Early detection of breast malignancy using wavelet features and optimized classifier von Melekoodappattu, Jayesh George, Kadan, Anoop Balakrishnan, Anoop, V

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Detection of Hard Exudates Using Evolutionary Feature Selection in Retinal Fundus Images von Kadan, Anoop Balakrishnan, Subbian, Perumal Sankar

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Optimized hybrid classifier for diagnosing diabetic retinopathy: Iterative blood vessel segmentation process von Kadan, Anoop Balakrishnan, Subbian, Perumal Sankar

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Diabetic Retinopathy Detection from Fundus Images Using Machine Learning Techniques : A Review von Kadan, Anoop Balakrishnan, Subbian, Perumal Sankar

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Mutation Detection in Patients With Advanced Cancer by Universal Sequencing of Cancer-Related Genes in Tumor and Normal DNA vs Guideline-Based Germline Testing von Mandelker, Diana, Zhang, Liying, Kemel, Yelena, Stadler, Zsofia K, Joseph, Vijai, Zehir, Ahmet, Pradhan, Nisha, Arnold, Angela, Walsh, Michael F, Li, Yirong, Balakrishnan, Anoop R, Syed, Aijazuddin, Prasad, Meera, Nafa, Khedoudja, Carlo, Maria I, Cadoo, Karen A, Sheehan, Meg, Fleischut, Megan H, Salo-Mullen, Erin, Trottier, Magan, Lipkin, Steven M, Lincoln, Anne, Mukherjee, Semanti, Ravichandran, Vignesh, Cambria, Roy, Galle, Jesse, Abida, Wassim, Arcila, Marcia E, Benayed, Ryma, Shah, Ronak, Yu, Kenneth, Bajorin, Dean F, Coleman, Jonathan A, Leach, Steven D, Lowery, Maeve A, Garcia-Aguilar, Julio, Kantoff, Philip W, Sawyers, Charles L, Dickler, Maura N, Saltz, Leonard, Motzer, Robert J, O’Reilly, Eileen M, Scher, Howard I, Baselga, José, Klimstra, David S, Solit, David B, Hyman, David M, Berger, Michael F, Ladanyi, Marc, Robson, Mark E, Offit, Kenneth

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Cell-free DNA from nail clippings as source of normal control for genomic studies in hematologic malignancies von Krystel-Whittemore, Melissa, Petrova-Drus, Kseniya, Ptashkin, Ryan N, Ewalt, Mark D, Yao, JinJuan, Liu, Ying, Zhu, Menglei, Benhamida, Jamal, Durham, Benjamin, Kumar, Jyoti, Nafa, Khedoudja, Kiecka, Iwona, Bowman, Anita S, Gedvilaite, Erika, Casanova, Jacklyn, Lin, Yun-Te, Mohanty, Abhinita S, Rana, Satshil, Rema, Anoop Balakrishnan, Rijo, Ivelise, Chaves, Nelio, Salazar, Paulo, Yun, Anita, Lachhander, Sean, Wang, Wei, Haque, Mohammad S, Xiao, Wenbin, Roshal, Mikhail, Giralt, Sergio, Salles, Gilles, Rampal, Raajit, Stein, Eytan M, Perales, Miguel-Angel, Horwitz, Steven, Jakubowski, Ann, Ponce, Doris, Markova, Alina, Birsoy, Ozge, Mandelker, Diana, Mantha, Simon, Dogan, Ahmet, Benayed, Ryma, Ladanyi, Marc, Berger, Michael F, Brannon, A Rose, Zehir, Ahmet, Vanderbilt, Chad, Arcila, Maria E

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Automatic diagnosis of diabetic retinopathy with the aid of adaptive average filtering with optimized deep convolutional neural network von Roshini, TV, Ravi, Ranjith V, Reema Mathew, A, Kadan, Anoop Balakrishnan, Subbian, Perumal Sankar

