default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMedical and Biological Engineering and Computing, Volume 59
Volume 59, Number 1, January 2021
- Nasim Montazeri Ghahjaverestan
, Mohammad Bagher Shamsollahi, Di Ge, Alain Beuchée, Alfredo I. Hernández:
Apnea bradycardia detection based on new coupled hidden semi Markov model. 1-11 - Antoine Jamin, Guillaume Duval, Cédric Annweiler, Pierre Abraham, Anne Humeau-Heurtier:
Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures. 13-22 - Prabhat Kumar Upadhyay, Chetna Nagpal:
Time-frequency analysis and fuzzy-based detection of heat-stressed sleep EEG spectra. 23-39 - Francesco Ferracuti, Sandro Fioretti, Emanuele Frontoni, Sabrina Iarlori, Alessandro Mengarelli, Michele Riccio, Luca Romeo, Federica Verdini:
Functional evaluation of triceps surae during heel rise test: from EMG frequency analysis to machine learning approach. 41-56 - Mesut Togaçar, Burhan Ergen, Zafer Cömert:
Tumor type detection in brain MR images of the deep model developed using hypercolumn technique, attention modules, and residual blocks. 57-70 - Mustafa Etli, Gokhan Canbolat, Oguz Karahan, Murat Koru:
Numerical investigation of patient-specific thoracic aortic aneurysms and comparison with normal subject via computational fluid dynamics (CFD). 71-84 - Ines Njeh, Hiba Mzoughi, Mohamed Ben Slima, Ahmed Ben Hamida, Chokri Mhiri, Kheireddine Ben Mahfoudh:
Deep Convolutional Encoder-Decoder algorithm for MRI brain reconstruction. 85-106 - Pia Schneeweiss, Dorin Panescu, Dominik Stunder, Mark W. Kroll, Christopher J. Andrews, Tobias Theiler:
Computational models for contact current dosimetry at frequencies below 1 MHz. 107-119 - Milos Ajcevic, Giovanni Furlanis, Marcello Naccarato, Aleksandar Miladinovic, Alex Buoite Stella, Paola Caruso, Tommaso Cillotto, Agostino Accardo, Paolo Manganotti:
Hyper-acute EEG alterations predict functional and morphological outcomes in thrombolysis-treated ischemic stroke: a wireless EEG study. 121-129 - Rahul S. Yerrabelli, Sarah M. Somers, Warren L. Grayson, Alexander A. Spector:
Modeling the mechanics of fibrous-porous scaffolds for skeletal muscle regeneration. 131-142 - Abel Worku Tessema, Mohammed Aliy Mohammed, Gizeaddis Lamesgin Simegn, Timothy Chung Kwa:
Quantitative analysis of blood cells from microscopic images using convolutional neural network. 143-152 - Hongzhong Tang, Lizhen Mao, Shuying Zeng, Shijun Deng, Zhaoyang Ai:
Discriminative dictionary learning algorithm with pairwise local constraints for histopathological image classification. 153-164 - Xiangyu Zhang, Jianqing Li, Zhipeng Cai, Li Zhang, Zhenghua Chen, Chengyu Liu:
Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection. 165-173 - Deniz Tuz, Selen Yilmaz Isikhan, Esra Yücel:
Developing the computer-based auditory training program for adults with hearing impairment. 175-186 - Samuel Larrivée, Emma Avery, Jeff Leiter, Jason Old:
Accelerometry as an objective measure of upper-extremity activity. 187-194 - João Paulo Folador, Maria Cecilia Souza Santos, Luiza Maire David Luiz, Luciane Aparecida Pascucci Sande de Souza, Marcus Fraga Vieira, Adriano Alves Pereira, Adriano de Oliveira Andrade:
On the use of histograms of oriented gradients for tremor detection from sinusoidal and spiral handwritten drawings of people with Parkinson's disease. 195-214 - Panagiotis Marentakis, Pantelis Karaiskos, Vassilis Kouloulias, Nikolaos Kelekis, Stylianos Argentos, Nikolaos Oikonomopoulos, Constantinos G. Loukas:
Lung cancer histology classification from CT images based on radiomics and deep learning models. 215-226 - Yi-Jui Chang, Peyman Benharash, Erik P. Dutson, Jeff D. Eldredge:
Smoothed particle hydrodynamics simulation of biphasic soft tissue and its medical applications. 227-242 - Katharine Nowakowski, Philippe Carvalho, Jean-Baptiste Six, Yann Maillet, Anh Tu Nguyen, Ismail Seghiri, Loick M'Pemba, Theo Marcille, Sy Toan Ngo, Tien-Tuan Dao:
Human locomotion with reinforcement learning using bioinspired reward reshaping strategies. 243-256 - Kohle J. Merry, Evan Macdonald, Megan MacPherson, Omar Aziz, Edward J. Park, Michael Ryan, Carolyn J. Sparrey:
Classifying sitting, standing, and walking using plantar force data. 257-270
Volume 59, Number 2, February 2021
- Pratik Nag, Souptick Chanda:
Biomechanical design prognosis of two extramedullary fixation devices for subtrochanteric femur fracture: a finite element study. 271-285 - Antonio Alarcón Paredes, Iris P. Guzmán-Guzmán, Diana E. Hernández-Rosales, José E. Navarro-Zarza, Jessica Cantillo-Negrete, René E. Cuevas-Valencia, Gustavo Adolfo Alonso-Silverio:
Computer-aided diagnosis based on hand thermal, RGB images, and grip force using artificial intelligence as screening tool for rheumatoid arthritis in women. 287-300 - Manpreet Singh, Ronghui Ma, Liang Zhu:
Theoretical evaluation of enhanced gold nanoparticle delivery to PC3 tumors due to increased hydraulic conductivity or recovered lymphatic function after mild whole body hyperthermia. 301-313 - Ching-Hsing Luo, Zhan Zhang, Bo Peng, Xiaohua Xie, Tsung-Lin Lee, Liang-Miin Tsai:
The novel three-dimensional pulse images analyzed by dynamic L-cube polynomial model. 315-326 - Hamza Hassan, Surosree Ganguli, Hani Rashed, William D. Johnson, Bikash K. Bhandari, Thomas L. Abell:
Autonomic and enteric function profiling can predict disordered gastric emptying in diabetic gastropathy. 327-332 - Law Kumar Singh, Pooja, Hitendra Garg, Munish Khanna, Robin Singh Bhadoria:
An enhanced deep image model for glaucoma diagnosis using feature-based detection in retinal fundus. 333-353 - Maxine Tan, Mundher Al-Shabi, Wai-Yee Chan, Leya Thomas, Kartini Rahmat, Kwan-Hoong Ng:
Comparison of two-dimensional synthesized mammograms versus original digital mammograms: a quantitative assessment. 355-367 - David Xinzheyang Li, Maha S. Ead, Kajsa K. Duke, Jacob L. Jaremko, Lindsey Westover:
Quantitative analysis of regional specific pelvic symmetry. 369-381 - Baizhen Chen, Chunlong Liu, Ming Lin, Weixin Deng, Zhijie Zhang:
Effects of body postures on the shear modulus of thoracolumbar fascia: a shear wave elastography study. 383-390 - Felipe Antunes, Tiago Zanotelli, David Martin Simpson, Leonardo Bonato Felix:
Multichannel search strategy for improving the detection of auditory steady-state response. 391-399 - Tae Keun Yoo, Joon Yul Choi, Hong Kyu Kim:
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification. 401-415 - Niranchan Paskaranandavadivel, Anthony Y. Lin, Leo K. Cheng, Ian P. Bissett, Andrew Lowe, John W. Arkwright, Saeed Mollaee, Phil G. Dinning, Gregory O'Grady:
ManoMap: an automated system for characterization of colonic propagating contractions recorded by high-resolution manometry. 417-429 - Indra Hardian Mulyadi, Patrique Fiedler, Roland Eichardt, Jens Haueisen, Eko Supriyanto:
Pareto optimization for electrodes placement: compromises between electrophysiological and practical aspects. 431-447 - Jose E. Tecuapetla-Trejo, Jessica Cantillo-Negrete, Paul Carrillo-Mora, Raquel Valdés-Cristerna, Emmanuel Ortega-Robles, Oscar Arias-Carrion, Ruben I. Carino-Escobar:
Automatic selection and feature extraction of motor-evoked potentials by transcranial magnetic stimulation in stroke patients. 449-456 - Cuixia Li, Yuanyuan Zhou, Yinghao Li, Shanshan Yang:
A coarse-to-fine registration method for three-dimensional MR images. 457-469 - Adrienne S. Kline, Theresa J. B. Kline, Joon Lee:
Item response theory as a feature selection and interpretation tool in the context of machine learning. 471-482
Volume 59, Number 3, March 2021
- Elif Dogu, Y. Esra Albayrak, Esin Tuncay:
Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks. 483-496 - Bülent Haznedar, Mustafa Turan Arslan, Adem Kalinli:
Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data. 497-509 - Mohit Agarwal, Luca Saba, Suneet K. Gupta, Amer M. Johri, Narendra N. Khanna, Sophie Mavrogeni, John R. Laird, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Aditya M. Sharma, Vijay Viswanathan, George D. Kitas, Andrew Nicolaides, Jasjit S. Suri:
Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application. 511-533 - Rosa Altilio, Andrea Rossetti, Qiang Fang, Xudong Gu, Massimo Panella:
A comparison of machine learning classifiers for smartphone-based gait analysis. 535-546 - Mohammad Tabatabaei, Mohammad Tafazzoli-Shadpour, Mohammad Mehdi Khani:
Altered mechanical properties of actin fibers due to breast cancer invasion: parameter identification based on micropipette aspiration and multiscale tensegrity modeling. 547-560 - Yang Luo, Lisheng Xu, Lin Qi:
A cascaded FC-DenseNet and level set method (FCDL) for fully automatic segmentation of the right ventricle in cardiac MRI. 561-574 - Mohammad-Javad Darvishi Bayazi, Ali Motie Nasrabadi, Chad Dubé:
Frequency-specific network effective connectivity: ERP analysis of recognition memory process by directed connectivity estimators. 575-588 - Dhivya Ravichandran, Aashiq Banu S, B. K. Murthy, Vidhyadharini Balasubramanian, Sherin Fathima, Rengarajan Amirtharajan:
An efficient medical image encryption using hybrid DNA computing and chaos in transform domain. 589-605 - Zhen Chen, Zhiheng Zhou, Saifullah Adnan:
Joint low-rank prior and difference of Gaussian filter for magnetic resonance image denoising. 607-620 - Steven Gilmore, Joseph L. Hart, Justen Geddes, Christian Haargaard Olsen, Jesper Mehlsen, Pierre-Alain Gremaud, Mette S. Olufsen:
Classification of orthostatic intolerance through data analytics. 621-632 - Er. Akshay Katyal, Rajesh Singla:
EEG-based hybrid QWERTY mental speller with high information transfer rate. 633-661 - Ken Yanagida, Takashi Ohya, Junchen Wang, Toshinori Iwai, Toshiharu Izumi, Etsuko Kobayashi, Ichiro Sakuma, Kenji Mitsudo:
Applicability of a single camera-based catheter navigation system using teeth arch as an anatomical landmark for superselective intraarterial infusion in advanced oral cancer treatment. 663-672 - Joyshri Das, Soma Barman (Mandal):
Classification of Homo sapiens gene behavior using linear discriminant analysis fused with minimum entropy mapping. 673-691 - Jeffry Hartanto, Wee Kheng Leow, Andy Khye Soon Yew, Joyce Suang Bee Koh, Tet Sen Howe:
Studies of the criteria for determining optimal location of medial patellofemoral ligament attachment sites. 693-702 - Emiyu Ogawa, Eitaro Aiyoshi, Tsunenori Arai:
A three-compartment non-linear model of myocardial cell conduction block during photosensitization. 703-710 - Yi Ting Yap, Darwin Gouwanda, Alpha Agape Gopalai, Yu Zheng Chong:
The effect of asymmetrical gait induced by unilateral knee brace on the knee flexor and extensor muscles. 711-720 - Guancong Liu, Xia Xiao, Hang Song, Takamaro Kikkawa:
Precise detection of early breast tumor using a novel EEMD-based feature extraction approach by UWB microwave. 721-731
Volume 59, Number 4, April 2021
- Manavalan Radhakrishnan, S. Priya:
Genetic interactions effects for cancer disease identification using computational models: a review. 733-758 - Pedro Morais, Cláudia Quaresma, Ricardo Vigário, Carla Quintão:
Electrophysiological effects of mindfulness meditation in a concentration test. 759-773 - Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza:
Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors. 775-785 - Haibo Wang, Siyang Zuo:
Laparoscopic surgical device with modular end tools for real-time endomicroscopy and therapy. 787-797 - Robert S. Chisena, Jordan Sengenberger, Albert J. Shih, Hitinder S. Gurm:
Novel preclinical method for evaluating the efficacy of a percutaneous treatment in human ex vivo calcified plaque. 799-811 - Pinar Ercal, Aysegul Erten Taysi, Demet Cagil Ayvalioglu, Meltem Mert Eren, Soner Sismanoglu:
Impact of peri-implant bone resorption, prosthetic materials, and crown to implant ratio on the stress distribution of short implants: a finite element analysis. 813-824 - Mukul Singh, Shrey Bansal, Sakshi Ahuja, Rahul Kumar Dubey, Bijaya Ketan Panigrahi, Nilanjan Dey:
Transfer learning-based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data. 825-839 - N. Kanimozhi, G. Singaravel:
Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model. 841-867 - Álvaro Fernández-Rodríguez, María Teresa Medina-Juliá, Francisco Velasco-Álvarez, Ricardo Ron-Angevin:
Different effects of using pictures as stimuli in a P300 brain-computer interface under rapid serial visual presentation or row-column paradigm. 869-881 - Yanzheng Lu, Hong Wang, Fo Hu, Bin Zhou, Hailong Xi:
Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning. 883-899 - Jingheng Shu, Hedi Ma, Xin Xiong, Bingmei Shao, Tinghui Zheng, Yang Liu, Zhan Liu:
Mathematical analysis of the condylar trajectories in asymptomatic subjects during mandibular motions. 901-911 - Ali Amani, Maryam Yousefian, Hadi Seyedarabi, Mehdi Farhoudi:
Effect of triangular electrode schemes on Broca's cortical stimulation: conventional and HD-tDCS study. 913-924 - Bilal Amin, Atif Shahzad, Lorenzo Crocco, Mengchu Wang, Martin O'Halloran, Ana González-Suárez, Muhammad Adnan Elahi:
A feasibility study on microwave imaging of bone for osteoporosis monitoring. 925-936 - Elias Sundström, Liran Oren:
Change in aeroacoustic sound mechanism during sibilant sound with different velopharyngeal opening sizes. 937-945 - Sunita Sarangi, Nrusingha Prasad Rath, Harish Kumar Sahoo:
Mammogram mass segmentation and detection using Legendre neural network-based optimal threshold. 947-955 - Revathy Sivanandan, J. Jayakumari:
A new CNN architecture for efficient classification of ultrasound breast tumor images with activation map clustering based prediction validation. 957-968 - S. Rathnamala, S. Jenicka:
Automated bleeding detection in wireless capsule endoscopy images based on color feature extraction from Gaussian mixture model superpixels. 969-987 - Koyel Mandal, Rosy Sarmah, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita, Bhogeswar Borah:
Rank-preserving biclustering algorithm: a case study on miRNA breast cancer. 989-1004
Volume 59, Number 5, May 2021
