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M. Feldman · SciRah

Researcher profile · Semantic Scholar

M. Feldman

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M. Feldman — researcher profile on SciRah

h-index: 59
Works: 220
Citations: 13K

Most-cited papers

A Protein-Truncating HSD17B13 Variant and Protection from Chronic Liver Disease
Noura S. Abul-Husn, Xi-Ping Cheng, Alexander Hanbo Li, Yurong Xin +44 more
2018New England Journal of Medicine701 citations Open access
Semantic Scholar
Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks
Angel Cruz-Roa, A. Basavanhally, Fabio A. González, H. Gilmore +5 more
2014Medical Imaging645 citations Open access
Semantic Scholar
Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent
Angel Cruz-Roa, H. Gilmore, A. Basavanhally, M. Feldman +5 more
2017Scientific Reports492 citations Open access
Semantic Scholar
HistoQC: An Open-Source Quality Control Tool for Digital Pathology Slides
A. Janowczyk, Ren Zuo, H. Gilmore, M. Feldman +1 more
2019JCO Clinical Cancer Informatics342 citations Open access
Semantic Scholar
CDK 4/6 Inhibitor Palbociclib (PD0332991) in Rb+ Advanced Breast Cancer: Phase II Activity, Safety, and Predictive Biomarker Assessment
A. DeMichele, A. Clark, K. Tan, D. Heitjan +14 more
2014Clinical Cancer Research337 citations Open access
Semantic Scholar
BRCA locus-specific loss of heterozygosity in germline BRCA1 and BRCA2 carriers
Kara N. Maxwell, B. Wubbenhorst, Brandon M. Wenz, Daniel De Sloover +17 more
2017Nature Communications287 citations Open access
Semantic Scholar
Changes in CT radiomic features associated with lymphocyte distribution predict overall survival and response to immunotherapy in non-small cell lung cancer
Mohammadhadi Khorrami, P. Prasanna, Amit Gupta, P. Patil +9 more
2019Cancer immunology research241 citations Open access
Semantic Scholar
Association of Event-Free and Distant Recurrence-Free Survival With Individual-Level Pathologic Complete Response in Neoadjuvant Treatment of Stages 2 and 3 Breast Cancer: Three-Year Follow-up Analysis for the I-SPY2 Adaptively Randomized Clinical Trial.
D. Yee, A. DeMichele, C. Yau, C. Isaacs +75 more
2020JAMA Oncology210 citations Open access
Semantic Scholar
High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection
Angel Cruz-Roa, H. Gilmore, A. Basavanhally, M. Feldman +5 more
2018PLoS ONE149 citations Open access
Semantic Scholar
Novel Biomarker Signature That May Predict Aggressive Disease in African American Men With Prostate Cancer.
K. Yamoah, Michael H. Johnson, V. Choeurng, Farzana A. Faisal +12 more
2015Journal of Clinical Oncology148 citations Open access
Semantic Scholar
Computerized image analysis for identifying triple-negative breast cancers and differentiating them from other molecular subtypes of breast cancer on dynamic contrast-enhanced MR images: a feasibility study.
S. Agner, M. Rosen, S. Englander, J. Tomaszewski +5 more
2014Radiology140 citations Open access
Semantic Scholar
Self-renewal of CD133hi cells by IL6/Notch3 signalling regulates endocrine resistance in metastatic breast cancer
P. Sansone, C. Ceccarelli, M. Berishaj, Q. Chang +21 more
2016Nature Communications129 citations Open access
Semantic Scholar
A deep-learning classifier identifies patients with clinical heart failure using whole-slide images of H&E tissue
Jeffrey J. Nirschl, A. Janowczyk, Eliot G. Peyster, R. Frank +3 more
2018PLoS ONE125 citations Open access
Semantic Scholar
Palbociclib (PD0332991)-a Selective and Potent Cyclin-Dependent Kinase Inhibitor: A Review of Pharmacodynamics and Clinical Development.
A. Clark, T. Karasic, A. DeMichele, D. Vaughn +7 more
2016JAMA Oncology124 citations
Semantic Scholar
Cascaded ensemble of convolutional neural networks and handcrafted features for mitosis detection
Hai-Bo Wang, Angel Cruz-Roa, A. Basavanhally, H. Gilmore +5 more
2014Medical Imaging120 citations Open access
Semantic Scholar
CT derived radiomic score for predicting the added benefit of adjuvant chemotherapy following surgery in Stage I, II resectable Non-Small Cell Lung Cancer: a retrospective multi-cohort study for outcome prediction
