Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature communications 13 (1), 7346, 2022 | 164 | 2022 |
Extracellular vesicle PD-L1 dynamics predict durable response to immune-checkpoint inhibitors and survival in patients with non-small cell lung cancer D de Miguel-Perez, A Russo, O Arrieta, M Ak, F Barron, M Gunasekaran, ... Journal of Experimental & Clinical Cancer Research 41 (1), 186, 2022 | 55 | 2022 |
Radiomics analysis for predicting pembrolizumab response in patients with advanced rare cancers RR Colen, C Rolfo, M Ak, M Ayoub, S Ahmed, N Elshafeey, P Mamindla, ... Journal for immunotherapy of cancer 9 (4), 2021 | 42 | 2021 |
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ... The journal of machine learning for biomedical imaging 2022, 2022 | 40 | 2022 |
MRI-based radiomics and radiogenomics in the management of low-grade gliomas: evaluating the evidence for a paradigm shift A Habib, N Jovanovich, M Hoppe, M Ak, P Mamindla, R R. Colen, PO Zinn Journal of Clinical Medicine 10 (7), 1411, 2021 | 29 | 2021 |
A general skull stripping of multiparametric brain MRIs using 3D convolutional neural network L Pei, M Ak, NHM Tahon, S Zenkin, S Alkarawi, A Kamal, M Yilmaz, ... Scientific Reports 12 (1), 10826, 2022 | 18 | 2022 |
Novel theranostic agent for PET imaging and targeted radiopharmaceutical therapy of tumour-infiltrating immune cells in glioma A Foster, S Nigam, DS Tatum, I Raphael, J Xu, R Kumar, E Plakseychuk, ... EBioMedicine 71, 2021 | 18 | 2021 |
Evolving role and translation of radiomics and radiogenomics in adult and pediatric neuro-oncology M Ak, SA Toll, KZ Hein, RR Colen, S Khatua American Journal of Neuroradiology 43 (6), 792-801, 2022 | 15 | 2022 |
Multimodal Brain Tumor Segmentation and Survival Prediction Using a 3D Self-ensemble ResUNet P Linmin, M AK, C Rivka Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021 | 13* | 2021 |
Pre-operative MRI radiomics model non-invasively predicts key genomic markers and survival in glioblastoma patients M Pease, ZC Gersey, M Ak, A Elakkad, A Kotrotsou, S Zenkin, ... Journal of neuro-oncology 160 (1), 253-263, 2022 | 11 | 2022 |
Radiomic signatures to predict response to targeted therapy and immune checkpoint blockade in melanoma patients (pts) on neoadjuvant therapy. RR Colen, GO Ologun, P Zinn, M AK, R Arora, EM Burton, IC Glitza, ... Journal of Clinical Oncology 38 (15_suppl), 10067-10067, 2020 | 8 | 2020 |
Author Correction: Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... nature communications 14 (1), 436, 2023 | 3 | 2023 |
NIMG-22. Prediction of glioblastoma cellular infiltration and recurrence using machine learning and multi-parametric mri analysis: results from the multi-institutional respond … H Akbari, S Mohan, JA Garcia, AF Kazerooni, C Sako, S Bakas, G Shukla, ... Neuro-Oncology 23 (Supplement_6), vi132-vi133, 2021 | 3 | 2021 |
Cancer Imaging in Immunotherapy M Ak, Y Eleneen, M Ayoub, RR Colen Immunotherapy, 431-447, 2021 | 3 | 2021 |
Neuroimaging findings in 4342 hospitalized COVID‐19 subjects: A multicenter report from the United States and Europe SH Faro, A Manmatharayan, B Leiby, N Jain, FB Mohamed, KS Talekar, ... Journal of Neuroimaging 33 (5), 752-763, 2023 | 2 | 2023 |
Epidermal inclusion cyst in male breast: how to differentiate from other male breast lesions M Ak, C Yurtsever, OF Cakir, N Yurtsever Radiology Case Reports 17 (10), 3919-3922, 2022 | 2 | 2022 |
Associating T1-Weighted and T2-Weighted Magnetic Resonance Imaging Radiomic Signatures With Preoperative Symptom Severity in Patients With Cervical Spondylotic Myelopathy N Alan, S Zenkin, RS Lavadi, AD Legarreta, JS Hudson, DP Fields, ... World Neurosurgery 184, e137-e143, 2024 | 1 | 2024 |
Validation of a multiomic model of plasma extracellular vesicle PD-L1 and radiomics for prediction of response to immunotherapy in NSCLC D de Miguel‑Perez, M Ak, P Mamindla, A Russo, S Zenkin, N Ak, ... Journal of Experimental & Clinical Cancer Research 43 (1), 81, 2024 | 1 | 2024 |
A radiomic-based predictive model of lung adenocarcinoma brain metastases and molecular subtypes. X Wu, MA Velez, M Ak, N Tahon, P Mamindla, V Peddagangireddy, ... Journal of Clinical Oncology 41 (16_suppl), 2014-2014, 2023 | 1 | 2023 |
Splenic Arteriovenous Fistula with Pseudoaneurysm C Yurtsever, M Ak Journal of Gastrointestinal and Abdominal Radiology 4 (03), 247-248, 2021 | 1 | 2021 |