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Enhanced specificity of clinical high-sensitivity tumor mutation profiling in cell-free DNA via paired normal sequencing using MSK-ACCESS von Rose Brannon, A., Jayakumaran, Gowtham, Diosdado, Monica, Patel, Juber, Razumova, Anna, Hu, Yu, Meng, Fanli, Haque, Mohammad, Sadowska, Justyna, Murphy, Brian J., Baldi, Tessara, Johnson, Ian, Ptashkin, Ryan, Hasan, Maysun, Srinivasan, Preethi, Rema, Anoop Balakrishnan, Rijo, Ivelise, Agarunov, Aaron, Won, Helen, Perera, Dilmi, Brown, David N., Samoila, Aliaksandra, Jing, Xiaohong, Gedvilaite, Erika, Yang, Julie L., Stephens, Dennis P., Dix, Jenna-Marie, DeGroat, Nicole, Nafa, Khedoudja, Syed, Aijazuddin, Li, Alan, Lebow, Emily S., Bowman, Anita S., Ferguson, Donna C., Liu, Ying, Mata, Douglas A., Sharma, Rohit, Yang, Soo-Ryum, Bale, Tejus, Benhamida, Jamal K., Chang, Jason C., Dogan, Snjezana, Hameed, Meera R., Hechtman, Jaclyn F., Moung, Christine, Ross, Dara S., Vakiani, Efsevia, Vanderbilt, Chad M., Yao, JinJuan, Razavi, Pedram, Smyth, Lillian M., Chandarlapaty, Sarat, Iyer, Gopa, Abida, Wassim, Harding, James J., Krantz, Benjamin, O’Reilly, Eileen, Yu, Helena A., Li, Bob T., Rudin, Charles M., Diaz, Luis, Solit, David B., Arcila, Maria E., Ladanyi, Marc, Loomis, Brian, Tsui, Dana, Berger, Michael F., Zehir, Ahmet, Benayed, Ryma

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O12: Clonal hematopoiesis-related variants confounding hereditary cancer testing: Results from matched tumor-normal sequencing of 26,329 cancer patients von Birsoy, Ozge, Rema, Anoop Balakrishnan, Rana, Satshil, Brannon, Rose, Syed, Aijazuddin, Mandelker, Diana

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Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients von Zehir, Ahmet, Benayed, Ryma, Shah, Ronak H, Syed, Aijazuddin, Middha, Sumit, Kim, Hyunjae R, Srinivasan, Preethi, Gao, Jianjiong, Chakravarty, Debyani, Devlin, Sean M, Hellmann, Matthew D, Barron, David A, Schram, Alison M, Hameed, Meera, Dogan, Snjezana, Ross, Dara S, Hechtman, Jaclyn F, DeLair, Deborah F, Yao, JinJuan, Mandelker, Diana L, Cheng, Donavan T, Chandramohan, Raghu, Mohanty, Abhinita S, Ptashkin, Ryan N, Jayakumaran, Gowtham, Prasad, Meera, Syed, Mustafa H, Rema, Anoop Balakrishnan, Liu, Zhen Y, Nafa, Khedoudja, Borsu, Laetitia, Sadowska, Justyna, Casanova, Jacklyn, Bacares, Ruben, Kiecka, Iwona J, Razumova, Anna, Son, Julie B, Stewart, Lisa, Baldi, Tessara, Mullaney, Kerry A, Al-Ahmadie, Hikmat, Vakiani, Efsevia, Abeshouse, Adam A, Penson, Alexander V, Jonsson, Philip, Camacho, Niedzica, Chang, Matthew T, Won, Helen H, Gross, Benjamin E, Kundra, Ritika, Heins, Zachary J, Chen, Hsiao-Wei, Phillips, Sarah, Zhang, Hongxin, Wang, Jiaojiao, Ochoa, Angelica, Wills, Jonathan, Eubank, Michael, Thomas, Stacy B, Gardos, Stuart M, Reales, Dalicia N, Galle, Jesse, Durany, Robert, Cambria, Roy, Abida, Wassim, Cercek, Andrea, Feldman, Darren R, Gounder, Mrinal M, Hakimi, A Ari, Harding, James J, Iyer, Gopa, Janjigian, Yelena Y, Jordan, Emmet J, Kelly, Ciara M, Lowery, Maeve A, Morris, Luc G T, Omuro, Antonio M, Raj, Nitya, Razavi, Pedram, Shoushtari, Alexander N, Shukla, Neerav, Soumerai, Tara E, Varghese, Anna M, Yaeger, Rona, Coleman, Jonathan, Bochner, Bernard, Riely, Gregory J, Saltz, Leonard B, Scher, Howard I, Sabbatini, Paul J, Robson, Mark E, Klimstra, David S, Taylor, Barry S, Baselga, Jose, Schultz, Nikolaus, Hyman, David M, Arcila, Maria E, Solit, David B, Ladanyi, Marc, Berger, Michael F