- Ramachandro Majji, Ganapathi Nalinipriya, Ch. Vidyadhari, Rajan Cristin:
Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data. 1005-1021 - Yuyang Lin, Yunlai Shi, Fugang Wang, Jun Zhang, Haichao Sun, Wenbo Wu:
Development and placement accuracy evaluation of an MR conditional robot for prostate intervention. 1023-1034 - Vibha Gupta, Arnav Bhavsar:
Heterogeneous ensemble with information theoretic diversity measure for human epithelial cell image classification. 1035-1054 - Jahanzeb Sheikh, Tan Tian Swee, Syafiqah Saidin, Azli Bin Yahya, Sameen Ahmed Malik, Joyce Sia Sin Yin, Matthias Tiong Foh Thye:
Bacterial disinfection and cell assessment post ultraviolet-C LED exposure for wound treatment. 1055-1063 - P. R. Berthelson, Payam Ghassemi, J. W. Wood, G. G. Stubblefield, Asim J. Al-Khalili, M. D. Jones, Mark F. Horstemeyer, Souma Chowdhury, R. K. Prabhu:
A finite element-guided mathematical surrogate modeling approach for assessing occupant injury trends across variations in simplified vehicular impact conditions. 1065-1079 - Pierre-Antoine Chantal, Ahmad Karfoul, Anca Nica, Régine Le Bouquin-Jeannès:
Dynamic brain effective connectivity analysis based on low-rank canonical polyadic decomposition: application to epilepsy. 1081-1098 - Huining Guo, Glen Baker, Kelly Hartle, Esther Fujiwara, Junhui Wang, Yanbo Zhang, Jida Xing, Haiyan Lyu, Xin-Min Li, Jie Chen:
Exploratory study on neurochemical effects of low-intensity pulsed ultrasound in brains of mice. 1099-1110 - Xingxing Cen, Junyi Yuan, Changqing Pan, Qinhua Tang, Qunsheng Ma:
Contextual embedding bootstrapped neural network for medical information extraction of coronary artery disease records. 1111-1121 - Hadi Zanddizari, Nam Nguyen, Behnam Zeinali, J. Morris Chang:
A new preprocessing approach to improve the performance of CNN-based skin lesion classification. 1123-1131 - Sarah Negreiros de Carvalho, Guilherme Vettorazzi Vargas, Thiago Bulhões da Silva Costa, Harlei Miguel de Arruda Leite, Luís Coradine, Levy Boccato, Diogo Coutinho Soriano, Romis Attux:
Space-time filter for SSVEP brain-computer interface based on the minimum variance distortionless response. 1133-1150 - Yajie Wei, Huimin Chen, Qingzhuo Chi, Ying He, Li-Zhong Mu, Chao Liu, Yunxia Lu:
Synchronized research on endothelial dysfunction and microcirculation structure in dorsal skin of rats with type 2 diabetes mellitus. 1151-1166 - Sadiq Ullah, Zahid Halim:
Imagined character recognition through EEG signals using deep convolutional neural network. 1167-1183
Volume 59, Number 6, June 2021
- Helena R. Gonçalves, Ana Margarida Rodrigues, Cristina P. Santos:
Vibrotactile biofeedback devices in Parkinson's disease: a narrative review. 1185-1199 - Nishigandha Dnyaneshwar Agham, Uttam M. Chaskar:
Learning and non-learning algorithms for cuffless blood pressure measurement: a review. 1201-1222 - Qing-Dong Wang, Li-Xin Guo:
Prediction of complications and fusion outcomes of fused lumbar spine with or without fixation system under whole-body vibration. 1223-1233 - Duc-Phong Nguyen, Marie Christine Ho Ba Tho, Tien-Tuan Dao:
Enhanced facial expression recognition using 3D point sets and geometric deep learning. 1235-1244 - Pawan S. Jogi, Rahul Sankar, Anubhav Jain, Mahir Jain, D. V. Darshan, B. N. Anoop, Abhishek R. Kothari, M. Venkatesan, Jeny Rajan:
Capsule Network-based architectures for the segmentation of sub-retinal serous fluid in optical coherence tomography images of central serous chorioretinopathy. 1245-1259 - Gelareh Valizadeh, Farshid Babapour Mofrad, Ahmad Shalbaf:
Parametric-based feature selection via spherical harmonic coefficients for the left ventricle myocardial infarction screening. 1261-1283 - Yu-Ching Lee, Abdan Syakura, Muhammad Adil Khalil, Ching-Ho Wu, Yi-Fang Ding, Ching-Wei Wang:
A real-time camera-based adaptive breathing monitoring system. 1285-1298 - Ioannis D. Apostolopoulos, Emmanuel G. Pintelas, Ioannis E. Livieris, Dimitris J. Apostolopoulos, Nikolaos D. Papathanasiou, Panagiotis E. Pintelas, George S. Panayiotakis:
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques. 1299-1310 - Evangelia Myrovali, Nikolaos Fragakis, Vassilios Vassilikos, Leontios J. Hadjileontiadis:
Efficient syncope prediction from resting state clinical data using wavelet bispectrum and multilayer perceptron neural network. 1311-1324 - Luis García-Terriza, José L. Risco-Martín, Gemma Reig Roselló, José L. Ayala:
Predictive and diagnosis models of stroke from hemodynamic signal monitoring. 1325-1337 - Manjunath Tadalagi, Amit M. Joshi:
AutoDep: automatic depression detection using facial expressions based on linear binary pattern descriptor. 1339-1354 - Dhivya Ravichandran, Padmapriya Praveenkumar, Sundararaman Rajagopalan, John Bosco Balaguru Rayappan, Rengarajan Amirtharajan:
ROI-based medical image watermarking for accurate tamper detection, localisation and recovery. 1355-1372
Volume 59, Number 7-8, August 2021
- Morteza Zakeri Nasrabadi, Hamideh Tabibi, Mahsa Salmani, Mahdieh Torkashvand, Eisa Zarepour:
A comprehensive survey on non-invasive wearable bladder volume monitoring systems. 1373-1402 - Marco Romanato, Annamaria Guiotto, Fabiola Spolaor, Leila Bakdounes, Giulia Baldassarre, Alberto Cucca, Antonella Peppe, Daniele Volpe, Zimi Sawacha:
Changes of biomechanics induced by Equistasi® in Parkinson's disease: coupling between balance and lower limb joints kinematics. 1403-1415 - Ke Yang, Shiqian Wu, Hui Zhang, Dhanjoo N. Ghista, Oluwarotimi Williams Samuel, Kelvin Kian Loong Wong:
Lagrangian-averaged vorticity deviation of spiraling blood flow in the heart during isovolumic contraction and ejection phases. 1417-1430 - Atefeh Shariat, Asghar Zarei, Sanaz Ahmadi Karvigh, Babak Mohammadzadeh Asl:
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings. 1431-1445 - Muhammad Faiz Md Shakhih, Nursyazana Ridzuan, Asnida Abdul Wahab, Nurul Farha Zainuddin, Laila Fadhillah Ulta Delestri, Anis Suzziani Rosslan, Mohammed Rafiq Abdul Kadir:
Non-obstructive monitoring of muscle fatigue for low intensity dynamic exercise with infrared thermography technique. 1447-1459 - Zihao Li, Xing Yang, Shuang Song, Li Liu, Max Q.-H. Meng:
Tip estimation approach for concentric tube robots using 2D ultrasound images and kinematic model. 1461-1473 - Billy Senington, Raymond Y. Lee, Jonathan Mark Williams:
Validity and reliability of innovative field measurements of tibial accelerations and spinal kinematics during cricket fast bowling. 1475-1484 - Thirumagal Jayaraman, Manjunatha Mahadevappa, Anup Sadhu, Pranab Kumar Dutta:
Ventricle shape analysis using modified WKS for atrophy detection. 1485-1493 - Abhishek Bal, Minakshi Banerjee, Rituparna Chaki, Punit Sharma:
An efficient brain tumor image classifier by combining multi-pathway cascaded deep neural network and handcrafted features in MR images. 1495-1527 - V. S. Kanimozhi, M. Balasubramani, R. Anuradha:
Hierarchal Bayes model with AlexNet for characterization of M-FISH chromosome images. 1529-1544