Search Results - "Cicalese, Pietro"

Artificial intelligence and machine learning in nephropathology by Becker, Jan U, Mayerich, David, Padmanabhan, Meghana, Barratt, Jonathan, Ernst, Angela, Boor, Peter, Cicalese, Pietro A, Mohan, Chandra, Nguyen, Hien V, Roysam, Badrinath

“…Artificial intelligence (AI) for the purpose of this review is an umbrella term for technologies emulating a nephropathologist's ability to extract information…”
Get more information

An EEG-fNIRS hybridization technique in the four-class classification of alzheimer’s disease by Cicalese, Pietro A., Li, Rihui, Ahmadi, Mohammad B., Wang, Chushan, Francis, Joseph T., Selvaraj, Sudhakar, Schulz, Paul E., Zhang, Yingchun

“…•Machine learning technique is able to classify patients with Alzheimer’s disease at different stages.•Hybrid EEG/fNIRS feature set achieves higher…”
Get full text

Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification by Mobiny, Aryan, Yuan, Pengyu, Cicalese, Pietro A., Moulik, Supratik K., Garg, Naveen, Wu, Carol C., Wong, Kelvin, Wong, Stephen T., He, Tian Cheng, Nguyen, Hien V.

“…Computer-aided diagnosis (CAD) systems must constantly cope with the perpetual changes in data distribution caused by different sensing technologies, imaging…”
Get full text

Comprehensive aptamer-based screen of 1317 proteins uncovers improved stool protein markers of colorectal cancer by Li, Hao, Vanarsa, Kamala, Zhang, Ting, Soomro, Sanam, Cicalese, Pietro Antonio, Duran, Valeria, Dasari, Shobha, Lee, Kyung Hyun, Pedroza, Claudia, Kisiel, John B., Qin, Huanlong, Bresalier, Robert S., Chia, Nicholas, Mohan, Chandra

“…Background To screen and validate novel stool protein biomarkers of colorectal cancer (CRC). Methods A novel aptamer-based screen of 1317 proteins was used to…”
Get full text

Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks by Cicalese, Pietro Antonio, Mobiny, Aryan, Shahmoradi, Zahed, Yi, Xiongfeng, Mohan, Chandra, Van Nguyen, Hien

“…The kidney biopsy based diagnosis of Lupus Nephritis (LN) is characterized by low inter-observer agreement, with misdiagnosis being associated with increased…”
Get full text

Quantitative planar array screen of 1000 proteins uncovers novel urinary protein biomarkers of lupus nephritis by Vanarsa, Kamala, Soomro, Sanam, Zhang, Ting, Strachan, Briony, Pedroza, Claudia, Nidhi, Malavika, Cicalese, Pietro, Gidley, Christopher, Dasari, Shobha, Mohan, Shree, Thai, Nathan, Truong, Van Thi Thanh, Jordan, Nicole, Saxena, Ramesh, Putterman, Chaim, Petri, Michelle, Mohan, Chandra

“…The goal of these studies is to discover novel urinary biomarkers of lupus nephritis (LN). Urine from systemic lupus erythematosus (SLE) patients was…”
Get more information

6541 GLOMERULONEPHRITIS DIAGNOSIS BY MACHINE LEARNING ON PERIODIC ACID-SCHIFF (PAS) WHOLE SLIDE IMAGES by Cicalese, Pietro Antonio, Quoc, Huy, Rossini, Michele, Gibier, Jean-Baptiste, Rosenberg, Avi Z, Schroeppel, Bernd, Gesualdo, Loreto, Sciascia, Savino, Roccatello, Dario, Barreca, Antonella, Pesce, Francesco, Seshan, Surya V, Turkevi-Nagy, Sándor, Mohan, Chandra, Nguyen, Hien, Becker, Jan Ulrich

Get full text

6891 MACHINE LEARNING NEPHROPATHOLOGY DIAGNOSTICS OF THROMBOTIC MICROANGIOPATHIES by Cicalese, Pietro Antonio, Rizvi, Syed, Seshan, Surya V, Sciascia, Savino, Roccatello, Dario, Barreca, Antonella, Schroeppel, Bernd, Kar, Nicole Van De, Roelofs, Joris, Kers, Jesper, Mohan, Chandra, Nguyen, Hien, Becker, Jan Ulrich

