sudeshna, CAN, Ali, GERDES, Michael, LARSEN, Melinda, CLINE, Harvey, FILKINS, Robert, ZHENGYU PANG, QING LI, MONTALTO, Michael C
Published in Clinical cancer research (15.06.2008)
Published in Clinical cancer research (15.06.2008)
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Journal Article
A Machine Learning Approach Enables Quantitative Measurement of Liver Histology and Disease Monitoring in NASH
Taylor‐Weiner, Amaro, Pokkalla, Harsha, Han, Ling, Jia, Catherine, Huss, Ryan, Chung, Chuhan, Elliott, Hunter, Glass, Benjamin, Pethia, Kishalve, Carrasco‐Zevallos, Oscar, Shukla, Chinmay, Khettry, Urmila, Najarian, Robert, Taliano, Ross, Subramanian, G. Mani, Myers, Robert P., Wapinski, Ilan, Khosla, Aditya, Resnick, Murray, Montalto, Michael C., Anstee, Quentin M., Wong, Vincent Wai‐Sun, Trauner, Michael, Lawitz, Eric J., Harrison, Stephen A., Okanoue, Takeshi, Romero‐Gomez, Manuel, Goodman, Zachary, Loomba, Rohit, Beck, Andrew H., Younossi, Zobair M.
Published in Hepatology (Baltimore, Md.) (01.07.2021)
Published in Hepatology (Baltimore, Md.) (01.07.2021)
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Journal Article
A multisite validation of whole slide imaging for primary diagnosis using standardized data collection and analysis
Wack, Katy, Drogowski, Laura, Treloar, Murray, Evans, Andrew, Ho, Jonhan, Parwani, Anil, Montalto, Michael C.
Published in Journal of pathology informatics (2016)
Published in Journal of pathology informatics (2016)
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Journal Article
AI-based automation of enrollment criteria and endpoint assessment in clinical trials in liver diseases
Iyer, Janani S., Juyal, Dinkar, Le, Quang, Shanis, Zahil, Pokkalla, Harsha, Pouryahya, Maryam, Pedawi, Aryan, Stanford-Moore, S. Adam, Biddle-Snead, Charles, Carrasco-Zevallos, Oscar, Lin, Mary, Egger, Robert, Hoffman, Sara, Elliott, Hunter, Leidal, Kenneth, Myers, Robert P., Chung, Chuhan, Billin, Andrew N., Watkins, Timothy R., Patterson, Scott D., Resnick, Murray, Wack, Katy, Glickman, Jon, Burt, Alastair D., Loomba, Rohit, Sanyal, Arun J., Glass, Ben, Montalto, Michael C., Taylor-Weiner, Amaro, Wapinski, Ilan, Beck, Andrew H.
Published in Nature medicine (07.08.2024)
Published in Nature medicine (07.08.2024)
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Journal Article
Clinical validation of an AI-based pathology tool for scoring of metabolic dysfunction-associated steatohepatitis
Pulaski, Hanna, Harrison, Stephen A., Mehta, Shraddha S., Sanyal, Arun J., Vitali, Marlena C., Manigat, Laryssa C., Hou, Hypatia, Madasu Christudoss, Susan P., Hoffman, Sara M., Stanford-Moore, Adam, Egger, Robert, Glickman, Jonathan, Resnick, Murray, Patel, Neel, Taylor, Cristin E., Myers, Robert P., Chung, Chuhan, Patterson, Scott D., Sejling, Anne-Sophie, Minnich, Anne, Baxi, Vipul, Subramaniam, G. Mani, Anstee, Quentin M., Loomba, Rohit, Ratziu, Vlad, Montalto, Michael C., Anderson, Nick P., Beck, Andrew H., Wack, Katy E.
Published in Nature medicine (04.11.2024)
Published in Nature medicine (04.11.2024)
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Journal Article
Quantitative Image Analysis for Tissue Biomarker Use: A White Paper From the Digital Pathology Association
Lara, Haydee, Li, Zaibo, Abels, Esther, Aeffner, Famke, Bui, Marilyn M, ElGabry, Ehab A, Kozlowski, Cleopatra, Montalto, Michael C, Parwani, Anil V, Zarella, Mark D, Bowman, Douglas, Rimm, David, Pantanowitz, Liron
Published in Applied immunohistochemistry & molecular morphology (01.08.2021)
Published in Applied immunohistochemistry & molecular morphology (01.08.2021)
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Journal Article
Integration of deep learning-based histopathology and transcriptomics reveals key genes associated with fibrogenesis in patients with advanced NASH
Conway, Jake, Pouryahya, Maryam, Gindin, Yevgeniy, Pan, David Z., Carrasco-Zevallos, Oscar M., Mountain, Victoria, Subramanian, G. Mani, Montalto, Michael C., Resnick, Murray, Beck, Andrew H., Huss, Ryan S., Myers, Robert P., Taylor-Weiner, Amaro, Wapinski, Ilan, Chung, Chuhan
Published in Cell reports. Medicine (18.04.2023)
Published in Cell reports. Medicine (18.04.2023)
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Journal Article
Can Digital Pathology Result In Cost Savings? A Financial Projection For Digital Pathology Implementation At A Large Integrated Health Care Organization
Ho, Jonhan, Ahlers, Stefan M., Stratman, Curtis, Aridor, Orly, Pantanowitz, Liron, Fine, Jeffrey L., Kuzmishin, John A., Montalto, Michael C., Parwani, Anil V.
Published in Journal of pathology informatics (01.01.2014)
Published in Journal of pathology informatics (01.01.2014)
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Journal Article
The imaging continuum: bench to biomarkers to diagnostics
Frank, Richard A., Långström, Bengt, Antoni, Gunnar, Montalto, Michael C., Agdeppa, Eric D., Mendizabal, Marivi, Wilson, Ian A., Vanderheyden, Jean-Luc
Published in Journal of labelled compounds & radiopharmaceuticals (01.08.2007)
Published in Journal of labelled compounds & radiopharmaceuticals (01.08.2007)
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