Convolutional Neural Networks (CNNs) for Pneumonia Classification on Pediatric Chest Radiographs

por Saboo, Yash S, Kapse, Saarthak, Prasanna, Prateek
Publicado 2023

Co-occurrence of Local Anisotropic Gradient Orientations (CoLlAGe): A new radiomics descriptor

por Prasanna, Prateek, Tiwari, Pallavi, Madabhushi, Anant
Publicado 2016

Single cell qPCR reveals that additional HAND2 and microRNA-1 facilitate the early reprogramming progress of seven-factor-induced human myocytes

por Bektik, Emre, Dennis, Adrienne, Prasanna, Prateek, Madabhushi, Anant, Fu, Ji-Dong
Publicado 2017

Identifying Cross-Scale Associations between Radiomic and Pathomic Signatures of Non-Small Cell Lung Cancer Subtypes: Preliminary Results

por Alvarez-Jimenez, Charlems, Sandino, Alvaro A., Prasanna, Prateek, Gupta, Amit, Viswanath, Satish E., Romero, Eduardo
Publicado 2020

Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI

por Braman, Nathaniel M., Etesami, Maryam, Prasanna, Prateek, Dubchuk, Christina, Gilmore, Hannah, Tiwari, Pallavi, Pletcha, Donna, Madabhushi, Anant
Publicado 2017

Erratum to: Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI

por Braman, Nathaniel M., Etesami, Maryam, Prasanna, Prateek, Dubchuk, Christina, Gilmore, Hannah, Tiwari, Pallavi, Plecha, Donna, Madabhushi, Anant
Publicado 2017

Mass Effect Deformation Heterogeneity (MEDH) on Gadolinium-contrast T1-weighted MRI is associated with decreased survival in patients with right cerebral hemisphere Glioblastoma: A...

por Prasanna, Prateek, Mitra, Jhimli, Beig, Niha, Nayate, Ameya, Patel, Jay, Ghose, Soumya, Thawani, Rajat, Partovi, Sasan, Madabhushi, Anant, Tiwari, Pallavi
Publicado 2019

Radiomics and radiogenomics in gliomas: a contemporary update

por Singh, Gagandeep, Manjila, Sunil, Sakla, Nicole, True, Alan, Wardeh, Amr H., Beig, Niha, Vaysberg, Anatoliy, Matthews, John, Prasanna, Prateek, Spektor, Vadim
Publicado 2021

Effects of Prone Ventilation on Oxygenation, Inflammation, and Lung Infiltrates in COVID-19 Related Acute Respiratory Distress Syndrome: A Retrospective Cohort Study

por Khullar, Rohit, Shah, Shrey, Singh, Gagandeep, Bae, Joseph, Gattu, Rishabh, Jain, Shubham, Green, Jeremy, Anandarangam, Thiruvengadam, Cohen, Marc, Madan, Nikhil, Prasanna, Prateek
Publicado 2020

A Novel Nodule Edge Sharpness Radiomic Biomarker Improves Performance of Lung-RADS for Distinguishing Adenocarcinomas from Granulomas on Non-Contrast CT Scans

por Alilou, Mehdi, Prasanna, Prateek, Bera, Kaustav, Gupta, Amit, Rajiah, Prabhakar, Yang, Michael, Jacono, Frank, Velcheti, Vamsidhar, Gilkeson, Robert, Linden, Philip, Madabhushi, Anant
Publicado 2021

Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma?—A Feasibility Study

por Ismail, Marwa, Hill, Virginia, Statsevych, Volodymyr, Mason, Evan, Correa, Ramon, Prasanna, Prateek, Singh, Gagandeep, Bera, Kaustav, Thawani, Rajat, Ahluwalia, Manmeet, Madabhushi, Anant, Tiwari, Pallavi
Publicado 2020