Pranjal Vaidya, K. Bera, Amit Gupta, Xiang-Xue Wang +12 more
2020The Lancet Digital Health119 citations Open access
Semantic Scholar
Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer
Jon Whitney, Germán Corredor, A. Janowczyk, S. Ganesan +5 more
2018BMC Cancer105 citations Open access
Semantic Scholar
Genomic landscape of metastatic breast cancer identifies preferentially dysregulated pathways and targets.
Matt R. Paul, Tien-Chi Pan, D. Pant, N. Shih +14 more
2020Journal of Clinical Investigation104 citations Open access
Semantic Scholar
Assessment of Residual Cancer Burden and Event-Free Survival in Neoadjuvant Treatment for High-risk Breast Cancer: An Analysis of Data From the I-SPY2 Randomized Clinical Trial.
W. Symmans, C. Yau, Yunni-Yi Chen, R. Balassanian +58 more
2021JAMA Oncology103 citations Open access
Semantic Scholar
Genomic signatures predict the immunogenicity of BRCA-deficient breast cancer
A. Kraya, Kara N. Maxwell, B. Wubbenhorst, Brandon M. Wenz +12 more
2019Clinical Cancer Research85 citations Open access
Semantic Scholar
Supervised Multi-View Canonical Correlation Analysis (sMVCCA): Integrating Histologic and Proteomic Features for Predicting Recurrent Prostate Cancer
George Lee, A. Singanamalli, Hai-Bo Wang, M. Feldman +6 more
2015IEEE Transactions on Medical Imaging85 citations
Semantic Scholar
Imaging phenotypes of breast cancer heterogeneity in pre-operative breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) scans predict 10-year recurrence
Rhea Chitalia, J. Rowland, E. McDonald, L. Pantalone +6 more
2019Clinical Cancer Research65 citations Open access
Semantic Scholar
COX-2 MEDIATES PRO-TUMORIGENIC EFFECTS OF PKCε IN PROSTATE CANCER
Rachana Garg, J. Blando, Carlos J. Pérez, P. Lal +6 more
2018Oncogene64 citations Open access
Semantic Scholar
Evaluating stability of histomorphometric features across scanner and staining variations: prostate cancer diagnosis from whole slide images
P. Leo, George Lee, N. Shih, R. Elliott +2 more
2016Journal of Medical Imaging62 citations Open access
Semantic Scholar
Identifying the morphologic basis for radiomic features in distinguishing different Gleason grades of prostate cancer on MRI: Preliminary findings
Gregory Penzias, A. Singanamalli, R. Elliott, J. Gollamudi +12 more
2018PLoS ONE59 citations Open access
Semantic Scholar
Computationally derived image signature of stromal morphology is prognostic of prostate cancer recurrence following prostatectomy in African American patients.
Hersh K. Bhargava, P. Leo, R. Elliott, A. Janowczyk +10 more
2020Clinical Cancer Research58 citations Open access
Semantic Scholar
Computer-extracted Features Can Distinguish Noncancerous Confounding Disease from Prostatic Adenocarcinoma at Multiparametric MR Imaging.
G. Litjens, R. Elliott, N. Shih, M. Feldman +5 more
2016Radiology56 citations Open access
Semantic Scholar
Real-World Integration of Genomic Data into the Electronic Health Record: The PennChart Genomics Initiative
K. S. Lau-Min, Stephanie B Asher, Jessica Chen, S. Domchek +9 more
2020Genetics in Medicine52 citations Open access
Semantic Scholar
Pharmacokinetic Tumor Heterogeneity as a Prognostic Biomarker for Classifying Breast Cancer Recurrence Risk
Majid Mahrooghy, A. Ashraf, D. Daye, E. McDonald +4 more
2015IEEE Transactions on Biomedical Engineering52 citations Open access
Semantic Scholar
Stable and Discriminating Radiomic Predictor of Recurrence in Early Stage Non-Small Cell Lung Cancer: Multi-site Study
Mohammadhadi Khorrami, K. Bera, P. Leo, Pranjal Vaidya +13 more
2020Lung Cancer49 citations Open access
Semantic Scholar
Optically Measured Microvascular Blood Flow Contrast of Malignant Breast Tumors
R. Choe, M. Putt, Peter M. Carlile, T. Durduran +11 more
2014PLoS ONE49 citations Open access
Semantic Scholar
Combination Paclitaxel and Palbociclib: Results of a Phase I Trial in Advanced Breast Cancer
A. Clark, N. McAndrew, A. Troxel, M. Feldman +10 more
2019Clinical Cancer Research43 citations Open access
Semantic Scholar