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Enhanced clinical assessment of hematologic malignancies through routine paired tumor and normal sequencing von Ptashkin, Ryan N., Ewalt, Mark D., Jayakumaran, Gowtham, Kiecka, Iwona, Bowman, Anita S., Yao, JinJuan, Casanova, Jacklyn, Lin, Yun-Te David, Petrova-Drus, Kseniya, Mohanty, Abhinita S., Bacares, Ruben, Benhamida, Jamal, Rana, Satshil, Razumova, Anna, Vanderbilt, Chad, Balakrishnan Rema, Anoop, Rijo, Ivelise, Son-Garcia, Julie, de Bruijn, Ino, Zhu, Menglei, Lachhander, Sean, Wang, Wei, Haque, Mohammad S., Seshan, Venkatraman E., Wang, Jiajing, Liu, Ying, Nafa, Khedoudja, Borsu, Laetitia, Zhang, Yanming, Aypar, Umut, Suehnholz, Sarah P., Chakravarty, Debyani, Park, Jae H., Abdel-Wahab, Omar, Mato, Anthony R., Xiao, Wenbin, Roshal, Mikhail, Yabe, Mariko, Batlevi, Connie Lee, Giralt, Sergio, Salles, Gilles, Rampal, Raajit, Tallman, Martin, Stein, Eytan M., Younes, Anas, Levine, Ross L., Perales, Miguel-Angel, van den Brink, Marcel R. M., Dogan, Ahmet, Ladanyi, Marc, Berger, Michael F., Brannon, A. Rose, Benayed, Ryma, Zehir, Ahmet, Arcila, Maria E.

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Abstract 5440: Deep-learning model for tumor type classification enables enhanced clinical decision support in cancer diagnosis von Darmofal, Madison, Suman, Shalabh, Atwal, Gurnit, Chen, Jie-Fu, Varghese, Anna, Chang, Jason C., Rema, Anoop Balakrishnan, Syed, Aijazuddin, Morris, Quaid, Berger, Michael

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Abstract 3409: MSK-IMPACT Heme: Validation and clinical experience of a comprehensive molecular profiling platform for hematologic malignancies von Ptashkin, Ryan N., Benayed, Ryma, Ziegler, John, Rema, Anoop Balakrishnan, Sadowska, Justyna, Kiecka, Iwona, Ho, Caleb, Yao, JinJuan, Moung, Christine, Petrova-Drus, Kseniya, Nafa, Khedoudja, Batlevi, Connie, Tallman, Martin, Levine, Ross, Giralt, Sergio, Younes, Anas, Ladanyi, Marc, Berger, Mike, Zehir, Ahmet, Arcila, Maria E.

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Massive Pulmonary Embolism despite Anticoagulation in a Post-Covid Patient von Balakrishnan, Niveditha, Jain, Sandeep, Purkayastha, Anoop, Mehta, Manish

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Waves off Gopalpur, northern Bay of Bengal during Cyclone Phailin von Amrutha, M. M., Sanil Kumar, V., Anoop, T. R., Balakrishnan Nair, T. M., Nherakkol, A., Jeyakumar, C.

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Broker-based bus protocol and multi-client architecture von Crosbie, John, Veselov, Pawel, Balakrishnan, Anoop, Acharya, Shrikant

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BROKER-BASED BUS PROTOCOL AND MULTI-CLIENT ARCHITECTURE von Crosbie, John, Veselov, Pawel, Balakrishnan, Anoop, Acharya, Shrikant

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Artificial intelligence system with hierarchical machine learning for interaction session optimization von Bernet, Janick M, Verma, Prashant, Balakrishnan, Anoop

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Broker-based bus protocol and multi-client architecture von Crosbie, John, Veselov, Pawel, Balakrishnan, Anoop, Acharya, Shrikant

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BROKER-BASED BUS PROTOCOL AND MULTI-CLIENT ARCHITECTURE von BALAKRISHNAN, Anoop, ACHARYA, Shrikant, CROSBIE, John, VESELOV, Pawel

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