Development and validation of an AI-enabled digital breast cancer assay to predict early-stage breast cancer recurrence within 6 years
Fernandez, Gerardo, Prastawa, Marcel, Madduri, Abishek Sainath, Scott, Richard, Marami, Bahram, Shpalensky, Nina, Cascetta, Krystal, Sawyer, Mary, Chan, Monica, Koll, Giovanni, Shtabsky, Alexander, Feliz, Aaron, Hansen, Thomas, Veremis, Brandon, Cordon-Cardo, Carlos, Zeineh, Jack, Donovan, Michael J
Published in Breast cancer research : BCR (20.12.2022)
Published in Breast cancer research : BCR (20.12.2022)
Get full text
Journal Article
Artificial intelligence-derived neurofibrillary tangle burden is associated with antemortem cognitive impairment
Marx, Gabriel A, Koenigsberg, Daniel G, McKenzie, Andrew T, Kauffman, Justin, Hanson, Russell W, Whitney, Kristen, Signaevsky, Maxim, Prastawa, Marcel, Iida, Megan A, White, 3rd, Charles L, Walker, Jamie M, Richardson, Timothy E, Koll, John, Fernandez, Gerardo, Zeineh, Jack, Cordon-Cardo, Carlos, Crary, John F, Farrell, Kurt
Published in Acta neuropathologica communications (31.10.2022)
Published in Acta neuropathologica communications (31.10.2022)
Get full text
Journal Article
Antemortem detection of Parkinson's disease pathology in peripheral biopsies using artificial intelligence
Signaevsky, Maxim, Marami, Bahram, Prastawa, Marcel, Tabish, Nabil, Iida, Megan A, Zhang, Xiang Fu, Sawyer, Mary, Duran, Israel, Koenigsberg, Daniel G, Bryce, Clare H, Chahine, Lana M, Mollenhauer, Brit, Mosovsky, Sherri, Riley, Lindsey, Dave, Kuldip D, Eberling, Jamie, Coffey, Chris S, Adler, Charles H, Serrano, Geidy E, White, 3rd, Charles L, Koll, John, Fernandez, Gerardo, Zeineh, Jack, Cordon-Cardo, Carlos, Beach, Thomas G, Crary, John F
Published in Acta neuropathologica communications (14.02.2022)
Published in Acta neuropathologica communications (14.02.2022)
Get full text
Journal Article
BACH: Grand challenge on breast cancer histology images
Aresta, Guilherme, Araújo, Teresa, Kwok, Scotty, Chennamsetty, Sai Saketh, Safwan, Mohammed, Alex, Varghese, Marami, Bahram, Prastawa, Marcel, Chan, Monica, Donovan, Michael, Fernandez, Gerardo, Zeineh, Jack, Kohl, Matthias, Walz, Christoph, Ludwig, Florian, Braunewell, Stefan, Baust, Maximilian, Vu, Quoc Dang, To, Minh Nguyen Nhat, Kim, Eal, Kwak, Jin Tae, Galal, Sameh, Sanchez-Freire, Veronica, Brancati, Nadia, Frucci, Maria, Riccio, Daniel, Wang, Yaqi, Sun, Lingling, Ma, Kaiqiang, Fang, Jiannan, Kone, Ismael, Boulmane, Lahsen, Campilho, Aurélio, Eloy, Catarina, Polónia, António, Aguiar, Paulo
Published in Medical image analysis (01.08.2019)
Published in Medical image analysis (01.08.2019)
Get full text
Journal Article
PAIP 2019: Liver cancer segmentation challenge
Kim, Yoo Jung, Jang, Hyungjoon, Lee, Kyoungbun, Park, Seongkeun, Min, Sung-Gyu, Hong, Choyeon, Park, Jeong Hwan, Lee, Kanggeun, Kim, Jisoo, Hong, Wonjae, Jung, Hyun, Liu, Yanling, Rajkumar, Haran, Khened, Mahendra, Krishnamurthi, Ganapathy, Yang, Sen, Wang, Xiyue, Han, Chang Hee, Kwak, Jin Tae, Ma, Jianqiang, Tang, Zhe, Marami, Bahram, Zeineh, Jack, Zhao, Zixu, Heng, Pheng-Ann, Schmitz, Rüdiger, Madesta, Frederic, Rösch, Thomas, Werner, Rene, Tian, Jie, Puybareau, Elodie, Bovio, Matteo, Zhang, Xiufeng, Zhu, Yifeng, Chun, Se Young, Jeong, Won-Ki, Park, Peom, Choi, Jinwook
Published in Medical image analysis (01.01.2021)
Published in Medical image analysis (01.01.2021)
Get full text
Journal Article
Abstract PS6-09: An AI-digital breast cancer risk discrimination platform (PreciseDx) using a representative H&E image and selected clinical variables accurately categorized patients with oncotype Dx low risk recurrence scores (RS)
Donovan, Michael Joseph, Shpalensky, Nina, Prastawa, Marcel, Abishek, SM, Scott, Richard, Sawyer, Mary, Zeineh, Jack, Fernandez, Gerardo
Published in Cancer research (Chicago, Ill.) (15.02.2021)
Published in Cancer research (Chicago, Ill.) (15.02.2021)
Get full text
Journal Article
Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy
Signaevsky, Maxim, Prastawa, Marcel, Farrell, Kurt, Tabish, Nabil, Baldwin, Elena, Han, Natalia, Iida, Megan A., Koll, John, Bryce, Clare, Purohit, Dushyant, Haroutunian, Vahram, McKee, Ann C., Stein, Thor D., White, Charles L., Walker, Jamie, Richardson, Timothy E., Hanson, Russell, Donovan, Michael J., Cordon-Cardo, Carlos, Zeineh, Jack, Fernandez, Gerardo, Crary, John F.