Stable and discriminating features are predictive of cancer presence and Gleason grade in radical prostatectomy specimens: a multi-site study
P. Leo, R. Elliott, N. Shih, Sanjay Gupta +2 more
2018Scientific Reports40 citations Open access
Semantic Scholar
Identifying in vivo DCE MRI markers associated with Microvessel Architecture and Gleason Grades of Prostate Cancer
A. Singanamalli, M. Rusu, R. Sparks, N. Shih +6 more
2015Journal of Magnetic Resonance Imaging37 citations Open access
Semantic Scholar
Computationally Derived Cribriform Area Index from Prostate Cancer Hematoxylin and Eosin Images Is Associated with Biochemical Recurrence Following Radical Prostatectomy and Is Most Prognostic in Gleason Grade Group 2
P. Leo, Sacheth Chandramouli, Xavier Farré, R. Elliott +18 more
2021European Urology Focus36 citations Open access
Semantic Scholar
Computer extracted gland features from H&E predicts prostate cancer recurrence comparably to a genomic companion diagnostic test: a large multi-site study
P. Leo, A. Janowczyk, R. Elliott, N. Janaki +28 more
2021npj Precision Oncology30 citations Open access
Semantic Scholar
Breast Cancer 18F-ISO-1 Uptake as a Marker of Proliferation Status
E. McDonald, R. Doot, A. Young, E. Schubert +13 more
2019Journal of Nuclear Medicine30 citations Open access
Semantic Scholar
Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer
Yuli Chen, Haojia Li, A. Janowczyk, P. Toro +17 more
2023npj Breast Cancer26 citations Open access
Semantic Scholar
Macroscopic optical physiological parameters correlate with microscopic proliferation and vessel area breast cancer signatures
S. Chung, M. Feldman, D. Martinez, Helen R. Kim +9 more
2015Breast Cancer Research26 citations Open access
Semantic Scholar
Comparative Clinical Utility of Tumor Genomic Testing and Cell-Free DNA in Metastatic Breast Cancer
Kara N. Maxwell, Danielle Soucier-Ernst, Emin Tahirović, A. Troxel +14 more
2017Breast Cancer Research and Treatment22 citations Open access
Semantic Scholar
Deep-learning approaches for Gleason grading of prostate biopsies.
A. Madabhushi, M. Feldman, P. Leo
2020The Lancet Oncology20 citations
Semantic Scholar
Deep Learning Tissue Segmentation in Cardiac Histopathology Images
Jeffrey J. Nirschl, A. Janowczyk, Eliot G. Peyster, R. Frank +3 more
2017Deep Learning for Medical Image Analysis20 citations
Semantic Scholar
Distinguishing prostate cancer from benign confounders via a cascaded classifier on multi-parametric MRI
G. Litjens, R. Elliott, N. Shih, M. Feldman +5 more
2014Medical Imaging20 citations
Semantic Scholar
Automated gleason grading on prostate biopsy slides by statistical representations of homology profile
Chaoyang Yan, Kazuaki Nakane, Xiang-Xue Wang, Yao Fu +5 more
2020Comput. Methods Programs Biomed.18 citations Open access
Semantic Scholar
A phase I trial of palbociclib and paclitaxel in metastatic breast cancer.
A. Clark, P. O'Dwyer, D. Heitjan, P. Lal +13 more
201418 citations
Semantic Scholar
MYB rearrangement and immunohistochemical expression in adenomyoepithelioma of the breast: a comparison with adenoid cystic carcinoma
E. Baraban, Paul J. L. Zhang, S. Jaffer, D. Lubin +3 more
2018Histopathology16 citations Open access
Semantic Scholar
Phase II pharmacodynamic trial of palbociclib in patients with KRAS mutant colorectal cancer.
M. O'Hara, Christine E. Edmonds, M. Farwell, R. Perini +12 more
201516 citations
Semantic Scholar
Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
S. Ghose, R. Shiradkar, M. Rusu, J. Mitra +6 more
2017Scientific Reports14 citations Open access
Semantic Scholar
Sinonasal Undifferentiated Carcinoma: A 15-Year Single Institution Experience
A. Workman, R. Brody, E. Kuan, Esther Baranov +11 more
2017Skull Base14 citations Open access
Semantic Scholar
AutoStitcher: An Automated Program for Efficient and Robust Reconstruction of Digitized Whole Histological Sections from Tissue Fragments
Gregory Penzias, A. Janowczyk, A. Singanamalli, M. Rusu +10 more
2016Scientific Reports14 citations Open access
Semantic Scholar

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