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Carlo C. Maley
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2020 – today
- 2024
- [c11]Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski, Christopher Norby, Carlo C. Maley:
Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification. CHI 2024: 727:1-727:11 - [i2]Rostyslav Hnatyshyn, Jiayi Hong, Ross Maciejewski, Christopher Norby, Carlo C. Maley:
Capturing Cancer as Music: Cancer Mechanisms Expressed through Musification. CoRR abs/2402.06777 (2024) - 2022
- [j8]Rui Hou, Yifan Peng, Lars J. Grimm, Yinhao Ren, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Anomaly Detection of Calcifications in Mammography Based on 11, 000 Negative Cases. IEEE Trans. Biomed. Eng. 69(5): 1639-1650 (2022) - [c10]Faranak Sobhani, Azam Hamidinekoo, Allison H. Hall, Lorraine M. King, Jeffrey R. Marks, Carlo C. Maley, Hugo M. Horlings, Eun-Sil Shelley Hwang, Yinyin Yuan:
Automated Dcis Identification From Multiplex Immunohistochemistry Using Generative Adversarial Networks. ISBI 2022: 1-5 - [c9]Yeman Brhane Hagos, Faranak Sobhani, Simon P. Castillo, Allison H. Hall, Khalid AbdulJabbar, Roberto Salgado, Bryan Harmon, Kristalyn Gallagher, Mark Kilgore, Lorraine M. King, Jeffrey R. Marks, Carlo C. Maley, Hugo M. Horlings, Robert B. West, Eun-Sil Shelley Hwang, Yinyin Yuan:
DCIS AI-TIL: Ductal Carcinoma In Situ Tumour Infiltrating Lymphocyte Scoring Using Artificial Intelligence. AIIIMA/MIABID@MICCAI 2022: 164-175 - 2021
- [j7]Angelo Fortunato, Diego Mallo, Shawn M. Rupp, Lorraine M. King, Timothy Hardman, Joseph Y. Lo, Allison H. Hall, Jeffrey R. Marks, Eun-Sil Shelley Hwang, Carlo C. Maley:
A new method to accurately identify single nucleotide variants using small FFPE breast samples. Briefings Bioinform. 22(6) (2021) - [c8]Justin Law, Thomas G. Paulson, Carissa A. Sanchez, Patricia C. Galipeau, Marnix Jansen, Matthew D. Stachler, Carlo C. Maley, Yinyin Yuan:
Wisdom Of The Crowd For Early Detection In Barrett's Esophagus. ISBI 2021: 531-535 - [i1]Edward C. Schrom II, Ann Kinzig, Stephanie Forrest, Andrea L. Graham, Simon A. Levin, Carl T. Bergstrom, Carlos Castillo-Chavez, James P. Collins, Rob J. De Boer, Adam Doupé, Roya Ensafi, Stuart I. Feldman, Bryan T. Grenfell, J. Alex Halderman, Silvie Huijben, Carlo C. Maley, Melanie E. Moses, Alan S. Perelson, Charles Perrings, Joshua B. Plotkin, Jennifer Rexford, Mohit Tiwari:
Challenges in cybersecurity: Lessons from biological defense systems. CoRR abs/2107.10344 (2021) - 2020
- [j6]Rui Hou, Maciej A. Mazurowski, Lars J. Grimm, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Prediction of Upstaged Ductal Carcinoma In Situ Using Forced Labeling and Domain Adaptation. IEEE Trans. Biomed. Eng. 67(6): 1565-1572 (2020) - [c7]Rui Hou, Lars J. Grimm, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
A multitask deep learning method in simultaneously predicting occult invasive disease in ductal carcinoma in-situ and segmenting microcalcifications in mammography. Computer-Aided Diagnosis 2020
2010 – 2019
- 2019
- [c6]Rui Hou, Yinhao Ren, Lars J. Grimm, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Malignant microcalcification clusters detection using unsupervised deep autoencoders. Computer-Aided Diagnosis 2019: 109502Q - 2018
- [c5]Rui Hou, Bibo Shi, Lars J. Grimm, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Improving classification with forced labeling of other related classes: application to prediction of upstaged ductal carcinoma in situ using mammographic features. Computer-Aided Diagnosis 2018: 105750R - [c4]Bibo Shi, Rui Hou, Maciej A. Mazurowski, Lars J. Grimm, Yinhao Ren, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Learning better deep features for the prediction of occult invasive disease in ductal carcinoma in situ through transfer learning. Computer-Aided Diagnosis 2018: 105752R - 2017
- [c3]Bibo Shi, Lars J. Grimm, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Prediction of occult invasive disease in ductal carcinoma in situ using computer-extracted mammographic features. Computer-Aided Diagnosis 2017: 101341I - [c2]Bibo Shi, Lars J. Grimm, Maciej A. Mazurowski, Jeffrey R. Marks, Lorraine M. King, Carlo C. Maley, Eun-Sil Shelley Hwang, Joseph Y. Lo:
Can upstaging of ductal carcinoma in situ be predicted at biopsy by histologic and mammographic features? Computer-Aided Diagnosis 2017: 101342X - 2016
- [j5]Rumen Kostadinov, Carlo C. Maley, Mary K. Kuhner:
Bulk Genotyping of Biopsies Can Create Spurious Evidence for Hetereogeneity in Mutation Content. PLoS Comput. Biol. 12(4) (2016)
2000 – 2009
- 2007
- [j4]John W. Pepper, Kathleen Sprouffske, Carlo C. Maley:
Animal Cell Differentiation Patterns Suppress Somatic Evolution. PLoS Comput. Biol. 3(12) (2007) - 2003
- [j3]Carlo C. Maley, Stephen J. Tapscott:
Selective Instability: Maternal Effort and the Evolution of Gene Activation and Deactivation Rates. Artif. Life 9(3): 317-326 (2003) - 2000
- [j2]Carlo C. Maley, Stephanie Forrest:
Exploring the Relationship Between Neutral and Selective Mutations in Cancer. Artif. Life 6(4): 325-345 (2000)
1990 – 1999
- 1998
- [b1]Carlo C. Maley:
The evolution of biodiversity: a simulation approach. Massachusetts Institute of Technology, Cambridge, MA, USA, 1998 - [j1]Carlo C. Maley:
DNA Computation: Theory, Practice, and Prospects. Evol. Comput. 6(3): 201-229 (1998) - 1995
- [c1]Carlo C. Maley:
The Coevolution of Mutation Rates. ECAL 1995: 219-233
Coauthor Index
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