Published in Laboratory investigation (01.07.2019)
Published in Laboratory investigation (01.07.2019)
Get full text
Journal Article
MP09-12 AN AUTOMATED NOVEL DEEP LEARNING H&E IMAGE ANALYSIS PLATFORM OUTPERFORMS CLINICAL ONLY MODELS AND GLEASON GRADING TO PREDICT POSTOPERATIVE DISEASE RECURRENCE
Fernandez, Gerardo, Scott, Richard, Madduri, Abishek Sainath, Prastawa, Marcel, Marami, Bahram, Cordon-Cardo, Carlos, Zeineh, Jack, Donovan, Michael
Published in The Journal of urology (01.04.2020)
Published in The Journal of urology (01.04.2020)
Get full text
Journal Article
Abstract P3-08-11: The application of machine learning techniques to standardize breast cancer grading and develop multivariate risk outcome models
Prastawa, Marcel, Madduri, Abishek Sainath, Veremis, Brandon, Shtabsky, Alexander, Marami, Bahram, Zeineh, Jack, Donovan, Michael Joseph, Fernandez, Gerardo
Published in Cancer research (Chicago, Ill.) (15.02.2020)
Published in Cancer research (Chicago, Ill.) (15.02.2020)
Get full text
Journal Article
The application of artificial intelligence and machine learning to automate Gleason grading: Novel tools to develop next generation risk assessment assays
Donovan, Michael Joseph, Scott, Richard, Khan, Faisal m, Zeineh, Jack, Fernandez, Gerardo
Published in Journal of clinical oncology (20.02.2018)
Published in Journal of clinical oncology (20.02.2018)
Get full text
Journal Article
Analytical Validation of the PreciseDx Digital Prognostic Breast Cancer Test in Early-Stage Breast Cancer
Fernandez, Gerardo, Zeineh, Jack, Prastawa, Marcel, Scott, Richard, Madduri, Abishek Sainath, Shtabsky, Alexander, Jaffer, Shabnam, Feliz, Aaron, Veremis, Brandon, Mejias, Juan Carlos, Charytonowicz, Elizabeth, Gladoun, Nataliya, Koll, Giovanni, Cruz, Kristian, Malinowski, Doug, Donovan, Michael J.
Published in Clinical breast cancer (01.02.2024)
Published in Clinical breast cancer (01.02.2024)
Get full text
Journal Article
Abstract B093: Development and validation of a novel automated Gleason grade and molecular profile that define a highly predictive prostate cancer progression algorithm-based test
Donovan, Michael Joseph, Fernandez, Gerardo, Scott, Richard, Zeineh, Jack, Koll, Giovanni, Khan, Faisal, Gladoun, Nataliya, Charytonowicz, Elizabeth, Tewari, Ash, Cordon-Cardo, Carlos
Published in Cancer research (Chicago, Ill.) (15.08.2018)
Published in Cancer research (Chicago, Ill.) (15.08.2018)
Get full text
Journal Article
Tissue-based analytics provide the next generation of prostate cancer risk models
Donovan, Michael, Scott, Richard, Khan, Faisal m, Zeineh, Jack, Koll, Giovanni, Gladoun, Nataliya, Charytonowicz, Elizabeth, Fernandez, Gerardo
Published in Journal of clinical oncology (20.02.2017)
Published in Journal of clinical oncology (20.02.2017)
Get full text
Journal Article
Development and validation of a novel automated Gleason grade and molecular profile that define a highly predictive prostate cancer progression algorithm-based test
Donovan, Michael J., Fernandez, Gerardo, Scott, Richard, Khan, Faisal M., Zeineh, Jack, Koll, Giovanni, Gladoun, Nataliya, Charytonowicz, Elizabeth, Tewari, Ash, Cordon-Cardo, Carlos
Published in Prostate cancer and prostatic diseases (01.11.2018)
Published in Prostate cancer and prostatic diseases (01.11.2018)
Get full text
Journal Article
Advanced tissue-based image analysis techniques integrated with biomarker-morphometric multiplex immunofluorescence to provide prostate cancer risk stratification models post-surgery
Donovan, Michael, Khan, Faisal M, Scott, Richard, Zeineh, Jack, Koll, Giovanni, Gladoun, Nataliya, Charytonowicz, Elizabeth, Fernandez, Gerardo
Published in Journal of clinical oncology (10.01.2016)
Published in Journal of clinical oncology (10.01.2016)
Get full text
Journal Article
Screening peripheral biopsies for alpha‐synuclein pathology using deep machine learning: Developing topics
Signaevski, Maxim, Prastawa, Marcel, Tabish, Nabil, Marami, Bahram, Koenigsberg, Daniel, Bryce, Clare, Chahine, Lana, Mollenhauer, Brit, Mosovsky, Sherri, Riley, Lindsey, Dave, Kuldip D, Eberling, Jamie, Coffey, Chris, Adler, Charles, Serrano, Geidy E, III, Charles White, Koll, John, Fernandez, Gerardo, Zeineh, Jack, Cordon‐Cardo, Carlos, Beach, Thomas G, Crary, John F
Published in Alzheimer's & dementia (01.12.2020)
Published in Alzheimer's & dementia (01.12.2020)
Get full text
Journal Article