A tumor vasculature–based imaging biomarker for predicting response and survival in patients with lung cancer treated with checkpoint inhibitors

por Alilou, Mehdi, Khorrami, Mohammadhadi, Prasanna, Prateek, Bera, Kaustav, Gupta, Amit, Viswanathan, Vidya Sankar, Patil, Pradnya, Velu, Priya Darsini, Fu, Pingfu, Velcheti, Vamsidhar, Madabhushi, Anant
Publicado 2022

Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma

por Beig, Niha, Patel, Jay, Prasanna, Prateek, Hill, Virginia, Gupta, Amit, Correa, Ramon, Bera, Kaustav, Singh, Salendra, Partovi, Sasan, Varadan, Vinay, Ahluwalia, Manmeet, Madabhushi, Anant, Tiwari, Pallavi
Publicado 2018

Quantitative vessel tortuosity: A potential CT imaging biomarker for distinguishing lung granulomas from adenocarcinomas

por Alilou, Mehdi, Orooji, Mahdi, Beig, Niha, Prasanna, Prateek, Rajiah, Prabhakar, Donatelli, Christopher, Velcheti, Vamsidhar, Rakshit, Sagar, Yang, Michael, Jacono, Frank, Gilkeson, Robert, Linden, Philip, Madabhushi, Anant
Publicado 2018

Author Correction: Quantitative vessel tortuosity: A potential CT imaging biomarker for distinguishing lung granulomas from adenocarcinomas

por Alilou, Mehdi, Orooji, Mahdi, Beig, Niha, Prasanna, Prateek, Rajiah, Prabhakar, Donatelli, Christopher, Velcheti, Vamsidhar, Rakshit, Sagar, Yang, Michael, Jacono, Frank, Gilkeson, Robert, Linden, Philip, Madabhushi, Anant
Publicado 2019

Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study

por Bae, Joseph, Kapse, Saarthak, Singh, Gagandeep, Gattu, Rishabh, Ali, Syed, Shah, Neal, Marshall, Colin, Pierce, Jonathan, Phatak, Tej, Gupta, Amit, Green, Jeremy, Madan, Nikhil, Prasanna, Prateek
Publicado 2021

Deep learning-based approach to the characterization and quantification of histopathology in mouse models of colitis

por Kobayashi, Soma, Shieh, Jason, Ruiz de Sabando, Ainara, Kim, Julie, Liu, Yang, Zee, Sui Y., Prasanna, Prateek, Bialkowska, Agnieszka B., Saltz, Joel H., Yang, Vincent W.
Publicado 2022

Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma

por Ismail, Marwa, Prasanna, Prateek, Bera, Kaustav, Statsevych, Volodymyr, Hill, Virginia, Singh, Gagandeep, Partovi, Sasan, Beig, Niha, McGarry, Sean, Laviolette, Peter, Ahluwalia, Manmeet, Madabhushi, Anant, Tiwari, Pallavi
Publicado 2022

A prognostic model for overall survival of patients with early-stage non-small cell lung cancer: a multicentre, retrospective study

por Lu, Cheng, Bera, Kaustav, Wang, Xiangxue, Prasanna, Prateek, Xu, Jun, Janowczyk, Andrew, Beig, Niha, Yang, Michael, Fu, Pingfu, Lewis, James, Choi, Humberto, Schmid, Ralph A, Berezowska, Sabina, Schalper, Kurt, Rimm, David, Velcheti, Vamsidhar, Madabhushi, Anant
Publicado 2020

Image analysis reveals molecularly distinct patterns of TILs in NSCLC associated with treatment outcome

por Ding, Ruiwen, Prasanna, Prateek, Corredor, Germán, Barrera, Cristian, Zens, Philipp, Lu, Cheng, Velu, Priya, Leo, Patrick, Beig, Niha, Li, Haojia, Toro, Paula, Berezowska, Sabina, Baxi, Vipul, Balli, David, Belete, Merzu, Rimm, David L., Velcheti, Vamsidhar, Schalper, Kurt, Madabhushi, Anant
Publicado 2022