Get full text

MO077AUTOMATIC SEGMENTATION OF ARTERIES, ARTERIOLES AND GLOMERULI IN NATIVE BIOPSIES WITH THROMBOTIC MICROANGIOPATHY AND OTHER VASCULAR DISEASES by Lutnick, Brendon, Moos, Katharina, Seshan, Surya V, Kers, Jesper, Roelofs, Joris, Hellmich, Martin, Sciascia, Savino, Cicalese, Pietro Antonio, Ginley, Brandon, Sarder, Pinaki, Becker, Jan Ulrich

Get full text

MO078DEEP LEARNING DIAGNOSIS OF ANTIBODY-MEDIATED REJECTION (AMR) ON GLOMERULAR TRANSECTIONS by Cicalese, Pietro A, Rizvi, Syed A, Roufosse, Candice, Batal, Ibrahim, Hellmich, Martin, Ernst, Angela, Moos, Katharina, Clahsen-van Groningen, Marian, Weidemann, Alexander, Mohan, Chandra, Nguyen, Hien V, Becker, Jan Ulrich

Get full text

Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy by Altini, Nicola, Rossini, Michele, Turkevi-Nagy, Sándor, Pesce, Francesco, Pontrelli, Paola, Prencipe, Berardino, Berloco, Francesco, Seshan, Surya, Gibier, Jean-Baptiste, Pedraza Dorado, Aníbal, Bueno, Gloria, Peruzzi, Licia, Rossi, Mattia, Eccher, Albino, Li, Feifei, Koumpis, Adamantios, Beyan, Oya, Barratt, Jonathan, Vo, Huy Quoc, Mohan, Chandra, Nguyen, Hien Van, Cicalese, Pietro Antonio, Ernst, Angela, Gesualdo, Loreto, Bevilacqua, Vitoantonio, Becker, Jan Ulrich

“…•The Oxford Classification is the most successful nephropathology scoring system.•An end-to-end deep learning pipeline was developed to replicate expert…”
Get full text

DECAPS: Detail-Oriented Capsule Networks by Mobiny, Aryan, Yuan, Pengyu, Cicalese, Pietro Antonio, Van Nguyen, Hien

“…Capsule Networks (CapsNets) have demonstrated to be a promising alternative to Convolutional Neural Networks (CNNs). However, they often fall short of…”
Get full text

StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification by Cicalese, Pietro Antonio, Mobiny, Aryan, Yuan, Pengyu, Becker, Jan, Mohan, Chandra, Van Nguyen, Hien

“…The classification of Antibody Mediated Rejection (AMR) in kidney transplant remains challenging even for experienced nephropathologists; this is partly…”
Get full text

Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs) by Vo, Huy Q, Cicalese, Pietro A, Seshan, Surya, Rizvi, Syed A, Vathul, Aneesh, Bueno, Gloria, Dorado, Anibal Pedraza, Grabe, Niels, Stolle, Katharina, Pesce, Francesco, Roelofs, Joris J. T. H, Kers, Jesper, Bevilacqua, Vitoantonio, Altini, Nicola, Schröppel, Bernd, Roccatello, Dario, Barreca, Antonella, Sciascia, Savino, Mohan, Chandra, Nguyen, Hien V, Becker, Jan U

“…The thrombotic microangiopathies (TMAs) manifest in renal biopsy histology with a broad spectrum of acute and chronic findings. Precise diagnostic criteria for…”
Get full text

Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification by Yuan, Pengyu, Mobiny, Aryan, Jahanipour, Jahandar, Li, Xiaoyang, Cicalese, Pietro Antonio, Roysam, Badrinath, Patel, Vishal, Dragan, Maric, Van Nguyen, Hien

“…Deep Neural Networks (or DNNs) must constantly cope with distribution changes in the input data when the task of interest or the data collection protocol…”
Get full text

Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks by Mobiny, Aryan, Cicalese, Pietro Antonio, Zare, Samira, Yuan, Pengyu, Abavisani, Mohammadsajad, Wu, Carol C, Ahuja, Jitesh, de Groot, Patricia M, Van Nguyen, Hien

“…Radiographic images offer an alternative method for the rapid screening and monitoring of Coronavirus Disease 2019 (COVID-19) patients. This approach is…”
Get full text